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1.
Cell ; 186(12): 2628-2643.e21, 2023 06 08.
Article in English | MEDLINE | ID: mdl-37267950

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.


Subject(s)
Cell Cycle Proteins , Cyclin-Dependent Kinases , Animals , Mice , Cyclin-Dependent Kinases/metabolism , Cell Cycle/physiology , Cyclin-Dependent Kinase 2/genetics , Cyclin-Dependent Kinase 2/metabolism , Cell Cycle Proteins/metabolism , Phosphorylation , Cell Division
2.
Cell ; 178(2): 267-269, 2019 07 11.
Article in English | MEDLINE | ID: mdl-31299197

ABSTRACT

Time-lapse imaging reveals a nuanced role for p21 in cancer cells challenged with chemotherapeutic drugs: cells with either high or low p21 are biased toward senescence, whereas intermediate p21 allows cells to re-enter the cell cycle after drug treatment.


Subject(s)
Cellular Senescence , Cell Cycle , Cell Differentiation , Cell Proliferation , Cyclin-Dependent Kinase Inhibitor p21
3.
Cell ; 166(1): 167-80, 2016 Jun 30.
Article in English | MEDLINE | ID: mdl-27368103

ABSTRACT

Proliferating cells must cross a point of no return before they replicate their DNA and divide. This commitment decision plays a fundamental role in cancer and degenerative diseases and has been proposed to be mediated by phosphorylation of retinoblastoma (Rb) protein. Here, we show that inactivation of the anaphase-promoting complex/cyclosome (APC(Cdh1)) has the necessary characteristics to be the point of no return for cell-cycle entry. Our study shows that APC(Cdh1) inactivation is a rapid, bistable switch initiated shortly before the start of DNA replication by cyclin E/Cdk2 and made irreversible by Emi1. Exposure to stress between Rb phosphorylation and APC(Cdh1) inactivation, but not after APC(Cdh1) inactivation, reverted cells to a mitogen-sensitive quiescent state, from which they can later re-enter the cell cycle. Thus, APC(Cdh1) inactivation is the commitment point when cells lose the ability to return to quiescence and decide to progress through the cell cycle.


Subject(s)
Anaphase-Promoting Complex-Cyclosome/metabolism , Cdh1 Proteins/metabolism , Cell Cycle , Cell Cycle/drug effects , Cell Cycle Proteins/metabolism , Cell Line , Cell Line, Tumor , F-Box Proteins/metabolism , Humans , Mitogens/toxicity , Phosphorylation , Retinoblastoma Protein/metabolism
4.
Cell ; 155(2): 369-83, 2013 Oct 10.
Article in English | MEDLINE | ID: mdl-24075009

ABSTRACT

Tissue homeostasis in metazoans is regulated by transitions of cells between quiescence and proliferation. The hallmark of proliferating populations is progression through the cell cycle, which is driven by cyclin-dependent kinase (CDK) activity. Here, we introduce a live-cell sensor for CDK2 activity and unexpectedly found that proliferating cells bifurcate into two populations as they exit mitosis. Many cells immediately commit to the next cell cycle by building up CDK2 activity from an intermediate level, while other cells lack CDK2 activity and enter a transient state of quiescence. This bifurcation is directly controlled by the CDK inhibitor p21 and is regulated by mitogens during a restriction window at the end of the previous cell cycle. Thus, cells decide at the end of mitosis to either start the next cell cycle by immediately building up CDK2 activity or to enter a transient G0-like state by suppressing CDK2 activity.


Subject(s)
Cyclin-Dependent Kinase 2/metabolism , Mitosis , 3T3 Cells , Animals , Cell Proliferation , Cells, Cultured , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Humans , Mice , Retinoblastoma Protein/metabolism
5.
Cell ; 144(6): 926-39, 2011 Mar 18.
Article in English | MEDLINE | ID: mdl-21414484

ABSTRACT

Cell death plays an essential role in the development of tissues and organisms, the etiology of disease, and the responses of cells to therapeutic drugs. Here we review progress made over the last decade in using mathematical models and quantitative, often single-cell, data to study apoptosis. We discuss the delay that follows exposure of cells to prodeath stimuli, control of mitochondrial outer membrane permeabilization, switch-like activation of effector caspases, and variability in the timing and probability of death from one cell to the next. Finally, we discuss challenges facing the fields of biochemical modeling and systems pharmacology.


Subject(s)
Apoptosis , Models, Biological , Single-Cell Analysis , Animals , Caspases/metabolism , Humans , Mitochondrial Membranes/metabolism
6.
Proc Natl Acad Sci U S A ; 118(31)2021 08 03.
Article in English | MEDLINE | ID: mdl-34326254

ABSTRACT

The current model of replication-dependent (RD) histone biosynthesis posits that RD histone gene expression is coupled to DNA replication, occurring only in S phase of the cell cycle once DNA synthesis has begun. However, several key factors in the RD histone biosynthesis pathway are up-regulated by E2F or phosphorylated by CDK2, suggesting these processes may instead begin much earlier, at the point of cell-cycle commitment. In this study, we use both fixed- and live-cell imaging of human cells to address this question, revealing a hybrid model in which RD histone biosynthesis is first initiated in G1, followed by a strong increase in histone production in S phase of the cell cycle. This suggests a mechanism by which cells that have committed to the cell cycle build up an initial small pool of RD histones to be available for the start of DNA replication, before producing most of the necessary histones required in S phase. Thus, a clear distinction exists at completion of mitosis between cells that are born with the intention of proceeding through the cell cycle and replicating their DNA and cells that have chosen to exit the cell cycle and have no immediate need for histone synthesis.


Subject(s)
Cell Cycle/physiology , DNA Replication/physiology , DNA/metabolism , Gene Expression Regulation/physiology , Histones/biosynthesis , Humans , Up-Regulation
7.
PLoS Biol ; 17(3): e3000178, 2019 03.
Article in English | MEDLINE | ID: mdl-30865623

ABSTRACT

Slow-cycling subpopulations exist in bacteria, yeast, and mammalian systems. In the case of cancer, slow-cycling subpopulations have been proposed to give rise to drug resistance. However, the origin of slow-cycling human cells is poorly studied, in large part due to lack of markers to identify these rare cells. Slow-cycling cells pass through a noncycling period marked by low CDK2 activity and high p21 levels. Here, we use this knowledge to isolate these naturally slow-cycling cells from a heterogeneous population and perform RNA sequencing to delineate the transcriptome underlying the slow-cycling state. We show that cellular stress responses-the p53 transcriptional response and the integrated stress response (ISR)-are the most salient causes of spontaneous entry into the slow-cycling state. Finally, we show that cells' ability to enter the slow-cycling state enhances their survival in stressful conditions. Thus, the slow-cycling state is hardwired to stress responses to promote cellular survival in unpredictable environments.


Subject(s)
Cell Survival/physiology , Neoplasms/metabolism , Signal Transduction/physiology , Cell Cycle/genetics , Cell Cycle/physiology , Cell Survival/genetics , Cyclin-Dependent Kinase 2/genetics , Cyclin-Dependent Kinase 2/metabolism , Humans , Signal Transduction/genetics
8.
Proc Natl Acad Sci U S A ; 115(35): E8219-E8227, 2018 08 28.
Article in English | MEDLINE | ID: mdl-30111539

ABSTRACT

The Restriction Point was originally defined as the moment that cells commit to the cell cycle and was later suggested to coincide with hyperphosphorylation of the retinoblastoma protein (Rb). Current cell cycle models posit that cells exit mitosis into a pre-Restriction Point state, where they have low cyclin-dependent kinase (CDK) activity and hypophosphorylated Rb; passage through the Restriction Point then occurs in late G1. Recent single-cell studies have challenged the current paradigm, raising questions about the location of the Restriction Point and the notion that cells exit mitosis into a pre-Restriction Point state. Here, we use a variety of single-cell techniques to show that both noncancer and cancer cells bifurcate into two subpopulations after anaphase, marked by increasing vs. low CDK2 activity and hyper- vs. hypophosphorylation of Rb. Notably, subpopulations with hyper- and hypophosphorylated Rb are present within minutes after anaphase, delineating one subpopulation that never "uncrosses" the Restriction Point and continues cycling and another subpopulation that exits mitosis into an uncommitted pre-Restriction Point state. We further show that the CDK inhibitor p21 begins rising in G2 in mother cells whose daughters exit mitosis into the pre-Restriction Point, CDK2low state. Furthermore, degradation of p21 coincides with escape from the CDK2low state and passage through the Restriction Point. Together, these data support a model in which only a subset of cells returns to a pre-Restriction Point state after mitosis and where the Restriction Point is sensitive to not only mitogens, but also inherited DNA replication stress via p21.


Subject(s)
Cell Cycle/physiology , Cyclin-Dependent Kinase 2/metabolism , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Models, Biological , Proteolysis , Retinoblastoma Protein/metabolism , Cell Line, Tumor , Cyclin-Dependent Kinase 2/genetics , Cyclin-Dependent Kinase Inhibitor p21/genetics , Humans , Retinoblastoma Protein/genetics
9.
PLoS Biol ; 15(9): e2003268, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28892491

ABSTRACT

The cell-cycle field has identified the core regulators that drive the cell cycle, but we do not have a clear map of the dynamics of these regulators during cell-cycle progression versus cell-cycle exit. Here we use single-cell time-lapse microscopy of Cyclin-Dependent Kinase 2 (CDK2) activity followed by endpoint immunofluorescence and computational cell synchronization to determine the temporal dynamics of key cell-cycle proteins in asynchronously cycling human cells. We identify several unexpected patterns for core cell-cycle proteins in actively proliferating (CDK2-increasing) versus spontaneously quiescent (CDK2-low) cells, including Cyclin D1, the levels of which we find to be higher in spontaneously quiescent versus proliferating cells. We also identify proteins with concentrations that steadily increase or decrease the longer cells are in quiescence, suggesting the existence of a continuum of quiescence depths. Our single-cell measurements thus provide a rich resource for the field by characterizing protein dynamics during proliferation versus quiescence.


Subject(s)
Cell Cycle , Cyclin-Dependent Kinase 2/metabolism , Cell Line , Contact Inhibition , Cyclin D1/metabolism , Humans , Single-Cell Analysis
10.
Proc Natl Acad Sci U S A ; 111(41): E4386-93, 2014 Oct 14.
Article in English | MEDLINE | ID: mdl-25267623

ABSTRACT

Phenotypic heterogeneity within a population of genetically identical cells is emerging as a common theme in multiple biological systems, including human cell biology and cancer. Using live-cell imaging, flow cytometry, and kinetic modeling, we showed that two states--quiescence and cell cycling--can coexist within an isogenic population of human cells and resulted from low basal expression levels of p21, a Cyclin-dependent kinase (CDK) inhibitor (CKI). We attribute the p21-dependent heterogeneity in cell cycle activity to double-negative feedback regulation involving CDK2, p21, and E3 ubiquitin ligases. In support of this mechanism, analysis of cells at a point before cell cycle entry (i.e., before the G1/S transition) revealed a p21-CDK2 axis that determines quiescent and cycling cell states. Our findings suggest a mechanistic role for p21 in generating heterogeneity in both normal tissues and tumors.


Subject(s)
Cell Cycle , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Bromodeoxyuridine/metabolism , Cell Cycle/drug effects , Cell Line , Cell Survival/drug effects , Feedback, Physiological/drug effects , Humans , Intercellular Signaling Peptides and Proteins/pharmacology , Kinetics , Lysine/metabolism , Models, Biological , Molecular Imaging , S-Phase Kinase-Associated Proteins/metabolism , Ubiquitination/drug effects
11.
Nature ; 459(7245): 428-32, 2009 May 21.
Article in English | MEDLINE | ID: mdl-19363473

ABSTRACT

In microorganisms, noise in gene expression gives rise to cell-to-cell variability in protein concentrations. In mammalian cells, protein levels also vary and individual cells differ widely in their responsiveness to uniform physiological stimuli. In the case of apoptosis mediated by TRAIL (tumour necrosis factor (TNF)-related apoptosis-inducing ligand) it is common for some cells in a clonal population to die while others survive-a striking divergence in cell fate. Among cells that die, the time between TRAIL exposure and caspase activation is highly variable. Here we image sister cells expressing reporters of caspase activation and mitochondrial outer membrane permeabilization after exposure to TRAIL. We show that naturally occurring differences in the levels or states of proteins regulating receptor-mediated apoptosis are the primary causes of cell-to-cell variability in the timing and probability of death in human cell lines. Protein state is transmitted from mother to daughter, giving rise to transient heritability in fate, but protein synthesis promotes rapid divergence so that sister cells soon become no more similar to each other than pairs of cells chosen at random. Our results have implications for understanding 'fractional killing' of tumour cells after exposure to chemotherapy, and for variability in mammalian signal transduction in general.


Subject(s)
Apoptosis/physiology , TNF-Related Apoptosis-Inducing Ligand/metabolism , BH3 Interacting Domain Death Agonist Protein/metabolism , Caspases/metabolism , Cell Division , Cell Line , Enzyme Activation , Fluorescence Resonance Energy Transfer , Genes, Reporter , HeLa Cells , Humans , Mitochondrial Membranes/metabolism , Models, Biological , Permeability , Probability , Receptors, TNF-Related Apoptosis-Inducing Ligand/metabolism , Signal Transduction , Time Factors
12.
Cancer Discov ; 14(3): 386-388, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38426558

ABSTRACT

SUMMARY: In this issue, Dietrich, Trub, and colleagues describe and characterize a novel selective CDK2 inhibitor: INX-315. This agent shows promise in CCNE1-amplified cancers and in CDK4/6 inhibitor-resistant breast cancers. See related article by Dietrich et al., p. 446 (8).


Subject(s)
Breast Neoplasms , Humans , Female , Cyclin-Dependent Kinase 2/genetics , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Cyclin-Dependent Kinase 4/genetics
13.
Adv Healthc Mater ; 13(7): e2302528, 2024 03.
Article in English | MEDLINE | ID: mdl-38142299

ABSTRACT

In nature, some organisms survive extreme environments by inducing a biostatic state wherein cellular contents are effectively vitrified. Recently, a synthetic biostatic state in mammalian cells is achieved via intracellular network formation using bio-orthogonal strain-promoted azide-alkyne cycloaddition (SPAAC) reactions between functionalized poly(ethylene glycol) (PEG) macromers. In this work, the effects of intracellular network formation on a 3D epithelial MCF10A spheroid model are explored. Macromer-transfected cells are encapsulated in Matrigel, and spheroid area is reduced by ≈50% compared to controls. The intracellular hydrogel network increases the quiescent cell population, as indicated by increased p21 expression. Additionally, bioenergetics (ATP/ADP ratio) and functional metabolic rates are reduced. To enable reversibility of the biostasis effect, a photosensitive nitrobenzyl-containing macromer is incorporated into the PEG network, allowing for light-induced degradation. Following light exposure, cell state, and proliferation return to control levels, while SPAAC-treated spheroids without light exposure (i.e., containing intact intracellular networks) remain smaller and less proliferative through this same period. These results demonstrate that photodegradable intracellular hydrogels can induce a reversible slow-growing state in 3D spheroid culture.


Subject(s)
Hydrogels , Polyethylene Glycols , Animals , Hydrogels/pharmacology , Polyethylene Glycols/pharmacology , Cell Survival , Mammals
14.
iScience ; 27(2): 108838, 2024 Feb 16.
Article in English | MEDLINE | ID: mdl-38303699

ABSTRACT

The extracellular matrix (ECM) is an integral part of multicellular organisms, connecting different cell layers and tissue types. During morphogenesis and growth, tissues undergo substantial reorganization. While it is intuitive that the ECM remodels in concert, little is known regarding how matrix composition and organization change during development. Here, we quantified ECM protein dynamics in the murine forelimb during appendicular musculoskeletal morphogenesis (embryonic days 11.5-14.5) using tissue fractionation, bioorthogonal non-canonical amino acid tagging, and mass spectrometry. Our analyses indicated that ECM protein (matrisome) composition in the embryonic forelimb changed as a function of development and growth, was distinct from other developing organs (brain), and was altered in a model of disease (osteogenesis imperfecta murine). Additionally, the tissue distribution for select matrisome was assessed via immunohistochemistry in the wild-type embryonic and postnatal musculoskeletal system. This resource will guide future research investigating the role of the matrisome during complex tissue development.

15.
bioRxiv ; 2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38585916

ABSTRACT

Long-term perturbation of de novo chromatin assembly during DNA replication has profound effects on epigenome maintenance and cell fate. The early mechanistic origin of these defects is unknown. Here, we combine acute degradation of Chromatin Assembly Factor 1 (CAF-1), a key player in de novo chromatin assembly, with single-cell genomics, quantitative proteomics, and live-microscopy to uncover these initiating mechanisms in human cells. CAF-1 loss immediately slows down DNA replication speed and renders nascent DNA hyperaccessible. A rapid cellular response, distinct from canonical DNA damage signaling, is triggered and lowers histone mRNAs. As a result, histone variants usage and their modifications are altered, limiting transcriptional fidelity and delaying chromatin maturation within a single S-phase. This multi-level response induces a cell-cycle arrest after mitosis. Our work reveals the immediate consequences of defective de novo chromatin assembly during DNA replication, explaining how at later times the epigenome and cell fate can be altered.

16.
PLoS Comput Biol ; 8(4): e1002482, 2012.
Article in English | MEDLINE | ID: mdl-22570596

ABSTRACT

Stochastic fluctuations in gene expression give rise to cell-to-cell variability in protein levels which can potentially cause variability in cellular phenotype. For TRAIL (TNF-related apoptosis-inducing ligand) variability manifests itself as dramatic differences in the time between ligand exposure and the sudden activation of the effector caspases that kill cells. However, the contribution of individual proteins to phenotypic variability has not been explored in detail. In this paper we use feature-based sensitivity analysis as a means to estimate the impact of variation in key apoptosis regulators on variability in the dynamics of cell death. We use Monte Carlo sampling from measured protein concentration distributions in combination with a previously validated ordinary differential equation model of apoptosis to simulate the dynamics of receptor-mediated apoptosis. We find that variation in the concentrations of some proteins matters much more than variation in others and that precisely which proteins matter depends both on the concentrations of other proteins and on whether correlations in protein levels are taken into account. A prediction from simulation that we confirm experimentally is that variability in fate is sensitive to even small increases in the levels of Bcl-2. We also show that sensitivity to Bcl-2 levels is itself sensitive to the levels of interacting proteins. The contextual dependency is implicit in the mathematical formulation of sensitivity, but our data show that it is also important for biologically relevant parameter values. Our work provides a conceptual and practical means to study and understand the impact of cell-to-cell variability in protein expression levels on cell fate using deterministic models and sampling from parameter distributions.


Subject(s)
Adaptation, Physiological/physiology , Apoptosis Regulatory Proteins/metabolism , Apoptosis/physiology , Models, Biological , TNF-Related Apoptosis-Inducing Ligand/metabolism , Tumor Necrosis Factor-alpha/metabolism , Animals , Computer Simulation , Humans
17.
bioRxiv ; 2023 Mar 21.
Article in English | MEDLINE | ID: mdl-36993379

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.

18.
Nat Commun ; 14(1): 4527, 2023 07 27.
Article in English | MEDLINE | ID: mdl-37500655

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.


Subject(s)
Cellular Senescence , Cell Cycle , Cell Division , Biomarkers
19.
Cell Rep ; 42(7): 112768, 2023 07 25.
Article in English | MEDLINE | ID: mdl-37428633

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.


Subject(s)
Cyclin E , Histones , Histones/metabolism , S Phase , Cyclin E/genetics , Cyclin E/metabolism , Nuclear Proteins/metabolism , Feedback , Cell Cycle Proteins/metabolism , Cyclin-Dependent Kinase 2/metabolism , Cell Cycle , RNA, Messenger
20.
bioRxiv ; 2023 Mar 18.
Article in English | MEDLINE | ID: mdl-36993620

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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