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Panagopoulos A, Stout M, Kilic S, Leary P, Vornberger J, Pasti V, Galarreta A, Lezaja A, Kirschenbühler K, Imhof R, Rehrauer H, Ziegler U, Altmeyer M. Multigenerational cell tracking of DNA replication and heritable DNA damage. Nature 2025:10.1038/s41586-025-08986-0. [PMID: 40399682 DOI: 10.1038/s41586-025-08986-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 04/04/2025] [Indexed: 05/23/2025]
Abstract
Cell heterogeneity is a universal feature of life. Although biological processes affected by cell-to-cell variation are manifold, from developmental plasticity to tumour heterogeneity and differential drug responses, the sources of cell heterogeneity remain largely unclear1,2. Mutational and epigenetic signatures from cancer (epi)genomics are powerful for deducing processes that shaped cancer genome evolution3-5. However, retrospective analyses face difficulties in resolving how cellular heterogeneity emerges and is propagated to subsequent cell generations. Here, we used multigenerational single-cell tracking based on endogenously labelled proteins and custom-designed computational tools to elucidate how oncogenic perturbations induce sister cell asymmetry and phenotypic heterogeneity. Dual CRISPR-based genome editing enabled simultaneous tracking of DNA replication patterns and heritable endogenous DNA lesions. Cell lineage trees of up to four generations were tracked in asynchronously growing cells, and time-resolved lineage analyses were combined with end-point measurements of cell cycle and DNA damage markers through iterative staining. Besides revealing replication and repair dynamics, damage inheritance and emergence of sister cell heterogeneity across multiple cell generations, through combination with single-cell transcriptomics, we delineate how common oncogenic events trigger multiple routes towards polyploidization with distinct outcomes for genome integrity. Our study provides a framework to dissect phenotypic plasticity at the single-cell level and sheds light onto cellular processes that may resemble early events during cancer development.
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Affiliation(s)
- Andreas Panagopoulos
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Merula Stout
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Sinan Kilic
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
- The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen, Denmark
| | - Peter Leary
- Functional Genomics Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Julia Vornberger
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Virginia Pasti
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Antonio Galarreta
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Aleksandra Lezaja
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Kyra Kirschenbühler
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
- NEXUS Personalized Health, ETH Zurich, Schlieren, Switzerland
| | - Ralph Imhof
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland
| | - Hubert Rehrauer
- Functional Genomics Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Urs Ziegler
- Center for Microscopy and Image Analysis, University of Zurich, Zurich, Switzerland
| | - Matthias Altmeyer
- Department of Molecular Mechanisms of Disease, University of Zurich, Zurich, Switzerland.
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2
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Park J, Lee DH. Loss of protein phosphatase 4 inhibitory protein leads to genomic instability and heightens vulnerability to replication stress. Biochim Biophys Acta Gen Subj 2025; 1869:130797. [PMID: 40157551 DOI: 10.1016/j.bbagen.2025.130797] [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: 11/20/2024] [Revised: 03/09/2025] [Accepted: 03/22/2025] [Indexed: 04/01/2025]
Abstract
Protein phosphatase 4 inhibitory protein (PP4IP) has recently emerged as a key player in cellular processes, particularly in DNA double-strand break repair and telomere maintenance, although research on its functions remains limited. To further investigate the cellular pathways involving PP4IP, we conducted transcriptomic analysis via RNA sequencing in PP4IP-knockout cells and observed an upregulation of p21 expression. This upregulation was linked to an increased population of p21-positive G1-phase cells in the absence of PP4IP. Prior studies have suggested that unresolved under-replicated DNA in mother cells, transmitted to daughter cells, can trigger a quiescent G1 phase characterized by p21 expression and the formation of p53-binding protein 1 (53BP1) nuclear bodies. Consistent with this, we found a higher proportion of 53BP1 nuclear bodies-positive G1 cells in PP4IP-knockout cells compared to controls. Additionally, PP4IP-deficient cells displayed an increased occurrence of anaphase bridges-indicative of incomplete DNA replication-without a corresponding increase in lagging chromosomes. Furthermore, PP4IP-knockout cells exhibited a heightened susceptibility to replication stress, as evidenced by an elevated frequency of replication stress-induced chromatid breaks and increased sensitivity to such stress. Collectively, these results suggest that PP4IP plays a critical role in safeguarding cells from replication stress and ensuring genomic stability.
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Affiliation(s)
- Jaehong Park
- Department of Biological Sciences, College of Natural Sciences, Chonnam National University, Gwangju, Republic of Korea.
| | - Dong-Hyun Lee
- Department of Biological Sciences, College of Natural Sciences, Chonnam National University, Gwangju, Republic of Korea; Research Center of Ecomimetics, Chonnam National University, Gwangju, Republic of Korea; Institute of Sustainable Ecological Environment, Chonnam National Univesity, Gwangju, Republic of Korea.
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3
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Katerji M, Bergman KL, Lindberg E, Rubin MR, Afifi M, Funk AL, Woodroofe CC, Nyswaner K, Karpińska K, Serwa R, Cappell SD, Marusiak A, Swenson RE, Brognard JF. Discovery of potent and selective PROTACs for the protein kinase LZK for the treatment of head and neck cancer. J Biol Chem 2025; 301:108452. [PMID: 40157536 DOI: 10.1016/j.jbc.2025.108452] [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: 01/28/2025] [Revised: 02/28/2025] [Accepted: 03/12/2025] [Indexed: 04/01/2025] Open
Abstract
Leucine zipper-bearing kinase (LZK) is overexpressed in 20% of head and neck squamous cell carcinoma (HNSCC) cases and has emerged as a promising therapeutic target in this cancer subtype. LZK promotes HNSCC survival and proliferation by stabilizing c-MYC and GOF-p53 in kinase-dependent and -independent manners, respectively. Herein, we developed a new series of LZK degraders utilizing proteolysis-targeting chimera (PROTAC) technology by modulating the linker region or LZK warhead of LZK-targeting PROTAC-21A, previously developed by our laboratory. Among the 27 PROTACs synthesized and tested, PROTAC 17 was found to be the most potent, degrading LZK at 250 nM and suppressing HNSCC viability at 500 nM. In summary, our lead PROTAC effectively targeted LZK for proteasomal degradation and inhibited oncogenic activity in HNSCC cell lines with amplified LZK.
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Affiliation(s)
- Meghri Katerji
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA
| | - Knickole L Bergman
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA
| | - Eric Lindberg
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Maxine R Rubin
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA
| | - Marwa Afifi
- Laboratory of Cancer Genetics and Cell Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Amy L Funk
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA
| | - Carolyn C Woodroofe
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Katherine Nyswaner
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA
| | - Kamila Karpińska
- Laboratory of Molecular OncoSignalling, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Remigiusz Serwa
- Proteomic Core Facility, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Steven D Cappell
- Laboratory of Cancer Genetics and Cell Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Anna Marusiak
- Laboratory of Molecular OncoSignalling, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Rolf E Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, Maryland, USA.
| | - John F Brognard
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA.
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4
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Chen YL, Reddy S, Suzuki A. Reversible and effective cell cycle synchronization method for studying stage-specific processes. Life Sci Alliance 2025; 8:e202403000. [PMID: 40037894 PMCID: PMC11880160 DOI: 10.26508/lsa.202403000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 02/20/2025] [Accepted: 02/21/2025] [Indexed: 03/06/2025] Open
Abstract
The cell cycle is a crucial process for cell proliferation, differentiation, and development. Numerous genes and proteins play pivotal roles at specific cell cycle stages to ensure precise regulation of these events. Understanding the stage-specific regulations of the cell cycle requires the accumulation of cell populations at desired cell cycle stages, typically achieved through cell cycle synchronization using kinase and protein inhibitors. However, suboptimal concentrations of these inhibitors can result in inefficiencies, irreversibility, and unintended cellular defects. In this study, we have optimized effective and reversible cell cycle synchronization protocols for human RPE1 cells by combining high-precision cell cycle identification techniques with high-temporal resolution live-cell imaging. These reproducible synchronization methods offer powerful tools for dissecting cell cycle stage-specific regulatory mechanisms.
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Affiliation(s)
- Yu-Lin Chen
- https://ror.org/01y2jtd41 McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, WI, USA
| | - Syon Reddy
- https://ror.org/01y2jtd41 McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, WI, USA
| | - Aussie Suzuki
- https://ror.org/01y2jtd41 McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, WI, USA
- https://ror.org/01y2jtd41 Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
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5
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Li X, Wang J, Mai J, Sun Y, Li W, Cai Z, Xu W, Chen Z, Chen S, Wang N. Role of the cell cycle-related gene cdk2 and its associated ceRNA network in sexual size dimorphism of Cynoglossus semilaevis. Comp Biochem Physiol A Mol Integr Physiol 2025; 305:111867. [PMID: 40250729 DOI: 10.1016/j.cbpa.2025.111867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 04/14/2025] [Accepted: 04/14/2025] [Indexed: 04/20/2025]
Abstract
Sexual size dimorphism (SSD) in Cynoglossus semilaevis affects its annual production and restricts aquaculture development. Our previous multi-omics data analysis showed that cell cycle genes and the relevant non-coding RNAs (ncRNAs) were closely involved in SSD regulation. In this study, we analyzed cyclin-dependent kinase 2 (cdk2) gene together with its associated microRNA (miRNA) and long ncRNA (lncRNA) in C. semilaevis, predicting a competing endogenous RNA (ceRNA) regulatory network (MSTRG.24810.1-miR-460-cdk2) and verifying the targeting relationship using dual luciferase reporter assays. Expression profile analysis showed that cdk2 and the lncRNA MSTRG.24810.1 were highly expressed in female gonad and muscle, and their expression levels increased from 3-month-old (3M) to 8M. On the other hand, their negative regulator miR-460-x displayed lower expression in female than in male. After miR-460-x mimic transfection in C. semilaevis ovarian cells, the expressions of cdk2, cyclin E, and MSTRG.24810.1 were significantly decreased and cell cycle transition through G1 to S phase was obviously blocked. In vitro and in vivo experiments also indicated that RNAi-mediated knock-down of cdk2 caused down-regulation of MSTRG.24810.1 and other cell cycle related genes like cyclin E, cyclin A, e2f1, and h2b. Taken together, these results suggested that cdk2 gene and its associated ceRNA network may affect sex growth difference and differentiation of C. semilaevis individuals via regulating cell division and proliferation. The study will not only expand our knowledge on SSD regulatory mechanism, but also help to make an application on promoting growth and development of the fish.
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Affiliation(s)
- Xihong Li
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao 266237, China
| | - Jiacheng Wang
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China
| | - Jiaqi Mai
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Yuqi Sun
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Wenjie Li
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China
| | - Zhenyu Cai
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Wenteng Xu
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao 266237, China
| | - Zhangfan Chen
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao 266237, China
| | - Songlin Chen
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao 266237, China
| | - Na Wang
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao 266237, China; College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China.
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6
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Joshi KM, Salve S, Dhanwade D, Chavhan M, Jagtap S, Shinde M, Holkar R, Patil R, Chabukswar V. Advancing protein biosensors: redefining detection through innovations in materials, mechanisms, and applications for precision medicine and global diagnostics. RSC Adv 2025; 15:11523-11536. [PMID: 40225770 PMCID: PMC11987851 DOI: 10.1039/d4ra06791f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 03/08/2025] [Indexed: 04/15/2025] Open
Abstract
Protein biosensors are significant tools in modern diagnostics due to their exceptional sensitivity and specificity in detecting protein biomarkers critical for disease diagnosis, therapeutic monitoring, and biomedical research. Innovations in transduction methods, nanomaterials, and point-of-care system integration have spurred recent advancements in biosensor technology. This summary examines key developments in protein biosensors, focusing on their structure, applications, and future potential. Nanomaterial-enhanced electrochemical biosensors, such as graphene, polyaniline, and carbon nanotubes, offer improved signal transmission due to their large surface area and faster electron transfer rates. Label-free immunosensors activated with gold nanoparticles and MXene-based sensors capable of combined biomarker analysis for detecting ovarian cancer are notable examples. During the COVID-19 pandemic, colorimetric and fluorescence optical biosensors facilitated easier diagnostics. An example of this is the incorporation of SARS-CoV-2 detection technologies into mobile phones. Real-time, label-free tracking with molecular precision is now possible due to the development of new methods, such as CRISPR-based platforms and quartz crystal microbalance (QCM)-based biosensors. This advancement is crucial for effectively managing infectious diseases and cancer. Synthetic fluorescence biosensors increase diagnostics by improving the visualization of protein interactions and cellular communication. Despite these achievements, challenges related to scalability, sustainability, and regulatory compliance remain. Proposed solutions include sustainable biosensor manufacturing, artificial intelligence-enhanced analytics for efficacy evaluation, and multidisciplinary approaches to optimize interaction with decentralised diagnostic systems. This work demonstrates how protein biosensors can advance precision medicine and global health.
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Affiliation(s)
| | - Sanyukta Salve
- Institute of Bioinformatics and Biotechnology, Savitribai Phule Pune University Pune 411007 MH India
| | | | | | | | - Manish Shinde
- Additive Manufacturing & Advanced Materials - Electronics & Energy (AM2-E2), Centre for Material for Electronic Technology (C-MET) Panchawati, Off Pashan, Road Pune 411008 MH India
| | - Ravina Holkar
- Additive Manufacturing & Advanced Materials - Electronics & Energy (AM2-E2), Centre for Material for Electronic Technology (C-MET) Panchawati, Off Pashan, Road Pune 411008 MH India
| | - Rajendra Patil
- Department of Biotechnology, Savitribai Phule Pune University Pune 411007 MH India
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7
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Zandhuis ND, Bradarić A, van der Zwaan C, Hoogendijk AJ, Popović B, Wolkers MC. Combined Deletion of ZFP36L1 and ZFP36L2 Drives Superior Cytokine Production in T Cells at the Cost of Cell Fitness. Eur J Immunol 2025; 55:e202451641. [PMID: 40249077 PMCID: PMC12007392 DOI: 10.1002/eji.202451641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Revised: 03/11/2025] [Accepted: 03/14/2025] [Indexed: 04/19/2025]
Abstract
A key feature of cytotoxic CD8+ T cells for eliminating pathogens and malignant cells is their capacity to produce proinflammatory cytokines, which include TNF and IFNγ. Provided that these cytokines are highly toxic, a tight control of their production is imperative. RNA-binding proteins (RBPs) are essential for the fine-tuning of cytokine production. The role of the RBP ZFP36L1 and its sister protein ZFP36L2 herein has been established, but their relative contribution to cytokine production is not well understood. We here compared the effect of ZFP36L1 and ZFP36L2 single and double deficiency in murine effector CD8+ T cells. Whereas single deficient T cells significantly increased cytokine production, double deficiency completely unleashed the cytokine production. Not only the TNF production was substantially prolonged in double-deficient T cells. Also, the production of IFNγ reached unprecedented levels with >90% IFNγ-producing T cells compared with 3% in WT T cells after 3 days of continuous activation. This continuous cytokine production by double-deficient T cells was also observed in tumor-infiltrating lymphocytes in vivo, however, with no effect on tumor growth. ZFP36L1 and ZFP36L2 double deficiency resulted in decreased cell viability, impaired STAT5 signaling, and dysregulated cell cycle progression. In conclusion, while combined deletion in ZFP36L1 and ZFP36L2 can drive continuous cytokine production even upon chronic activation, safeguards are in place to counteract such super-cytokine producers.
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Affiliation(s)
- Nordin D. Zandhuis
- Department of ResearchT Cell Differentiation LabSanquin Blood Supply FoundationAmsterdamThe Netherlands
- Amsterdam UMC Landsteiner Laboratory University of Amsterdam Cancer Center Amsterdam Cancer Immunologyand Amsterdam Institute for Infection & ImmunityAmsterdamThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Antonia Bradarić
- Department of ResearchT Cell Differentiation LabSanquin Blood Supply FoundationAmsterdamThe Netherlands
- Amsterdam UMC Landsteiner Laboratory University of Amsterdam Cancer Center Amsterdam Cancer Immunologyand Amsterdam Institute for Infection & ImmunityAmsterdamThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Carmen van der Zwaan
- Amsterdam UMC Landsteiner Laboratory University of Amsterdam Cancer Center Amsterdam Cancer Immunologyand Amsterdam Institute for Infection & ImmunityAmsterdamThe Netherlands
- Department of ResearchBleeding & HemostasisSanquin Blood Supply FoundationAmsterdamThe Netherlands
| | - Arie J. Hoogendijk
- Amsterdam UMC Landsteiner Laboratory University of Amsterdam Cancer Center Amsterdam Cancer Immunologyand Amsterdam Institute for Infection & ImmunityAmsterdamThe Netherlands
- Department of ResearchBleeding & HemostasisSanquin Blood Supply FoundationAmsterdamThe Netherlands
| | - Branka Popović
- Department of ResearchT Cell Differentiation LabSanquin Blood Supply FoundationAmsterdamThe Netherlands
- Amsterdam UMC Landsteiner Laboratory University of Amsterdam Cancer Center Amsterdam Cancer Immunologyand Amsterdam Institute for Infection & ImmunityAmsterdamThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Monika C. Wolkers
- Department of ResearchT Cell Differentiation LabSanquin Blood Supply FoundationAmsterdamThe Netherlands
- Amsterdam UMC Landsteiner Laboratory University of Amsterdam Cancer Center Amsterdam Cancer Immunologyand Amsterdam Institute for Infection & ImmunityAmsterdamThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
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8
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Cutty SJ, Hughes FA, Ortega-Prieto P, Desai S, Thomas P, Fets LV, Secrier M, Barr AR. Pro-survival roles for p21(Cip1/Waf1) in non-small cell lung cancer. Br J Cancer 2025; 132:421-437. [PMID: 39706988 PMCID: PMC11876327 DOI: 10.1038/s41416-024-02928-9] [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] [Received: 06/03/2024] [Revised: 11/12/2024] [Accepted: 12/04/2024] [Indexed: 12/23/2024] Open
Abstract
BACKGROUND Quiescence is reversible proliferative arrest. Multiple mechanisms regulate quiescence that are not fully understood. High expression of the CDK inhibitor p21Cip1/Waf1 correlates with a poor prognosis in non-small cell lung cancer (NSCLC) and, in non-transformed cells, p21 promotes quiescence after replication stress. We tested whether NSCLC cells enter p21-dependent quiescence and if this is advantageous to NSCLC cells. METHODS Through analysis of patient data and quantitative, single-cell, timelapse imaging of genetically-engineered NSCLC reporter cell lines we investigated the role of p21 in NSCLC during normal proliferation and after chemotherapy. RESULTS High p21 expression correlates with a poor prognosis in TP53 wild-type, but not TP53 mutant, NSCLC patients and TP53 wild-type NSCLC cells can enter p21-dependent quiescence, downstream of replication stress. Without p21, unrepaired DNA damage propagates into S-phase and cells display increased genomic instability. p21 expression confers survival advantages to TP53 wild-type NSCLC cells, during proliferation and after chemotherapy. p21 can promote tumour relapse by allowing recovery from both G1 and G2 arrests after chemotherapy. CONCLUSIONS p21-dependent quiescence exists in TP53 wild-type NSCLC cells and provides survival advantages to these cells. Targeting p21 function in TP53 wild-type tumours could lead to better outcomes for chemotherapy treatment in NSCLC patients.
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Affiliation(s)
- S J Cutty
- Institute of Clinical Sciences, Imperial College London, London, UK
| | - F A Hughes
- Department of Mathematics, Imperial College London, London, UK
- MRC Laboratory of Medical Sciences, London, UK
| | | | - S Desai
- Charing Cross Hospital, Imperial College London, London, UK
| | - P Thomas
- Department of Mathematics, Imperial College London, London, UK
| | - L V Fets
- MRC Laboratory of Medical Sciences, London, UK
| | - M Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - A R Barr
- Institute of Clinical Sciences, Imperial College London, London, UK.
- MRC Laboratory of Medical Sciences, London, UK.
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9
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Funk AL, Katerji M, Afifi M, Nyswaner K, Woodroofe CC, Edwards ZC, Lindberg E, Bergman KL, Gough NR, Rubin MR, Karpińska K, Trotter EW, Dash S, Ries AL, James A, Robinson CM, Difilippantonio S, Karim BO, Chang TC, Chen L, Xu X, Doroshow JH, Ahel I, Marusiak AA, Swenson RE, Cappell SD, Brognard J. Targeting c-MYC and gain-of-function p53 through inhibition or degradation of the kinase LZK suppresses the growth of HNSCC tumors. Sci Signal 2025; 18:eado2857. [PMID: 39933019 PMCID: PMC11912006 DOI: 10.1126/scisignal.ado2857] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 09/03/2024] [Accepted: 12/24/2024] [Indexed: 02/13/2025]
Abstract
The worldwide annual frequency and lethality of head and neck squamous cell carcinoma (HNSCC) is not improving, and thus, new therapeutic approaches are needed. Approximately 70% of HNSCC cases have either amplification or overexpression of MAP3K13, which encodes the kinase LZK. Here, we found that LZK is a therapeutic target in HNSCC and that small-molecule inhibition of its catalytic function decreased the viability of HNSCC cells with amplified MAP3K13. Inhibition of LZK suppressed tumor growth in MAP3K13-amplified xenografts derived from HNSCC patients. LZK stabilized the transcription factor c-MYC through its kinase activity and gain-of-function mutants of p53 in a kinase-independent manner. We designed a proteolysis-targeting chimera (PROTAC) that induced LZK degradation, leading to decreased abundance of both c-MYC and gain-of-function p53, and reduced the viability of HNSCC cells. Our findings demonstrate that LZK-targeted therapeutics, particularly PROTACs, may be effective in treating HNSCCs with MAP3K13 amplification.
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Affiliation(s)
- Amy L. Funk
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Meghri Katerji
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Marwa Afifi
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892-4255, USA
| | - Katherine Nyswaner
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Carolyn C. Woodroofe
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Zoe C. Edwards
- Cell Division Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Eric Lindberg
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Knickole L. Bergman
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | | | - Maxine R. Rubin
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Kamila Karpińska
- Laboratory of Molecular OncoSignalling, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Eleanor W. Trotter
- Cell Division Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Sweta Dash
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Amy L. Ries
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Amy James
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Christina M. Robinson
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Simone Difilippantonio
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Baktiar O. Karim
- Molecular Histopathology Laboratory, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Ting-Chia Chang
- Molecular Characterization Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Li Chen
- Molecular Characterization Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Xin Xu
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, NIH, Rockville, MD 20850, USA
| | - James H. Doroshow
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, NIH, Rockville, MD 20850, USA
| | - Ivan Ahel
- Sir William Dunn School of Pathology, Oxford UK, OX1 3RE
| | - Anna A. Marusiak
- Laboratory of Molecular OncoSignalling, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Rolf E. Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Steven D. Cappell
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892-4255, USA
| | - John Brognard
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
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10
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Funk AL, Katerji M, Afifi M, Nyswaner K, Woodroofe CC, Edwards ZC, Lindberg E, Bergman KL, Gough NR, Rubin MR, Karpińska K, Trotter EW, Dash S, Ries AL, James A, Robinson CM, Difilippantonio S, Karim BO, Chang TC, Chen L, Xu X, Doroshow JH, Ahel I, Marusiak AA, Swenson RE, Cappell SD, Brognard J. Targeting GOF p53 and c-MYC through LZK Inhibition or Degradation Suppresses Head and Neck Tumor Growth. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.19.623840. [PMID: 39605563 PMCID: PMC11601640 DOI: 10.1101/2024.11.19.623840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
The worldwide frequency of head and neck squamous cell carcinoma (HNSCC) is approximately 800,000 new cases, with 430,000 deaths annually. We determined that LZK (encoded by MAP3K13) is a therapeutic target in HNSCC and showed that inhibition with small molecule inhibitors decreases the viability of HNSCC cells with amplified MAP3K13. A drug-resistant mutant of LZK blocks decreases in cell viability due to LZK inhibition, indicating on-target activity by two separate small molecules. Inhibition of LZK catalytic activity suppressed tumor growth in HNSCC PDX models with amplified MAP3K13. We found that the kinase activity of LZK stabilized c-MYC and that LZK stabilized gain-of-function (GOF) p53 through a kinase-independent mechanism. Therefore, we designed proteolysis-targeting chimeras (PROTACs) and demonstrate that our lead PROTAC promotes LZK degradation and suppresses expression of GOF p53 and c-MYC leading to impaired viability of HNSCC cell lines. This research provides a strong basis for development of therapeutics targeting LZK in HNSCCs with amplification of the gene.
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Affiliation(s)
- Amy L. Funk
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Meghri Katerji
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Marwa Afifi
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892-4255, USA
| | - Katherine Nyswaner
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Carolyn C. Woodroofe
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Zoe C. Edwards
- Cell Division Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Eric Lindberg
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Knickole L. Bergman
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | | | - Maxine R. Rubin
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Kamila Karpińska
- Laboratory of Molecular OncoSignalling, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Eleanor W. Trotter
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
- Cell Division Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester M20 4BX, UK
| | - Sweta Dash
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
| | - Amy L. Ries
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Amy James
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Christina M. Robinson
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Simone Difilippantonio
- Laboratory Animal Sciences Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Baktiar O. Karim
- Molecular Histopathology Laboratory, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Ting-Chia Chang
- Molecular Characterization Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Li Chen
- Molecular Characterization Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Xin Xu
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, NIH, Rockville, MD 20850, USA
| | - James H. Doroshow
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, NIH, Rockville, MD 20850, USA
| | - Ivan Ahel
- Sir William Dunn School of Pathology, Oxford UK, OX1 3RE
| | - Anna A. Marusiak
- Laboratory of Molecular OncoSignalling, IMol Polish Academy of Sciences, Warsaw, Poland
| | - Rolf E. Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Rockville, MD 20850, USA
| | - Steven D. Cappell
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892-4255, USA
| | - John Brognard
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute at Frederick, NIH, Frederick, MD 21702, USA
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11
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Nour El-Deen AES, Taha AM, Elsayed A, Ali AN, Taha RS. Impact of co-administration of apricot kernels and caffeine on adult male diabetic albino rats. Front Physiol 2024; 15:1358177. [PMID: 39611078 PMCID: PMC11602279 DOI: 10.3389/fphys.2024.1358177] [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: 12/19/2023] [Accepted: 05/22/2024] [Indexed: 11/30/2024] Open
Abstract
The purpose of this study is to evaluate the impacts of apricot kernels and caffeine on blood glucose, lipid profile, insulin secretion, and antioxidant effect in diabetic rats. Forty adult male albino rats were divided into five groups: normal control, diabetic control, diabetic rats treated with apricot kernels, diabetic rats treated with caffeine, and diabetic rats treated with apricot kernels plus caffeine. Fasting samples were collected at the end of the study for analysis, and pieces of liver and pancreatic tissues were removed for histological analysis. There was a significant decrease in blood glucose, glycated hemoglobin, body weight, total cholesterol, triglyceride, and low-density lipoprotein cholesterol (LDL-C) levels and a significant increase in insulin and high-density lipoprotein cholesterol (HDL-C) levels in the kernel and caffeine-treated groups. However, there was little histological alteration in the liver or pancreas, and no significant differences were observed in the histological findings between groups. Overall, it can be concluded that apricot kernel and caffeine had a positive effect in decreasing blood glucose and harmful lipid profile and that caffeine had a synergistic effect on the apricot kernel.
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Affiliation(s)
- Ahmed El Sayed Nour El-Deen
- Department of Basic Medical and Dental Sciences, Faculty of Dentistry, Zarqa University, Zarqa, Jordan
- Department of Physiology, Faculty of Medicine, Al-Azhar University, Assiut, Egypt
| | - Ahmad Mohamad Taha
- Department of Basic Medical and Dental Sciences, Faculty of Dentistry, Zarqa University, Zarqa, Jordan
- Department of Physiology, Faculty of Medicine, Port Said University, Port Said, Egypt
| | - Almoatazbellah Elsayed
- Department of Basic Medical and Dental Sciences, Faculty of Dentistry, Zarqa University, Zarqa, Jordan
- Department of Pathology, Faculty of Medicine, Al-Azhar University, Assiut, Egypt
| | - Ahmed Noaman Ali
- Department of Basic Medical and Dental Sciences, Faculty of Dentistry, Zarqa University, Zarqa, Jordan
- Department of Oral Pathology, Faculty of Dentistry, Tanta University, Tanta, Egypt
| | - Reda Samir Taha
- Department of Basic Medical and Dental Sciences, Faculty of Dentistry, Zarqa University, Zarqa, Jordan
- Department of Anatomy, Faculty of Medicine in Damietta, Al-Azhar University, Assiut, Egypt
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12
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Daigh LH, Saha D, Rosenthal DL, Ferrick KR, Meyer T. Uncoupling of mTORC1 from E2F activity maintains DNA damage and senescence. Nat Commun 2024; 15:9181. [PMID: 39448567 PMCID: PMC11502682 DOI: 10.1038/s41467-024-52820-6] [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] [Received: 09/10/2020] [Accepted: 09/20/2024] [Indexed: 10/26/2024] Open
Abstract
DNA damage is a primary trigger for cellular senescence, which in turn causes organismal aging and is a promising target of anti-aging therapies. Most DNA damage occurs when DNA is fragile during DNA replication in S phase, but senescent cells maintain DNA damage long-after DNA replication has stopped. How senescent cells induce DNA damage and why senescent cells fail to repair damaged DNA remain open questions. Here, we combine reversible expression of the senescence-inducing CDK4/6 inhibitory protein p16INK4 (p16) with live single-cell analysis and show that sustained mTORC1 signaling triggers senescence in non-proliferating cells by increasing transcriptional DNA damage and inflammation signaling that persists after p16 is degraded. Strikingly, we show that activation of E2F transcriptional program, which is regulated by CDK4/6 activity and promotes expression of DNA repair proteins, repairs transcriptionally damaged DNA without requiring DNA replication. Together, our study suggests that senescence can be maintained by ongoing mTORC1-induced transcriptional DNA damage that cannot be sufficiently repaired without induction of protective E2F target genes.
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Affiliation(s)
- Leighton H Daigh
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Debarya Saha
- Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY, 10065, USA
| | - David L Rosenthal
- Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY, 10065, USA
| | - Katherine R Ferrick
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY, 10065, USA
| | - Tobias Meyer
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY, 10065, USA.
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13
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Venkatachalapathy H, Brzakala C, Batchelor E, Azarin SM, Sarkar CA. Inertial effect of cell state velocity on the quiescence-proliferation fate decision. NPJ Syst Biol Appl 2024; 10:111. [PMID: 39358384 PMCID: PMC11447052 DOI: 10.1038/s41540-024-00428-3] [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] [Received: 04/02/2024] [Accepted: 08/16/2024] [Indexed: 10/04/2024] Open
Abstract
Energy landscapes can provide intuitive depictions of population heterogeneity and dynamics. However, it is unclear whether individual cell behavior, hypothesized to be determined by initial position and noise, is faithfully recapitulated. Using the p21-/Cdk2-dependent quiescence-proliferation decision in breast cancer dormancy as a testbed, we examined single-cell dynamics on the landscape when perturbed by hypoxia, a dormancy-inducing stress. Combining trajectory-based energy landscape generation with single-cell time-lapse microscopy, we found that a combination of initial position and velocity on a p21/Cdk2 landscape, but not position alone, was required to explain the observed cell fate heterogeneity under hypoxia. This is likely due to additional cell state information such as epigenetic features and/or other species encoded in velocity but missing in instantaneous position determined by p21 and Cdk2 levels alone. Here, velocity dependence manifested as inertia: cells with higher cell cycle velocities prior to hypoxia continued progressing along the cell cycle under hypoxia, resisting the change in landscape towards cell cycle exit. Such inertial effects may markedly influence cell fate trajectories in tumors and other dynamically changing microenvironments where cell state transitions are governed by coordination across several biochemical species.
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Affiliation(s)
- Harish Venkatachalapathy
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN, USA
| | - Cole Brzakala
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN, USA
| | - Eric Batchelor
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN, USA
| | - Samira M Azarin
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN, USA.
| | - Casim A Sarkar
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, USA.
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14
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Ma Y, Li Z, Li D, Zheng B, Xue Y. G0 arrest gene patterns to predict the prognosis and drug sensitivity of patients with lung adenocarcinoma. PLoS One 2024; 19:e0309076. [PMID: 39159158 PMCID: PMC11332951 DOI: 10.1371/journal.pone.0309076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 08/02/2024] [Indexed: 08/21/2024] Open
Abstract
G0 arrest (G0A) is widely recognized as a crucial factor contributing to tumor relapse. The role of genes related to G0A in lung adenocarcinoma (LUAD) was unclear. This study aimed to develop a gene signature based on for LUAD patients and investigate its relationship with prognosis, tumor immune microenvironment, and therapeutic response in LUAD. We use the TCGA-LUAD database as the discovery cohort, focusing specifically on genes associated with the G0A pathway. We used various statistical methods, including Cox and lasso regression, to develop the model. We validated the model using bulk transcriptome and single-cell transcriptome datasets (GSE50081, GSE72094, GSE127465, GSE131907 and EMTAB6149). We used GSEA enrichment and the CIBERSORT algorithm to gain insight into the annotation of the signaling pathway and the characterization of the tumor microenvironment. We evaluated the response to immunotherapy, chemotherapy, and targeted therapy in these patients. The expression of six genes was validated in cell lines by quantitative real-time PCR (qRT-PCR). Our study successfully established a six-gene signature (CHCHD4, DUT, LARP1, PTTG1IP, RBM14, and WBP11) that demonstrated significant predictive power for overall survival in patients with LUAD. It demonstrated independent prognostic value in LUAD. To enhance clinical applicability, we developed a nomogram based on this gene signature, which showed high reliability in predicting patient outcomes. Furthermore, we observed a significant association between G0A-related risk and tumor microenvironment as well as drug susceptibility, highlighting the potential of the gene signature to guide personalized treatment strategies. The expression of six genes were significantly upregulated in the LUAD cell lines. This signature holds the potential to contribute to improved prognostic prediction and new personalized therapies specifically for LUAD patients.
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Affiliation(s)
- Yong Ma
- Thoracic Surgery Department, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan City, Shanxi, China
| | - Zhilong Li
- Thoracic Surgery Department, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan City, Shanxi, China
| | - Dongbing Li
- Scientific Research Center, Beijing ChosenMed Clinical Laboratory Co., Ltd., Beijing, China
| | - Baozhen Zheng
- Radiation Oncology Department, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences / Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yanfeng Xue
- Special Need Medical Department, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China
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15
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Weston WA, Holt JA, Wiecek AJ, Pilling J, Schiavone LH, Smith DM, Secrier M, Barr AR. An image-based screen for secreted proteins involved in breast cancer G0 cell cycle arrest. Sci Data 2024; 11:868. [PMID: 39127790 PMCID: PMC11316812 DOI: 10.1038/s41597-024-03697-z] [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] [Received: 02/16/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024] Open
Abstract
Secreted proteins regulate the balance between cellular proliferation and G0 arrest and therefore play important roles in tumour dormancy. Tumour dormancy presents a significant clinical challenge for breast cancer patients, where non-proliferating, G0-arrested cancer cells remain at metastatic sites, below the level of clinical detection, some of which can re-enter proliferation and drive tumour relapse. Knowing which secreted proteins can regulate entry into and exit from G0 allows us to manipulate their signalling to prevent tumour relapse. To identify novel secreted proteins that can promote breast cancer G0 arrest, we performed a secretome-wide, image-based screen for proteins that increase the fraction of cells in G0 arrest. From a secretome library of 1282 purified proteins, we identified 29 candidates that promote G0 arrest in non-transformed and transformed breast epithelial cells. The assay we have developed can be adapted for use in other perturbation screens in other cell types. All datasets have been made available for re-analysis and our candidate proteins are presented for alternative bioinformatic refinement or further experimental follow up.
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Affiliation(s)
- William A Weston
- MRC Laboratory of Medical Sciences, Imperial College London, Du Cane Road, London, W12 0HS, UK
| | - Jordan A Holt
- MRC Laboratory of Medical Sciences, Imperial College London, Du Cane Road, London, W12 0HS, UK
- Institute of Clinical Sciences, Imperial College London, Du Cane Road, London, W12 0HS, UK
| | - Anna J Wiecek
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - James Pilling
- Discovery Biology, Discovery Sciences, R&D, AstraZeneca, Cambridge, CB2 0AA, UK
| | | | - David M Smith
- Emerging Innovation Unit, Discovery Sciences, R&D, AstraZeneca, Cambridge, CB2 0AA, UK
| | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Alexis R Barr
- MRC Laboratory of Medical Sciences, Imperial College London, Du Cane Road, London, W12 0HS, UK.
- Institute of Clinical Sciences, Imperial College London, Du Cane Road, London, W12 0HS, UK.
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16
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Guerrero Zuniga A, Aikin TJ, McKenney C, Lendner Y, Phung A, Hook PW, Meltzer A, Timp W, Regot S. Sustained ERK signaling promotes G2 cell cycle exit and primes cells for whole-genome duplication. Dev Cell 2024; 59:1724-1736.e4. [PMID: 38640927 PMCID: PMC11233237 DOI: 10.1016/j.devcel.2024.03.032] [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] [Received: 10/28/2022] [Revised: 01/30/2024] [Accepted: 03/25/2024] [Indexed: 04/21/2024]
Abstract
Whole-genome duplication (WGD) is a frequent event in cancer evolution that fuels chromosomal instability. WGD can result from mitotic errors or endoreduplication, yet the molecular mechanisms that drive WGD remain unclear. Here, we use live single-cell analysis to characterize cell-cycle dynamics upon aberrant Ras-ERK signaling. We find that sustained ERK signaling in human cells leads to reactivation of the APC/C in G2, resulting in tetraploid G0-like cells that are primed for WGD. This process is independent of DNA damage or p53 but dependent on p21. Transcriptomics analysis and live-cell imaging showed that constitutive ERK activity promotes p21 expression, which is necessary and sufficient to inhibit CDK activity and which prematurely activates the anaphase-promoting complex (APC/C). Finally, either loss of p53 or reduced ERK signaling allowed for endoreduplication, completing a WGD event. Thus, sustained ERK signaling-induced G2 cell cycle exit represents an alternative path to WGD.
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Affiliation(s)
- Adler Guerrero Zuniga
- Department of Molecular Biology and Genetics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; The Biochemistry, Cellular and Molecular Biology Graduate Program, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Timothy J Aikin
- Department of Molecular Biology and Genetics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; The Biochemistry, Cellular and Molecular Biology Graduate Program, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Connor McKenney
- Department of Molecular Biology and Genetics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; The Biochemistry, Cellular and Molecular Biology Graduate Program, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Yovel Lendner
- Department of Molecular Biology and Genetics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Alain Phung
- Department of Molecular Biology and Genetics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Paul W Hook
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD 21205, USA
| | - Amy Meltzer
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD 21205, USA
| | - Winston Timp
- Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD 21205, USA
| | - Sergi Regot
- Department of Molecular Biology and Genetics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
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17
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Ma C, Gurkan-Cavusoglu E. A comprehensive review of computational cell cycle models in guiding cancer treatment strategies. NPJ Syst Biol Appl 2024; 10:71. [PMID: 38969664 PMCID: PMC11226463 DOI: 10.1038/s41540-024-00397-7] [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: 01/26/2024] [Accepted: 06/24/2024] [Indexed: 07/07/2024] Open
Abstract
This article reviews the current knowledge and recent advancements in computational modeling of the cell cycle. It offers a comparative analysis of various modeling paradigms, highlighting their unique strengths, limitations, and applications. Specifically, the article compares deterministic and stochastic models, single-cell versus population models, and mechanistic versus abstract models. This detailed analysis helps determine the most suitable modeling framework for various research needs. Additionally, the discussion extends to the utilization of these computational models to illuminate cell cycle dynamics, with a particular focus on cell cycle viability, crosstalk with signaling pathways, tumor microenvironment, DNA replication, and repair mechanisms, underscoring their critical roles in tumor progression and the optimization of cancer therapies. By applying these models to crucial aspects of cancer therapy planning for better outcomes, including drug efficacy quantification, drug discovery, drug resistance analysis, and dose optimization, the review highlights the significant potential of computational insights in enhancing the precision and effectiveness of cancer treatments. This emphasis on the intricate relationship between computational modeling and therapeutic strategy development underscores the pivotal role of advanced modeling techniques in navigating the complexities of cell cycle dynamics and their implications for cancer therapy.
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Affiliation(s)
- Chenhui Ma
- Department of Electrical, Computer and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA.
| | - Evren Gurkan-Cavusoglu
- Department of Electrical, Computer and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA
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18
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Holtzen SE, Navid E, Kainov JD, Palmer AE. Transient Zn 2+ deficiency induces replication stress and compromises daughter cell proliferation. Proc Natl Acad Sci U S A 2024; 121:e2321216121. [PMID: 38687796 PMCID: PMC11087780 DOI: 10.1073/pnas.2321216121] [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] [Received: 12/09/2023] [Accepted: 03/13/2024] [Indexed: 05/02/2024] Open
Abstract
Cells must replicate their genome quickly and accurately, and they require metabolites and cofactors to do so. Ionic zinc (Zn2+) is an essential micronutrient that is required for hundreds of cellular processes, including DNA synthesis and adequate proliferation. Deficiency in this micronutrient impairs DNA synthesis and inhibits proliferation, but the mechanism is unknown. Using fluorescent reporters to track single cells via long-term live-cell imaging, we find that Zn2+ is required at the G1/S transition and during S phase for timely completion of S phase. A short pulse of Zn2+ deficiency impairs DNA synthesis and increases markers of replication stress. These markers of replication stress are reversed upon resupply of Zn2+. Finally, we find that if Zn2+ is chelated during the mother cell's S phase, daughter cells enter a transient quiescent state, maintained by sustained expression of p21, which disappears upon reentry into the cell cycle. In summary, short pulses of mild Zn2+ deficiency in S phase specifically induce replication stress, which causes downstream proliferation impairments in daughter cells.
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Affiliation(s)
- Samuel E. Holtzen
- Department of Molecular Cellular and Developmental Biology, University of Colorado, Boulder, CO80309
| | - Elnaz Navid
- Department of Biochemistry, University of Colorado, Boulder, CO80309
| | - Joseph D. Kainov
- Department of Biochemistry, University of Colorado, Boulder, CO80309
| | - Amy E. Palmer
- Department of Biochemistry, University of Colorado, Boulder, CO80309
- BioFrontiers Institute, University of Colorado, Boulder, CO80309
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19
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McKenney C, Lendner Y, Guerrero-Zuniga A, Sinha N, Veresko B, Aikin TJ, Regot S. CDK4/6 activity is required during G 2 arrest to prevent stress-induced endoreplication. Science 2024; 384:eadi2421. [PMID: 38696576 PMCID: PMC11305671 DOI: 10.1126/science.adi2421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 03/05/2024] [Indexed: 05/04/2024]
Abstract
Cell cycle events are coordinated by cyclin-dependent kinases (CDKs) to ensure robust cell division. CDK4/6 and CDK2 regulate the growth 1 (G1) to synthesis (S) phase transition of the cell cycle by responding to mitogen signaling, promoting E2F transcription and inhibition of the anaphase-promoting complex. We found that this mechanism was still required in G2-arrested cells to prevent cell cycle exit after the S phase. This mechanism revealed a role for CDK4/6 in maintaining the G2 state, challenging the notion that the cell cycle is irreversible and that cells do not require mitogens after passing the restriction point. Exit from G2 occurred during ribotoxic stress and was actively mediated by stress-activated protein kinases. Upon relief of stress, a significant fraction of cells underwent a second round of DNA replication that led to whole-genome doubling.
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Affiliation(s)
- Connor McKenney
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
- Dept. Oncology, The Johns Hopkins University School of Medicine; Baltimore, USA
- The Biochemistry, Cellular, and Molecular Biology Graduate Program; Baltimore, USA
| | - Yovel Lendner
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
- Dept. Oncology, The Johns Hopkins University School of Medicine; Baltimore, USA
| | - Adler Guerrero-Zuniga
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
- Dept. Oncology, The Johns Hopkins University School of Medicine; Baltimore, USA
- The Biochemistry, Cellular, and Molecular Biology Graduate Program; Baltimore, USA
| | - Niladri Sinha
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
| | - Benjamin Veresko
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
- Dept. Oncology, The Johns Hopkins University School of Medicine; Baltimore, USA
| | - Timothy J. Aikin
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
- Dept. Oncology, The Johns Hopkins University School of Medicine; Baltimore, USA
- The Biochemistry, Cellular, and Molecular Biology Graduate Program; Baltimore, USA
| | - Sergi Regot
- Dept. Molecular Biology and Genetics, The Johns Hopkins University School of Medicine; Baltimore, USA
- Dept. Oncology, The Johns Hopkins University School of Medicine; Baltimore, USA
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20
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Kawabata T, Sekiya R, Goto S, Li TS. Chronic replication stress invokes mitochondria dysfunction via impaired parkin activity. Sci Rep 2024; 14:7877. [PMID: 38570643 PMCID: PMC10991263 DOI: 10.1038/s41598-024-58656-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 04/02/2024] [Indexed: 04/05/2024] Open
Abstract
Replication stress is a major contributor to tumorigenesis because it provides a source of chromosomal rearrangements via recombination events. PARK2, which encodes parkin, a regulator of mitochondrial homeostasis, is located on one of the common fragile sites that are prone to rearrangement by replication stress, indicating that replication stress may potentially impact mitochondrial homeostasis. Here, we show that chronic low-dose replication stress causes a fixed reduction in parkin expression, which is associated with mitochondrial dysfunction, indicated by an increase in mtROS. Consistent with the major role of parkin in mitophagy, reduction in parkin protein expression was associated with a slight decrease in mitophagy and changes in mitochondrial morphology. In contrast, cells expressing ectopic PARK2 gene does not show mtROS increases and changes in mitochondrial morphology even after exposure to chronic replication stress, suggesting that intrinsic fragility at PARK2 loci associated with parkin reduction is responsible for mitochondrial dysfunction caused by chronic replication stress. As endogenous replication stress and mitochondrial dysfunction are both involved in multiple pathophysiology, our data support the therapeutic development of recovery of parkin expression in human healthcare.
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Affiliation(s)
- Tsuyoshi Kawabata
- Department of Stem Cell Biology, Atomic Bomb Disease Institute, Nagasaki University, Nagasaki, Japan.
| | - Reiko Sekiya
- Department of Stem Cell Biology, Atomic Bomb Disease Institute, Nagasaki University, Nagasaki, Japan
| | - Shinji Goto
- Department of Stem Cell Biology, Atomic Bomb Disease Institute, Nagasaki University, Nagasaki, Japan
| | - Tao-Sheng Li
- Department of Stem Cell Biology, Atomic Bomb Disease Institute, Nagasaki University, Nagasaki, Japan
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21
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Zikry TM, Wolff SC, Ranek JS, Davis HM, Naugle A, Luthra N, Whitman AA, Kedziora KM, Stallaert W, Kosorok MR, Spanheimer PM, Purvis JE. Cell cycle plasticity underlies fractional resistance to palbociclib in ER+/HER2- breast tumor cells. Proc Natl Acad Sci U S A 2024; 121:e2309261121. [PMID: 38324568 PMCID: PMC10873600 DOI: 10.1073/pnas.2309261121] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 01/05/2024] [Indexed: 02/09/2024] Open
Abstract
The CDK4/6 inhibitor palbociclib blocks cell cycle progression in Estrogen receptor-positive, human epidermal growth factor 2 receptor-negative (ER+/HER2-) breast tumor cells. Despite the drug's success in improving patient outcomes, a small percentage of tumor cells continues to divide in the presence of palbociclib-a phenomenon we refer to as fractional resistance. It is critical to understand the cellular mechanisms underlying fractional resistance because the precise percentage of resistant cells in patient tissue is a strong predictor of clinical outcomes. Here, we hypothesize that fractional resistance arises from cell-to-cell differences in core cell cycle regulators that allow a subset of cells to escape CDK4/6 inhibitor therapy. We used multiplex, single-cell imaging to identify fractionally resistant cells in both cultured and primary breast tumor samples resected from patients. Resistant cells showed premature accumulation of multiple G1 regulators including E2F1, retinoblastoma protein, and CDK2, as well as enhanced sensitivity to pharmacological inhibition of CDK2 activity. Using trajectory inference approaches, we show how plasticity among cell cycle regulators gives rise to alternate cell cycle "paths" that allow individual tumor cells to escape palbociclib treatment. Understanding drivers of cell cycle plasticity, and how to eliminate resistant cell cycle paths, could lead to improved cancer therapies targeting fractionally resistant cells to improve patient outcomes.
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Affiliation(s)
- Tarek M. Zikry
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC27599
| | - Samuel C. Wolff
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Jolene S. Ranek
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Harris M. Davis
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Ander Naugle
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Namit Luthra
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Austin A. Whitman
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Katarzyna M. Kedziora
- Center for Biologic Imaging, Department of Cell Biology, University of Pittsburg, Pittsburgh, PA15620
| | - Wayne Stallaert
- Department of Computational and Systems Biology, University of Pittsburg, Pittsburgh, PA15620
| | - Michael R. Kosorok
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC27599
| | - Philip M. Spanheimer
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Jeremy E. Purvis
- Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
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22
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Thoma OM, Naschberger E, Kubánková M, Larafa I, Kramer V, Menchicchi B, Merkel S, Britzen-Laurent N, Jefremow A, Grützmann R, Koop K, Neufert C, Atreya R, Guck J, Stürzl M, Neurath MF, Waldner MJ. p21 Prevents the Exhaustion of CD4 + T Cells Within the Antitumor Immune Response Against Colorectal Cancer. Gastroenterology 2024; 166:284-297.e11. [PMID: 37734420 DOI: 10.1053/j.gastro.2023.09.017] [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: 12/13/2022] [Revised: 08/30/2023] [Accepted: 09/05/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND & AIMS T cells are crucial for the antitumor response against colorectal cancer (CRC). T-cell reactivity to CRC is nevertheless limited by T-cell exhaustion. However, molecular mechanisms regulating T-cell exhaustion are only poorly understood. METHODS We investigated the functional role of cyclin-dependent kinase 1a (Cdkn1a or p21) in cluster of differentiation (CD) 4+ T cells using murine CRC models. Furthermore, we evaluated the expression of p21 in patients with stage I to IV CRC. In vitro coculture models were used to understand the effector function of p21-deficient CD4+ T cells. RESULTS We observed that the activation of cell cycle regulator p21 is crucial for CD4+ T-cell cytotoxic function and that p21 deficiency in type 1 helper T cells (Th1) leads to increased tumor growth in murine CRC. Similarly, low p21 expression in CD4+ T cells infiltrated into tumors of CRC patients is associated with reduced cancer-related survival. In mouse models of CRC, p21-deficient Th1 cells show signs of exhaustion, where an accumulation of effector/effector memory T cells and CD27/CD28 loss are predominant. Immune reconstitution of tumor-bearing Rag1-/- mice using ex vivo-treated p21-deficient T cells with palbociclib, an inhibitor of cyclin-dependent kinase 4/6, restored cytotoxic function and prevented exhaustion of p21-deficient CD4+ T cells as a possible concept for future immunotherapy of human disease. CONCLUSIONS Our data reveal the importance of p21 in controlling the cell cycle and preventing exhaustion of Th1 cells. Furthermore, we unveil the therapeutic potential of cyclin-dependent kinase inhibitors such as palbociclib to reduce T-cell exhaustion for future treatment of patients with colorectal cancer.
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Affiliation(s)
- Oana-Maria Thoma
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany.
| | - Elisabeth Naschberger
- Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany; Division of Molecular and Experimental Surgery, Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Markéta Kubánková
- Max Planck Institute for the Science of Light & Max-Planck-Zentrum für Physik und Medizin, Erlangen, Germany
| | - Imen Larafa
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Viktoria Kramer
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Bianca Menchicchi
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Susanne Merkel
- Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany; Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Nathalie Britzen-Laurent
- Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany; Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - André Jefremow
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Robert Grützmann
- Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany; Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Kristina Koop
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Clemens Neufert
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Raja Atreya
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Jochen Guck
- Max Planck Institute for the Science of Light & Max-Planck-Zentrum für Physik und Medizin, Erlangen, Germany
| | - Michael Stürzl
- Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany; Division of Molecular and Experimental Surgery, Department of Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Markus F Neurath
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Maximilian J Waldner
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; German Center for Immunotherapy, Deutsches Zentrum Immuntherapie (DZI), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany; Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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23
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Diehl FF, Sapp KM, Vander Heiden MG. The bidirectional relationship between metabolism and cell cycle control. Trends Cell Biol 2024; 34:136-149. [PMID: 37385879 DOI: 10.1016/j.tcb.2023.05.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 07/01/2023]
Abstract
The relationship between metabolism and cell cycle progression is complex and bidirectional. Cells must rewire metabolism to meet changing biosynthetic demands across cell cycle phases. In turn, metabolism can influence cell cycle progression through direct regulation of cell cycle proteins, through nutrient-sensing signaling pathways, and through its impact on cell growth, which is linked to cell division. Furthermore, metabolism is a key player in mediating quiescence-proliferation transitions in physiologically important cell types, such as stem cells. How metabolism impacts cell cycle progression, exit, and re-entry, as well as how these processes impact metabolism, is not fully understood. Recent advances uncovering mechanistic links between cell cycle regulators and metabolic processes demonstrate a complex relationship between metabolism and cell cycle control, with many questions remaining.
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Affiliation(s)
- Frances F Diehl
- Department of Molecular Biology and Genetics, Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Koch Institute for Integrative Cancer Research and the Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Kiera M Sapp
- Koch Institute for Integrative Cancer Research and the Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Matthew G Vander Heiden
- Koch Institute for Integrative Cancer Research and the Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA; Dana-Farber Cancer Institute, Boston, MA, USA.
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24
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Yang HW. Investigating Heterogeneous Cell-Cycle Progression Using Single-Cell Imaging Approaches. Methods Mol Biol 2024; 2740:263-273. [PMID: 38393481 DOI: 10.1007/978-1-0716-3557-5_16] [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] [Indexed: 02/25/2024]
Abstract
Investigating cell-cycle progression has been challenging due to the complex interconnectivity of regulatory processes and inherent cell-to-cell heterogeneity, which often require synchronization procedures. However, recent advancements in cell-cycle sensors and single-cell imaging techniques have turned this heterogeneity into an advantage for investigating the molecular mechanisms underlying diverse responses. This has led to significant progress in our understanding of cell-cycle regulation. In this paper, we present a comprehensive live single-cell imaging workflow that leverages cutting-edge live-cell sensors. These advanced single-cell imaging procedures provide promising opportunities for elucidating the molecular mechanisms underpinnings of heterogeneous responses in cell-cycle progression.
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Affiliation(s)
- Hee Won Yang
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
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25
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Liu X, Yan J, Kirschner MW. Cell size homeostasis is tightly controlled throughout the cell cycle. PLoS Biol 2024; 22:e3002453. [PMID: 38180950 PMCID: PMC10769027 DOI: 10.1371/journal.pbio.3002453] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 11/28/2023] [Indexed: 01/07/2024] Open
Abstract
To achieve a stable size distribution over multiple generations, proliferating cells require a means of counteracting stochastic noise in the rate of growth, the time spent in various phases of the cell cycle, and the imprecision in the placement of the plane of cell division. In the most widely accepted model, cell size is thought to be regulated at the G1/S transition, such that cells smaller than a critical size pause at the end of G1 phase until they have accumulated mass to a predetermined size threshold, at which point the cells proceed through the rest of the cell cycle. However, a model, based solely on a specific size checkpoint at G1/S, cannot readily explain why cells with deficient G1/S control mechanisms are still able to maintain a very stable cell size distribution. Furthermore, such a model would not easily account for stochastic variation in cell size during the subsequent phases of the cell cycle, which cannot be anticipated at G1/S. To address such questions, we applied computationally enhanced quantitative phase microscopy (ceQPM) to populations of cultured human cell lines, which enables highly accurate measurement of cell dry mass of individual cells throughout the cell cycle. From these measurements, we have evaluated the factors that contribute to maintaining cell mass homeostasis at any point in the cell cycle. Our findings reveal that cell mass homeostasis is accurately maintained, despite disruptions to the normal G1/S machinery or perturbations in the rate of cell growth. Control of cell mass is generally not confined to regulation of the G1 length. Instead mass homeostasis is imposed throughout the cell cycle. In the cell lines examined, we find that the coefficient of variation (CV) in dry mass of cells in the population begins to decline well before the G1/S transition and continues to decline throughout S and G2 phases. Among the different cell types tested, the detailed response of cell growth rate to cell mass differs. However, in general, when it falls below that for exponential growth, the natural increase in the CV of cell mass is effectively constrained. We find that both mass-dependent cell cycle regulation and mass-dependent growth rate modulation contribute to reducing cell mass variation within the population. Through the interplay and coordination of these 2 processes, accurate cell mass homeostasis emerges. Such findings reveal previously unappreciated and very general principles of cell size control in proliferating cells. These same regulatory processes might also be operative in terminally differentiated cells. Further quantitative dynamical studies should lead to a better understanding of the underlying molecular mechanisms of cell size control.
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Affiliation(s)
- Xili Liu
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Jiawei Yan
- Department of Chemistry, Stanford University, Stanford, California, United States of America
| | - Marc W. Kirschner
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, United States of America
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26
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Rong Y, Darnell AM, Sapp KM, Vander Heiden MG, Spencer SL. Cells use multiple mechanisms for cell-cycle arrest upon withdrawal of individual amino acids. Cell Rep 2023; 42:113539. [PMID: 38070134 PMCID: PMC11238304 DOI: 10.1016/j.celrep.2023.113539] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 09/29/2023] [Accepted: 11/17/2023] [Indexed: 12/30/2023] Open
Abstract
Amino acids are required for cell growth and proliferation, but it remains unclear when and how amino acid availability impinges on the proliferation-quiescence decision. Here, we used time-lapse microscopy and single-cell tracking of cyclin-dependent kinase 2 (CDK2) activity to assess the response of individual cells to withdrawal of single amino acids and found strikingly different cell-cycle effects depending on the amino acid. For example, upon leucine withdrawal, MCF10A cells complete two cell cycles and then enter a CDK2-low quiescence, whereas lysine withdrawal causes immediate cell-cycle stalling. Methionine withdrawal triggers a restriction point phenotype similar to serum starvation or Mek inhibition: upon methionine withdrawal, cells complete their current cell cycle and enter a CDK2-low quiescence after mitosis. Modulation of restriction point regulators p21/p27 or cyclin D1 enables short-term rescue of proliferation under methionine and leucine withdrawal, and to a lesser extent lysine withdrawal, revealing a checkpoint connecting nutrient signaling to cell-cycle entry.
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Affiliation(s)
- Yao Rong
- Department of Molecular, Cellular, and Developmental Biology and BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80303, USA
| | - Alicia M Darnell
- Koch Institute for Integrative Cancer Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Kiera M Sapp
- Koch Institute for Integrative Cancer Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Matthew G Vander Heiden
- Koch Institute for Integrative Cancer Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute, Cambridge, MA 02139, USA
| | - Sabrina L Spencer
- Department of Biochemistry and BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80303, USA.
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27
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Holtzen SE, Navid E, Kainov JD, Palmer AE. Transient Zn 2+ deficiency induces replication stress and compromises daughter cell proliferation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.08.570860. [PMID: 38106081 PMCID: PMC10723434 DOI: 10.1101/2023.12.08.570860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Cells must replicate their genome quickly and accurately, and they require metabolites and cofactors to do so. Ionic zinc (Zn2+) is an essential micronutrient that is required for hundreds of cellular processes, including DNA synthesis and adequate proliferation. Deficiency in this micronutrient impairs DNA synthesis and inhibits proliferation, but the mechanism is unknown. Using fluorescent reporters to track single cells via long-term live-cell imaging, we find that Zn2+ is required at the G1/S transition and during S-phase for timely completion of S-phase. A short pulse of Zn2+ deficiency impairs DNA synthesis and increases markers of replication stress. These markers of replication stress are reversed upon resupply of Zn2+. Finally, we find that if Zn2+ is removed during the mother cell's S-phase, daughter cells enter a transient quiescent state, maintained by sustained expression of p21, which disappears upon reentry into the cell cycle. In summary, short pulses of mild Zn2+ deficiency in S-phase specifically induce replication stress, which causes downstream proliferation impairments in daughter cells.
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Affiliation(s)
- Samuel E. Holtzen
- Department of Molecular Cellular and Developmental Biology and BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80309
- Department of Biochemistry, University of Colorado, Boulder, CO, 80309
| | - Elnaz Navid
- Department of Biochemistry, University of Colorado, Boulder, CO, 80309
| | - Joseph D. Kainov
- Department of Biochemistry, University of Colorado, Boulder, CO, 80309
| | - Amy E. Palmer
- Department of Biochemistry, University of Colorado, Boulder, CO, 80309
- Department of Biochemistry and BioFrontiers Institute, University of Colorado, Boulder, CO, 80309
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28
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Dludla PV, Cirilli I, Marcheggiani F, Silvestri S, Orlando P, Muvhulawa N, Moetlediwa MT, Nkambule BB, Mazibuko-Mbeje SE, Hlengwa N, Hanser S, Ndwandwe D, Marnewick JL, Basson AK, Tiano L. Bioactive Properties, Bioavailability Profiles, and Clinical Evidence of the Potential Benefits of Black Pepper ( Piper nigrum) and Red Pepper ( Capsicum annum) against Diverse Metabolic Complications. Molecules 2023; 28:6569. [PMID: 37764345 PMCID: PMC10534530 DOI: 10.3390/molecules28186569] [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: 07/23/2023] [Revised: 08/29/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023] Open
Abstract
The consumption of food-derived products, including the regular intake of pepper, is increasingly evaluated for its potential benefits in protecting against diverse metabolic complications. The current study made use of prominent electronic databases including PubMed, Google Scholar, and Scopus to retrieve clinical evidence linking the intake of black and red pepper with the amelioration of metabolic complications. The findings summarize evidence supporting the beneficial effects of black pepper (Piper nigrum L.), including its active ingredient, piperine, in improving blood lipid profiles, including reducing circulating levels of total cholesterol, low-density lipoprotein cholesterol, and triglycerides in overweight and obese individuals. The intake of piperine was also linked with enhanced antioxidant and anti-inflammatory properties by increasing serum levels of superoxide dismutase while reducing those of malonaldehyde and C-reactive protein in individuals with metabolic syndrome. Evidence summarized in the current review also indicates that red pepper (Capsicum annum), together with its active ingredient, capsaicin, could promote energy expenditure, including limiting energy intake, which is likely to contribute to reduced fat mass in overweight and obese individuals. Emerging clinical evidence also indicates that pepper may be beneficial in alleviating complications linked with other chronic conditions, including osteoarthritis, oropharyngeal dysphagia, digestion, hemodialysis, and neuromuscular fatigue. Notably, the beneficial effects of pepper or its active ingredients appear to be more pronounced when used in combination with other bioactive compounds. The current review also covers essential information on the metabolism and bioavailability profiles of both pepper species and their main active ingredients, which are all necessary to understand their potential beneficial effects against metabolic diseases.
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Affiliation(s)
- Phiwayinkosi V. Dludla
- Cochrane South Africa, South African Medical Research Council, Tygerberg 7505, South Africa; (N.M.); (D.N.)
- Department of Biochemistry and Microbiology, University of Zululand, KwaDlangezwa 3886, South Africa; (N.H.); (A.K.B.)
| | - Ilenia Cirilli
- Department of Life and Environmental Sciences, Polytechnic University of Marche, 60131 Ancona, Italy; (I.C.); (F.M.); (S.S.); (P.O.); (L.T.)
| | - Fabio Marcheggiani
- Department of Life and Environmental Sciences, Polytechnic University of Marche, 60131 Ancona, Italy; (I.C.); (F.M.); (S.S.); (P.O.); (L.T.)
| | - Sonia Silvestri
- Department of Life and Environmental Sciences, Polytechnic University of Marche, 60131 Ancona, Italy; (I.C.); (F.M.); (S.S.); (P.O.); (L.T.)
| | - Patrick Orlando
- Department of Life and Environmental Sciences, Polytechnic University of Marche, 60131 Ancona, Italy; (I.C.); (F.M.); (S.S.); (P.O.); (L.T.)
| | - Ndivhuwo Muvhulawa
- Cochrane South Africa, South African Medical Research Council, Tygerberg 7505, South Africa; (N.M.); (D.N.)
- Department of Biochemistry, North-West University, Mafikeng Campus, Mmabatho 2735, South Africa; (M.T.M.); (S.E.M.-M.)
| | - Marakiya T. Moetlediwa
- Department of Biochemistry, North-West University, Mafikeng Campus, Mmabatho 2735, South Africa; (M.T.M.); (S.E.M.-M.)
| | - Bongani B. Nkambule
- School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban 4000, South Africa;
| | - Sithandiwe E. Mazibuko-Mbeje
- Department of Biochemistry, North-West University, Mafikeng Campus, Mmabatho 2735, South Africa; (M.T.M.); (S.E.M.-M.)
| | - Nokulunga Hlengwa
- Department of Biochemistry and Microbiology, University of Zululand, KwaDlangezwa 3886, South Africa; (N.H.); (A.K.B.)
| | - Sidney Hanser
- Department of Physiology and Environmental Health, University of Limpopo, Sovenga 0727, South Africa;
| | - Duduzile Ndwandwe
- Cochrane South Africa, South African Medical Research Council, Tygerberg 7505, South Africa; (N.M.); (D.N.)
| | - Jeanine L. Marnewick
- Applied Microbial and Health Biotechnology Institute, Cape Peninsula University of Technology, Bellville 7535, South Africa;
| | - Albertus K. Basson
- Department of Biochemistry and Microbiology, University of Zululand, KwaDlangezwa 3886, South Africa; (N.H.); (A.K.B.)
| | - Luca Tiano
- Department of Life and Environmental Sciences, Polytechnic University of Marche, 60131 Ancona, Italy; (I.C.); (F.M.); (S.S.); (P.O.); (L.T.)
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29
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Milletti G, Colicchia V, Cecconi F. Cyclers' kinases in cell division: from molecules to cancer therapy. Cell Death Differ 2023; 30:2035-2052. [PMID: 37516809 PMCID: PMC10482880 DOI: 10.1038/s41418-023-01196-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/08/2023] [Accepted: 07/18/2023] [Indexed: 07/31/2023] Open
Abstract
Faithful eucaryotic cell division requires spatio-temporal orchestration of multiple sequential events. To ensure the dynamic nature of these molecular and morphological transitions, a swift modulation of key regulatory pathways is necessary. The molecular process that most certainly fits this description is phosphorylation, the post-translational modification provided by kinases, that is crucial to allowing the progression of the cell cycle and that culminates with the separation of two identical daughter cells. In detail, from the early stages of the interphase to the cytokinesis, each critical step of this process is tightly regulated by multiple families of kinases including the Cyclin-dependent kinases (CDKs), kinases of the Aurora, Polo, Wee1 families, and many others. While cell-cycle-related CDKs control the timing of the different phases, preventing replication machinery errors, the latter modulate the centrosome cycle and the spindle function, avoiding karyotypic abnormalities typical of chromosome instability. Such chromosomal abnormalities may result from replication stress (RS) and chromosome mis-segregation and are considered a hallmark of poor prognosis, therapeutic resistance, and metastasis in cancer patients. Here, we discuss recent advances in the understanding of how different families of kinases concur to govern cell cycle, preventing RS and mitotic infidelity. Additionally, considering the growing number of clinical trials targeting these molecules, we review to what extent and in which tumor context cell-cycle-related kinases inhibitors are worth exploiting as an effective therapeutic strategy.
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Affiliation(s)
- Giacomo Milletti
- DNA Replication and Cancer Group, Danish Cancer Institute, 2100, Copenhagen, Denmark.
- Department of Pediatric Hematology and Oncology and of Cell and Gene Therapy, IRCCS Ospedale Pediatrico Bambino Gesù, Rome, Italy.
| | - Valeria Colicchia
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
- IRBM S.p.A., Via Pontina Km 30.60, 00070, Pomezia, Italy
| | - Francesco Cecconi
- Cell Stress and Survival Group, Center for Autophagy, Recycling and Disease (CARD), Danish Cancer Institute, Copenhagen, Denmark.
- Università Cattolica del Sacro Cuore and Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
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30
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Cassidy T. A Continuation Technique for Maximum Likelihood Estimators in Biological Models. Bull Math Biol 2023; 85:90. [PMID: 37650951 PMCID: PMC10471725 DOI: 10.1007/s11538-023-01200-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 08/14/2023] [Indexed: 09/01/2023]
Abstract
Estimating model parameters is a crucial step in mathematical modelling and typically involves minimizing the disagreement between model predictions and experimental data. This calibration data can change throughout a study, particularly if modelling is performed simultaneously with the calibration experiments, or during an on-going public health crisis as in the case of the COVID-19 pandemic. Consequently, the optimal parameter set, or maximal likelihood estimator (MLE), is a function of the experimental data set. Here, we develop a numerical technique to predict the evolution of the MLE as a function of the experimental data. We show that, when considering perturbations from an initial data set, our approach is significantly more computationally efficient that re-fitting model parameters while producing acceptable model fits to the updated data. We use the continuation technique to develop an explicit functional relationship between fit model parameters and experimental data that can be used to measure the sensitivity of the MLE to experimental data. We then leverage this technique to select between model fits with similar information criteria, a priori determine the experimental measurements to which the MLE is most sensitive, and suggest additional experiment measurements that can resolve parameter uncertainty.
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Affiliation(s)
- Tyler Cassidy
- School of Mathematics, University of Leeds, Leeds, LS2 9JT, UK.
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31
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Hoffman TE, Nangia V, Ryland C, Passanisi VJ, Armstrong C, Yang C, Spencer SL. Multiple cancers escape from multiple MAPK pathway inhibitors and use DNA replication stress signaling to tolerate aberrant cell cycles. Sci Signal 2023; 16:eade8744. [PMID: 37527351 PMCID: PMC10704347 DOI: 10.1126/scisignal.ade8744] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 07/13/2023] [Indexed: 08/03/2023]
Abstract
Many cancers harbor pro-proliferative mutations of the mitogen-activated protein kinase (MAPK) pathway. In BRAF-driven melanoma cells treated with BRAF inhibitors, subpopulations of cells escape drug-induced quiescence through a nongenetic manner of adaptation and resume slow proliferation. Here, we found that this phenomenon is common to many cancer types driven by EGFR, KRAS, or BRAF mutations in response to multiple, clinically approved MAPK pathway inhibitors. In 2D cultures and 3D spheroid models of various cancer cell lines, a subset of cells escaped drug-induced quiescence within 4 days to resume proliferation. These "escapee" cells exhibited DNA replication deficits, accumulated DNA lesions, and mounted a stress response that depended on the ataxia telangiectasia and RAD3-related (ATR) kinase. We further identified that components of the Fanconi anemia (FA) DNA repair pathway are recruited to sites of mitotic DNA synthesis (MiDAS) in escapee cells, enabling successful completion of cell division. Analysis of patient tumor samples and clinical data correlated disease progression with an increase in DNA replication stress response factors. Our findings suggest that many MAPK pathway-mutant cancers rapidly escape drug action and that suppressing early stress tolerance pathways may achieve more durable clinical responses to MAPK pathway inhibitors.
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Affiliation(s)
- Timothy E. Hoffman
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Varuna Nangia
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Medical Scientist Training Program, University of Colorado-Anschutz Medical School, Aurora, CO, 80045, USA
| | - C. Ryland
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Victor J. Passanisi
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Claire Armstrong
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Chen Yang
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Molecular Cellular and Developmental Biology, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Sabrina L. Spencer
- Department of Biochemistry and Biofrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
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32
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Ashraf HM, Fernandez B, Spencer SL. The intensities of canonical senescence biomarkers integrate the duration of cell-cycle withdrawal. Nat Commun 2023; 14:4527. [PMID: 37500655 PMCID: PMC10374620 DOI: 10.1038/s41467-023-40132-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 07/10/2023] [Indexed: 07/29/2023] Open
Abstract
Senescence, a state of irreversible cell-cycle withdrawal, is difficult to distinguish from quiescence, a state of reversible cell-cycle withdrawal. This difficulty arises because quiescent and senescent cells are defined by overlapping biomarkers, raising the question of whether these states are truly distinct. To address this, we use single-cell time-lapse imaging to distinguish slow-cycling cells that spend long periods in quiescence from cells that never cycle after recovery from senescence-inducing treatments, followed by staining for various senescence biomarkers. We find that the staining intensity of multiple senescence biomarkers is graded rather than binary and reflects the duration of cell-cycle withdrawal, rather than senescence per se. Together, our data show that quiescent and apparent senescent cells are nearly molecularly indistinguishable from each other at a snapshot in time. This suggests that cell-cycle withdrawal itself is graded rather than binary, where the intensities of senescence biomarkers integrate the duration of past cell-cycle withdrawal.
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Affiliation(s)
- Humza M Ashraf
- Department of Biochemistry, University of Colorado, Boulder, CO, 80303, USA
- BioFrontiers Institute, University of Colorado, Boulder, CO, 80303, USA
| | - Brianna Fernandez
- Department of Biochemistry, University of Colorado, Boulder, CO, 80303, USA
- BioFrontiers Institute, University of Colorado, Boulder, CO, 80303, USA
| | - Sabrina L Spencer
- Department of Biochemistry, University of Colorado, Boulder, CO, 80303, USA.
- BioFrontiers Institute, University of Colorado, Boulder, CO, 80303, USA.
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33
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Armstrong C, Passanisi VJ, Ashraf HM, Spencer SL. Cyclin E/CDK2 and feedback from soluble histone protein regulate the S phase burst of histone biosynthesis. Cell Rep 2023; 42:112768. [PMID: 37428633 PMCID: PMC10440735 DOI: 10.1016/j.celrep.2023.112768] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 04/17/2023] [Accepted: 06/23/2023] [Indexed: 07/12/2023] Open
Abstract
Faithful DNA replication requires that cells fine-tune their histone pool in coordination with cell-cycle progression. Replication-dependent histone biosynthesis is initiated at a low level upon cell-cycle commitment, followed by a burst at the G1/S transition, but it remains unclear how exactly the cell regulates this burst in histone biosynthesis as DNA replication begins. Here, we use single-cell time-lapse imaging to elucidate the mechanisms by which cells modulate histone production during different phases of the cell cycle. We find that CDK2-mediated phosphorylation of NPAT at the restriction point triggers histone transcription, which results in a burst of histone mRNA precisely at the G1/S phase boundary. Excess soluble histone protein further modulates histone abundance by promoting the degradation of histone mRNA for the duration of S phase. Thus, cells regulate their histone production in strict coordination with cell-cycle progression by two distinct mechanisms acting in concert.
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Affiliation(s)
- Claire Armstrong
- Department of Biochemistry, University of Colorado Boulder, Boulder, CO 80303, USA; BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80303, USA
| | - Victor J Passanisi
- Department of Biochemistry, University of Colorado Boulder, Boulder, CO 80303, USA; BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80303, USA
| | - Humza M Ashraf
- Department of Biochemistry, University of Colorado Boulder, Boulder, CO 80303, USA; BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80303, USA
| | - Sabrina L Spencer
- Department of Biochemistry, University of Colorado Boulder, Boulder, CO 80303, USA; BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80303, USA.
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34
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Zheng D, Mao Y, Gao Y, He F, Ma J. Daughter cell fate choice instructed preemptively by mother cells facing nutrient limitation. iScience 2023; 26:107198. [PMID: 37485365 PMCID: PMC10359942 DOI: 10.1016/j.isci.2023.107198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 02/03/2023] [Accepted: 06/20/2023] [Indexed: 07/25/2023] Open
Abstract
Nutrients are vital to cellular activities, yet it is largely unknown how individual cells respond to nutrient deprivation. Live imaging results show that unlike the removal of amino acids or glutamine that immediately halts cell cycle progression, glucose withdrawal does not prevent cells from completing their current cycle. Although cells that begin to experience glucose withdrawal in S phase give rise to daughter cells with an equal choice of proliferation or quiescence, those enduring such experience in G1 phase give rise to daughter cells that predominantly enter quiescence. This fate choice difference stems from p21 protein accumulated during G2/M of the latter cells. Induced degradation of p21 permits daughter cells to enter S phase but with a consequent accumulation of DNA damage. These results suggest that mother cells that begin to experience glucose limitation in G1 phase take preemptive steps toward preventing daughter cells from making a harmful choice.
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Affiliation(s)
- Dianpeng Zheng
- Women’s Hospital and Institute of Genetics, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Genetic and Developmental Disorder, Hangzhou, Zhejiang 310058, China
| | - Yaowen Mao
- Women’s Hospital and Institute of Genetics, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Genetic and Developmental Disorder, Hangzhou, Zhejiang 310058, China
| | - Yinglong Gao
- Zhejiang Provincial Key Laboratory of Genetic and Developmental Disorder, Hangzhou, Zhejiang 310058, China
- National Clinical Research Center for Child Health, Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310052, China
| | - Feng He
- Women’s Hospital and Institute of Genetics, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Genetic and Developmental Disorder, Hangzhou, Zhejiang 310058, China
- National Clinical Research Center for Child Health, Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310052, China
| | - Jun Ma
- Women’s Hospital and Institute of Genetics, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China
- Zhejiang Provincial Key Laboratory of Genetic and Developmental Disorder, Hangzhou, Zhejiang 310058, China
- National Clinical Research Center for Child Health, Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310052, China
- Women’s Reproductive Health Research Laboratory of Zhejiang Province, Hangzhou, Zhejiang 310006, China
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35
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Arora M, Moser J, Hoffman TE, Watts LP, Min M, Musteanu M, Rong Y, Ill CR, Nangia V, Schneider J, Sanclemente M, Lapek J, Nguyen L, Niessen S, Dann S, VanArsdale T, Barbacid M, Miller N, Spencer SL. Rapid adaptation to CDK2 inhibition exposes intrinsic cell-cycle plasticity. Cell 2023; 186:2628-2643.e21. [PMID: 37267950 DOI: 10.1016/j.cell.2023.05.013] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 10/10/2022] [Accepted: 05/10/2023] [Indexed: 06/04/2023]
Abstract
CDK2 is a core cell-cycle kinase that phosphorylates many substrates to drive progression through the cell cycle. CDK2 is hyperactivated in multiple cancers and is therefore an attractive therapeutic target. Here, we use several CDK2 inhibitors in clinical development to interrogate CDK2 substrate phosphorylation, cell-cycle progression, and drug adaptation in preclinical models. Whereas CDK1 is known to compensate for loss of CDK2 in Cdk2-/- mice, this is not true of acute inhibition of CDK2. Upon CDK2 inhibition, cells exhibit a rapid loss of substrate phosphorylation that rebounds within several hours. CDK4/6 activity backstops inhibition of CDK2 and sustains the proliferative program by maintaining Rb1 hyperphosphorylation, active E2F transcription, and cyclin A2 expression, enabling re-activation of CDK2 in the presence of drug. Our results augment our understanding of CDK plasticity and indicate that co-inhibition of CDK2 and CDK4/6 may be required to suppress adaptation to CDK2 inhibitors currently under clinical assessment.
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Affiliation(s)
- Mansi Arora
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Justin Moser
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Timothy E Hoffman
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Lotte P Watts
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Mingwei Min
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA; Guangzhou Laboratory, Guangzhou, Guangdong, China
| | - Monica Musteanu
- Experimental Oncology Group, Molecular Oncology Programme, Spanish National Cancer Research Centre, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Yao Rong
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA; Department of Molecular, Cellular, and Developmental Biology and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - C Ryland Ill
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Varuna Nangia
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Jordan Schneider
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA
| | - Manuel Sanclemente
- Experimental Oncology Group, Molecular Oncology Programme, Spanish National Cancer Research Centre, Madrid, Spain
| | - John Lapek
- Oncology Research & Development, Pfizer Worldwide Research & Development, San Diego, CA 92121, USA
| | - Lisa Nguyen
- Oncology Research & Development, Pfizer Worldwide Research & Development, San Diego, CA 92121, USA
| | - Sherry Niessen
- Oncology Research & Development, Pfizer Worldwide Research & Development, San Diego, CA 92121, USA
| | - Stephen Dann
- Oncology Research & Development, Pfizer Worldwide Research & Development, San Diego, CA 92121, USA
| | - Todd VanArsdale
- Oncology Research & Development, Pfizer Worldwide Research & Development, San Diego, CA 92121, USA
| | - Mariano Barbacid
- Experimental Oncology Group, Molecular Oncology Programme, Spanish National Cancer Research Centre, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Nichol Miller
- Oncology Research & Development, Pfizer Worldwide Research & Development, San Diego, CA 92121, USA
| | - Sabrina L Spencer
- Department of Biochemistry and BioFrontiers Institute, University of Colorado-Boulder, Boulder, CO 80303, USA.
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36
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Venkatachalapathy H, Brzakala C, Batchelor E, Azarin SM, Sarkar CA. Inertial effect of cell state velocity on the quiescence-proliferation fate decision in breast cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.22.541793. [PMID: 37292599 PMCID: PMC10245870 DOI: 10.1101/2023.05.22.541793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Energy landscapes can provide intuitive depictions of population heterogeneity and dynamics. However, it is unclear whether individual cell behavior, hypothesized to be determined by initial position and noise, is faithfully recapitulated. Using the p21-/Cdk2-dependent quiescence-proliferation decision in breast cancer dormancy as a testbed, we examined single-cell dynamics on the landscape when perturbed by hypoxia, a dormancy-inducing stress. Combining trajectory-based energy landscape generation with single-cell time-lapse microscopy, we found that initial position on a p21/Cdk2 landscape did not fully explain the observed cell-fate heterogeneity under hypoxia. Instead, cells with higher cell state velocities prior to hypoxia, influenced by epigenetic parameters, tended to remain proliferative under hypoxia. Thus, the fate decision on this landscape is significantly influenced by "inertia", a velocity-dependent ability to resist directional changes despite reshaping of the underlying landscape, superseding positional effects. Such inertial effects may markedly influence cell-fate trajectories in tumors and other dynamically changing microenvironments.
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Affiliation(s)
- Harish Venkatachalapathy
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA
| | - Cole Brzakala
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA
| | - Eric Batchelor
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Samira M. Azarin
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA
| | - Casim A. Sarkar
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
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37
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Wiecek AJ, Cutty SJ, Kornai D, Parreno-Centeno M, Gourmet LE, Tagliazucchi GM, Jacobson DH, Zhang P, Xiong L, Bond GL, Barr AR, Secrier M. Genomic hallmarks and therapeutic implications of G0 cell cycle arrest in cancer. Genome Biol 2023; 24:128. [PMID: 37221612 PMCID: PMC10204193 DOI: 10.1186/s13059-023-02963-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 05/07/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Therapy resistance in cancer is often driven by a subpopulation of cells that are temporarily arrested in a non-proliferative G0 state, which is difficult to capture and whose mutational drivers remain largely unknown. RESULTS We develop methodology to robustly identify this state from transcriptomic signals and characterise its prevalence and genomic constraints in solid primary tumours. We show that G0 arrest preferentially emerges in the context of more stable, less mutated genomes which maintain TP53 integrity and lack the hallmarks of DNA damage repair deficiency, while presenting increased APOBEC mutagenesis. We employ machine learning to uncover novel genomic dependencies of this process and validate the role of the centrosomal gene CEP89 as a modulator of proliferation and G0 arrest capacity. Lastly, we demonstrate that G0 arrest underlies unfavourable responses to various therapies exploiting cell cycle, kinase signalling and epigenetic mechanisms in single-cell data. CONCLUSIONS We propose a G0 arrest transcriptional signature that is linked with therapeutic resistance and can be used to further study and clinically track this state.
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Affiliation(s)
- Anna J. Wiecek
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Stephen J. Cutty
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Daniel Kornai
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Mario Parreno-Centeno
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Lucie E. Gourmet
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | | | - Daniel H. Jacobson
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
- UCL Cancer Institute, Paul O’Gorman Building, University College London, London, UK
| | - Ping Zhang
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Lingyun Xiong
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Gareth L. Bond
- Institute of Cancer and Genomic Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Alexis R. Barr
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
- Cell Cycle Control Team, MRC London Institute of Medical Sciences (LMS), London, UK
| | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
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38
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Hoffman TE, Yang C, Nangia V, Ill CR, Spencer SL. Multiple cancer types rapidly escape from multiple MAPK inhibitors to generate mutagenesis-prone subpopulations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.17.533211. [PMID: 36993538 PMCID: PMC10055235 DOI: 10.1101/2023.03.17.533211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Many cancers harbor pro-proliferative mutations of the mitogen-activated protein kinase (MAPK) pathway and many targeted inhibitors now exist for clinical use, but drug resistance remains a major issue. We recently showed that BRAF-driven melanoma cells treated with BRAF inhibitors can non-genetically adapt to drug within 3-4 days to escape quiescence and resume slow proliferation. Here we show that this phenomenon is not unique to melanomas treated with BRAF inhibitors but rather is widespread across many clinical MAPK inhibitors and cancer types driven by EGFR, KRAS, and BRAF mutations. In all treatment contexts examined, a subset of cells can escape drug-induced quiescence within four days to resume proliferation. These escapee cells broadly experience aberrant DNA replication, accumulate DNA lesions, spend longer in G2-M cell cycle phases, and mount an ATR-dependent stress response. We further identify the Fanconi anemia (FA) DNA repair pathway as critical for successful mitotic completion in escapees. Long-term cultures, patient samples, and clinical data demonstrate a broad dependency on ATR- and FA-mediated stress tolerance. Together, these results highlight the pervasiveness with which MAPK-mutant cancers are able to rapidly escape drug and the importance of suppressing early stress tolerance pathways to potentially achieve more durable clinical responses to targeted MAPK pathway inhibitors.
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39
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Ashraf HM, Fernandez B, Spencer SL. The intensities of canonical senescence biomarkers integrate the duration of cell-cycle withdrawal. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.18.533242. [PMID: 36993379 PMCID: PMC10055273 DOI: 10.1101/2023.03.18.533242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Senescence, a state of permanent cell-cycle withdrawal, is difficult to distinguish from quiescence, a transient state of cell-cycle withdrawal. This difficulty arises because quiescent and senescent cells are defined by overlapping biomarkers, raising the question of whether quiescence and senescence are truly distinct states. To address this, we used single-cell time-lapse imaging to distinguish slow-cycling quiescent cells from bona fide senescent cells after chemotherapy treatment, followed immediately by staining for various senescence biomarkers. We found that the staining intensity of multiple senescence biomarkers is graded rather than binary and primarily reflects the duration of cell-cycle withdrawal, rather than senescence per se. Together, our data suggest that quiescence and senescence are not distinct cellular states but rather fall on a continuum of cell-cycle withdrawal, where the intensities of canonical senescence biomarkers reflect the likelihood of cell-cycle re-entry.
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40
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Armstrong C, Passanisi VJ, Ashraf HM, Spencer SL. Cyclin E/CDK2 and feedback from soluble histone protein regulate the S phase burst of histone biosynthesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.17.533218. [PMID: 36993620 PMCID: PMC10055190 DOI: 10.1101/2023.03.17.533218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Faithful DNA replication requires that cells fine-tune their histone pool in coordination with cell-cycle progression. Replication-dependent histone biosynthesis is initiated at a low level upon cell-cycle commitment, followed by a burst at the G1/S transition, but it remains unclear how exactly the cell regulates this change in histone biosynthesis as DNA replication begins. Here, we use single-cell timelapse imaging to elucidate the mechanisms by which cells modulate histone production during different phases of the cell cycle. We find that CDK2-mediated phosphorylation of NPAT at the Restriction Point triggers histone transcription, which results in a burst of histone mRNA precisely at the G1/S phase boundary. Excess soluble histone protein further modulates histone abundance by promoting the degradation of histone mRNA for the duration of S phase. Thus, cells regulate their histone production in strict coordination with cell-cycle progression by two distinct mechanisms acting in concert.
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41
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Johnson MS, Cook JG. Cell cycle exits and U-turns: Quiescence as multiple reversible forms of arrest. Fac Rev 2023; 12:5. [PMID: 36923701 PMCID: PMC10009890 DOI: 10.12703/r/12-5] [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] [Indexed: 03/10/2023] Open
Abstract
Cell proliferation control is essential during development and for maintaining adult tissues. Loss of that control promotes not only oncogenesis when cells proliferate inappropriately but also developmental abnormalities or degeneration when cells fail to proliferate when and where needed. To ensure that cells are produced at the right place and time, an intricate balance of pro-proliferative and anti-proliferative signals impacts the probability that cells undergo cell cycle exit to quiescence, or G0 phase. This brief review describes recent advances in our understanding of how and when quiescence is initiated and maintained in mammalian cells. We highlight the growing appreciation for quiescence as a collection of context-dependent distinct states.
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Affiliation(s)
- Martha Sharisha Johnson
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, NC, USA
| | - Jeanette Gowen Cook
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, NC, USA
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42
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Fischer M, Schade AE, Branigan TB, Müller GA, DeCaprio JA. Coordinating gene expression during the cell cycle. Trends Biochem Sci 2022; 47:1009-1022. [PMID: 35835684 DOI: 10.1016/j.tibs.2022.06.007] [Citation(s) in RCA: 102] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 06/08/2022] [Accepted: 06/14/2022] [Indexed: 02/08/2023]
Abstract
Cell cycle-dependent gene transcription is tightly controlled by the retinoblastoma (RB):E2F and DREAM complexes, which repress all cell cycle genes during quiescence. Cyclin-dependent kinase (CDK) phosphorylation of RB and DREAM allows for the expression of two gene sets. The first set of genes, with peak expression in G1/S, is activated by E2F transcription factors (TFs) and is required for DNA synthesis. The second set, with maximum expression during G2/M, is required for mitosis and is coordinated by the MuvB complex, together with B-MYB and Forkhead box M1 (FOXM1). In this review, we summarize the key findings that established the distinct control mechanisms regulating G1/S and G2/M gene expression in mammals and discuss recent advances in the understanding of the temporal control of these genes.
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Affiliation(s)
- Martin Fischer
- Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), 07745, Jena, Germany.
| | - Amy E Schade
- Genetics Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Timothy B Branigan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Gerd A Müller
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, CA 95064, USA
| | - James A DeCaprio
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.
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43
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Hughes FA, Barr AR, Thomas P. Patterns of interdivision time correlations reveal hidden cell cycle factors. eLife 2022; 11:e80927. [PMID: 36377847 PMCID: PMC9822260 DOI: 10.7554/elife.80927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 11/14/2022] [Indexed: 11/16/2022] Open
Abstract
The time taken for cells to complete a round of cell division is a stochastic process controlled, in part, by intracellular factors. These factors can be inherited across cellular generations which gives rise to, often non-intuitive, correlation patterns in cell cycle timing between cells of different family relationships on lineage trees. Here, we formulate a framework of hidden inherited factors affecting the cell cycle that unifies known cell cycle control models and reveals three distinct interdivision time correlation patterns: aperiodic, alternator, and oscillator. We use Bayesian inference with single-cell datasets of cell division in bacteria, mammalian and cancer cells, to identify the inheritance motifs that underlie these datasets. From our inference, we find that interdivision time correlation patterns do not identify a single cell cycle model but generally admit a broad posterior distribution of possible mechanisms. Despite this unidentifiability, we observe that the inferred patterns reveal interpretable inheritance dynamics and hidden rhythmicity of cell cycle factors. This reveals that cell cycle factors are commonly driven by circadian rhythms, but their period may differ in cancer. Our quantitative analysis thus reveals that correlation patterns are an emergent phenomenon that impact cell proliferation and these patterns may be altered in disease.
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Affiliation(s)
- Fern A Hughes
- Department of Mathematics, Imperial College LondonLondonUnited Kingdom
- MRC London Institute of Medical SciencesLondonUnited Kingdom
| | - Alexis R Barr
- MRC London Institute of Medical SciencesLondonUnited Kingdom
- Institute of Clinical Sciences, Imperial College LondonLondonUnited Kingdom
| | - Philipp Thomas
- Department of Mathematics, Imperial College LondonLondonUnited Kingdom
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44
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Slade L, Biswas D, Kienesberger PC, Pulinilkunnil T. Loss of transcription factor EB dysregulates the G1/S transition and DNA replication in mammary epithelial cells. J Biol Chem 2022; 298:102692. [PMID: 36372230 PMCID: PMC9764199 DOI: 10.1016/j.jbc.2022.102692] [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: 03/14/2022] [Revised: 10/25/2022] [Accepted: 10/27/2022] [Indexed: 11/13/2022] Open
Abstract
Triple-negative breast cancer (TNBC) poses significant challenges for treatment given the lack of targeted therapies and increased probability of relapse. It is pertinent to identify vulnerabilities in TNBC and develop newer treatments. Our prior research demonstrated that transcription factor EB (TFEB) is necessary for TNBC survival by regulating DNA repair, apoptosis signaling, and the cell cycle. However, specific mechanisms by which TFEB targets DNA repair and cell cycle pathways are unclear, and whether these effects dictate TNBC survival is yet to be determined. Here, we show that TFEB knockdown decreased the expression of genes and proteins involved in DNA replication and cell cycle progression in MDA-MB-231 TNBC cells. DNA replication was decreased in cells lacking TFEB, as measured by EdU incorporation. TFEB silencing in MDA-MB-231 and noncancerous MCF10A cells impaired progression through the S-phase following G1/S synchronization; however, this proliferation defect could not be rescued by co-knockdown of suppressor RB1. Instead, TFEB knockdown reduced origin licensing in G1 and early S-phase MDA-MB-231 cells. TFEB silencing was associated with replication stress in MCF10A but not in TNBC cells. Lastly, we identified that TFEB knockdown renders TNBC cells more sensitive to inhibitors of Aurora Kinase A, a protein facilitating mitosis. Thus, inhibition of TFEB impairs cell cycle progress by decreasing origin licensing, leading to delayed entry into the S-phase, while rendering TNBC cells sensitive to Aurora kinase A inhibitors and decreasing cell viability. In contrast, TFEB silencing in noncancerous cells is associated with replication stress and leads to G1/S arrest.
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45
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Jolly A, Fanti AK, Kongsaysak-Lengyel C, Claudino N, Gräßer I, Becker NB, Höfer T. CycleFlow simultaneously quantifies cell-cycle phase lengths and quiescence in vivo. CELL REPORTS METHODS 2022; 2:100315. [PMID: 36313807 PMCID: PMC9606136 DOI: 10.1016/j.crmeth.2022.100315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 07/25/2022] [Accepted: 09/14/2022] [Indexed: 11/16/2022]
Abstract
Populations of stem, progenitor, or cancer cells show proliferative heterogeneity in vivo, comprising proliferating and quiescent cells. Consistent quantification of the quiescent subpopulation and progression of the proliferating cells through the individual phases of the cell cycle has not been achieved. Here, we describe CycleFlow, a method that robustly infers this comprehensive information from standard pulse-chase experiments with thymidine analogs. Inference is based on a mathematical model of the cell cycle, with realistic waiting time distributions for the G1, S, and G2/M phases and a long-term quiescent G0 state. We validate CycleFlow with an exponentially growing cancer cell line in vitro. Applying it to T cell progenitors in steady state in vivo, we uncover strong proliferative heterogeneity, with a minority of CD4+CD8+ T cell progenitors cycling very rapidly and then entering quiescence. CycleFlow is suitable as a routine method for quantitative cell-cycle analysis.
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Affiliation(s)
- Adrien Jolly
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Ann-Kathrin Fanti
- Division of Cellular Immunology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | | | - Nina Claudino
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Ines Gräßer
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Nils B. Becker
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Thomas Höfer
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
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46
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Stallaert W, Taylor SR, Kedziora KM, Taylor CD, Sobon HK, Young CL, Limas JC, Varblow Holloway J, Johnson MS, Cook JG, Purvis JE. The molecular architecture of cell cycle arrest. Mol Syst Biol 2022; 18:e11087. [PMID: 36161508 PMCID: PMC9511499 DOI: 10.15252/msb.202211087] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 09/07/2022] [Accepted: 09/09/2022] [Indexed: 11/09/2022] Open
Abstract
The cellular decision governing the transition between proliferative and arrested states is crucial to the development and function of every tissue. While the molecular mechanisms that regulate the proliferative cell cycle are well established, we know comparatively little about what happens to cells as they diverge into cell cycle arrest. We performed hyperplexed imaging of 47 cell cycle effectors to obtain a map of the molecular architecture that governs cell cycle exit and progression into reversible ("quiescent") and irreversible ("senescent") arrest states. Using this map, we found multiple points of divergence from the proliferative cell cycle; identified stress-specific states of arrest; and resolved the molecular mechanisms governing these fate decisions, which we validated by single-cell, time-lapse imaging. Notably, we found that cells can exit into senescence from either G1 or G2; however, both subpopulations converge onto a single senescent state with a G1-like molecular signature. Cells can escape from this "irreversible" arrest state through the upregulation of G1 cyclins. This map provides a more comprehensive understanding of the overall organization of cell proliferation and arrest.
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Affiliation(s)
- Wayne Stallaert
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Present address:
Department of Computational and Systems BiologyUniversity of PittsburghPittsburghPAUSA
| | - Sovanny R Taylor
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Katarzyna M Kedziora
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Bioinformatics and Analytics Research Collaborative (BARC)University of North Carolina at Chapel HillChapel HillNCUSA
| | - Colin D Taylor
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Holly K Sobon
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Catherine L Young
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Juanita C Limas
- Department of Biochemistry and BiophysicsUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Jonah Varblow Holloway
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Martha S Johnson
- Department of Biochemistry and BiophysicsUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Jeanette Gowen Cook
- Department of Biochemistry and BiophysicsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Department of PharmacologyUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Jeremy E Purvis
- Department of GeneticsUniversity of North Carolina at Chapel HillChapel HillNCUSA
- Computational Medicine ProgramUniversity of North Carolina at Chapel HillChapel HillNCUSA
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47
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Diehl FF, Miettinen TP, Elbashir R, Nabel CS, Darnell AM, Do BT, Manalis SR, Lewis CA, Vander Heiden MG. Nucleotide imbalance decouples cell growth from cell proliferation. Nat Cell Biol 2022; 24:1252-1264. [PMID: 35927450 PMCID: PMC9359916 DOI: 10.1038/s41556-022-00965-1] [Citation(s) in RCA: 82] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 06/21/2022] [Indexed: 12/26/2022]
Abstract
Nucleotide metabolism supports RNA synthesis and DNA replication to enable cell growth and division. Nucleotide depletion can inhibit cell growth and proliferation, but how cells sense and respond to changes in the relative levels of individual nucleotides is unclear. Moreover, the nucleotide requirement for biomass production changes over the course of the cell cycle, and how cells coordinate differential nucleotide demands with cell cycle progression is not well understood. Here we find that excess levels of individual nucleotides can inhibit proliferation by disrupting the relative levels of nucleotide bases needed for DNA replication and impeding DNA replication. The resulting purine and pyrimidine imbalances are not sensed by canonical growth regulatory pathways like mTORC1, Akt and AMPK signalling cascades, causing excessive cell growth despite inhibited proliferation. Instead, cells rely on replication stress signalling to survive during, and recover from, nucleotide imbalance during S phase. We find that ATR-dependent replication stress signalling is activated during unperturbed S phases and promotes nucleotide availability to support DNA replication. Together, these data reveal that imbalanced nucleotide levels are not detected until S phase, rendering cells reliant on replication stress signalling to cope with this metabolic problem and disrupting the coordination of cell growth and division.
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Affiliation(s)
- Frances F Diehl
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Teemu P Miettinen
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Medical Research Council Laboratory for Molecular Cell Biology, University College London, London, UK
| | - Ryan Elbashir
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Christopher S Nabel
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Alicia M Darnell
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Brian T Do
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Harvard-MIT Health Sciences and Technology, Cambridge, MA, USA
| | - Scott R Manalis
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Departments of Biological Engineering and Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Matthew G Vander Heiden
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Dana-Farber Cancer Institute, Boston, MA, USA.
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48
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Macdougall LJ, Hoffman TE, Kirkpatrick BE, Fairbanks BD, Bowman CN, Spencer SL, Anseth KS. Intracellular Crowding by Bio-Orthogonal Hydrogel Formation Induces Reversible Molecular Stasis. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2022; 34:e2202882. [PMID: 35671709 PMCID: PMC9377388 DOI: 10.1002/adma.202202882] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/19/2022] [Indexed: 05/22/2023]
Abstract
To survive extreme conditions, certain animals enter a reversible protective stasis through vitrification of the cytosol by polymeric molecules such as proteins and polysaccharides. In this work, synthetic gelation of the cytosol in living cells is used to induce reversible molecular stasis. Through the sequential lipofectamine-mediated transfection of complementary poly(ethylene glycol) macromers into mammalian cells, intracellular crosslinking occurs through bio-orthogonal strain-promoted azide-alkyne cycloaddition click reactions. This achieves efficient polymer uptake with minimal cell death (99% viable). Intracellular crosslinking decreases DNA replication and protein synthesis, and increases the quiescent population by 2.5-fold. Real-time tracking of single cells containing intracellular crosslinked polymers identifies increases in intermitotic time (15 h vs 19 h) and decreases in motility (30 µm h-1 vs 15 µm h-1 ). The cytosol viscosity increases threefold after intracellular crosslinking and results in disordered cytoskeletal structure in addition to the disruption of cellular coordination in a scratch assay. By incorporating photodegradable nitrobenzyl moieties into the polymer backbone, the effects of intracellular crosslinking are reversed upon exposure to light, thereby restoring proliferation (80% phospho-Rb+ cells), protein translation, and migration. Reversible intracellular crosslinking provides a novel method for dynamic manipulation of intracellular mechanics, altering essential processes that determine cellular function.
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Affiliation(s)
- Laura J Macdougall
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
- The BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Timothy E Hoffman
- The BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Department of Chemistry and Biochemistry, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Bruce E Kirkpatrick
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
- The BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Medical Scientist Training Program, School of Medicine, University of Colorado, Aurora, CO, 80045, USA
| | - Benjamin D Fairbanks
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
- Material Science and Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Christopher N Bowman
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
- The BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Material Science and Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Sabrina L Spencer
- The BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Department of Chemistry and Biochemistry, University of Colorado Boulder, Boulder, CO, 80303, USA
| | - Kristi S Anseth
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
- The BioFrontiers Institute, University of Colorado Boulder, Boulder, CO, 80303, USA
- Material Science and Engineering, University of Colorado Boulder, Boulder, CO, 80303, USA
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49
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Swadling JB, Warnecke T, Morris KL, Barr AR. Conserved Cdk inhibitors show unique structural responses to tyrosine phosphorylation. Biophys J 2022; 121:2312-2329. [PMID: 35614852 PMCID: PMC9279356 DOI: 10.1016/j.bpj.2022.05.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 03/01/2022] [Accepted: 05/18/2022] [Indexed: 11/02/2022] Open
Abstract
Balanced proliferation-quiescence decisions are vital during normal development and in tissue homeostasis, and their dysregulation underlies tumorigenesis. Entry into proliferative cycles is driven by Cyclin/Cyclin-dependent kinases (Cdks). Conserved Cdk inhibitors (CKIs) p21Cip1/Waf1, p27Kip1, and p57Kip2 bind to Cyclin/Cdks and inhibit Cdk activity. p27 tyrosine phosphorylation, in response to mitogenic signaling, promotes activation of CyclinD/Cdk4 and CyclinA/Cdk2. Tyrosine phosphorylation is conserved in p21 and p57, although the number of sites differs. We use molecular-dynamics simulations to compare the structural changes in Cyclin/Cdk/CKI trimers induced by single and multiple tyrosine phosphorylation in CKIs and their impact on CyclinD/Cdk4 and CyclinA/Cdk2 activity. Despite shared structural features, CKI binding induces distinct structural responses in Cyclin/Cdks and the predicted effects of CKI tyrosine phosphorylation on Cdk activity are not conserved across CKIs. Our analyses suggest how CKIs may have evolved to be sensitive to different inputs to give context-dependent control of Cdk activity.
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Affiliation(s)
- Jacob B Swadling
- Institute of Clinical Sciences, Imperial College London, London, United Kingdom; MRC London Institute of Medical Sciences, London, United Kingdom.
| | - Tobias Warnecke
- Institute of Clinical Sciences, Imperial College London, London, United Kingdom; MRC London Institute of Medical Sciences, London, United Kingdom
| | - Kyle L Morris
- MRC London Institute of Medical Sciences, London, United Kingdom
| | - Alexis R Barr
- Institute of Clinical Sciences, Imperial College London, London, United Kingdom; MRC London Institute of Medical Sciences, London, United Kingdom.
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50
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Oncogenic RAS sensitizes cells to drug-induced replication stress via transcriptional silencing of P53. Oncogene 2022; 41:2719-2733. [PMID: 35393546 PMCID: PMC9076537 DOI: 10.1038/s41388-022-02291-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 03/17/2022] [Accepted: 03/21/2022] [Indexed: 11/09/2022]
Abstract
Cancer cells often experience high basal levels of DNA replication stress (RS), for example due to hyperactivation of oncoproteins like MYC or RAS. Therefore, cancer cells are considered to be sensitive to drugs that exacerbate the level of RS or block the intra S-phase checkpoint. Consequently, RS-inducing drugs including ATR and CHK1 inhibitors are used or evaluated as anti-cancer therapies. However, drug resistance and lack of biomarkers predicting therapeutic efficacy limit efficient use. This raises the question what determines sensitivity of individual cancer cells to RS. Here, we report that oncogenic RAS does not only enhance the sensitivity to ATR/CHK1 inhibitors by directly causing RS. Instead, we observed that HRASG12V dampens the activation of the P53-dependent transcriptional response to drug-induced RS, which in turn confers sensitivity to RS. We demonstrate that inducible expression of HRASG12V sensitized cells to ATR and CHK1 inhibitors. Using RNA-sequencing of FACS-sorted cells we discovered that P53 signaling is the sole transcriptional response to RS. However, oncogenic RAS attenuates the transcription of P53 and TGF-β pathway components which consequently dampens P53 target gene expression. Accordingly, live cell imaging showed that HRASG12V exacerbates RS in S/G2-phase, which could be rescued by stabilization of P53. Thus, our results demonstrate that transcriptional control of P53 target genes is the prime determinant in the response to ATR/CHK1 inhibitors and show that hyperactivation of the MAPK pathway impedes this response. Our findings suggest that the level of oncogenic MAPK signaling could predict sensitivity to intra-S-phase checkpoint inhibition in cancers with intact P53.
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