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1.
Mol Cell ; 74(4): 713-728.e6, 2019 05 16.
Artículo en Inglés | MEDLINE | ID: mdl-30981631

RESUMEN

Repeat expansion in the C9orf72 gene is the most common cause of the neurodegenerative disorder amyotrophic lateral sclerosis (C9-ALS) and is linked to the unconventional translation of five dipeptide-repeat polypeptides (DPRs). The two enriched in arginine, poly(GR) and poly(PR), infiltrate liquid-like nucleoli, co-localize with the nucleolar protein nucleophosmin (NPM1), and alter the phase separation behavior of NPM1 in vitro. Here, we show that poly(PR) DPRs bind tightly to a long acidic tract within the intrinsically disordered region of NPM1, altering its phase separation with nucleolar partners to the extreme of forming large, soluble complexes that cause droplet dissolution in vitro. In cells, poly(PR) DPRs disperse NPM1 from nucleoli and entrap rRNA in static condensates in a DPR-length-dependent manner. We propose that R-rich DPR toxicity involves disrupting the role of phase separation by NPM1 in organizing ribosomal proteins and RNAs within the nucleolus.


Asunto(s)
Esclerosis Amiotrófica Lateral/genética , Proteína C9orf72/genética , Proteínas Nucleares/genética , Secuencias Repetitivas de Aminoácido/genética , Esclerosis Amiotrófica Lateral/patología , Arginina/genética , Nucléolo Celular/química , Nucléolo Celular/genética , Dipéptidos/genética , Humanos , Nucleofosmina , Péptidos/genética , Poli A/genética , ARN Ribosómico/genética
2.
J Cell Sci ; 134(7)2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33712452

RESUMEN

Natural killer (NK) cells can kill infected or transformed cells via a lytic immune synapse. Diseased cells may exhibit altered mechanical properties but how this impacts NK cell responsiveness is unknown. We report that human NK cells were stimulated more effectively to secrete granzymes A and B, FasL (also known as FasLG), granulysin and IFNγ, by stiff (142 kPa) compared to soft (1 kPa) planar substrates. To create surrogate spherical targets of defined stiffness, sodium alginate was used to synthesise soft (9 kPa), medium (34 kPa) or stiff (254 kPa) cell-sized beads, coated with antibodies against activating receptor NKp30 (also known as NCR3) and the integrin LFA-1 (also known as ITGAL). Against stiff beads, NK cells showed increased degranulation. Polarisation of the microtubule-organising centre and lytic granules were impaired against soft targets, which instead resulted in the formation of unstable kinapses. Thus, by varying target stiffness to characterise the mechanosensitivity of immune synapses, we identify soft targets as a blind spot in NK cell recognition. This article has an associated First Person interview with the co-first authors of the paper.


Asunto(s)
Células Asesinas Naturales , Centro Organizador de los Microtúbulos , Línea Celular , Citotoxicidad Inmunológica , Humanos , Antígeno-1 Asociado a Función de Linfocito , Sinapsis
3.
PLoS Comput Biol ; 16(8): e1008076, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32745094

RESUMEN

We consider how a signalling system can act as an information hub by multiplexing information arising from multiple signals. We formally define multiplexing, mathematically characterise which systems can multiplex and how well they can do it. While the results of this paper are theoretical, to motivate the idea of multiplexing, we provide experimental evidence that tentatively suggests that the NF-κB transcription factor can multiplex information about changes in multiple signals. We believe that our theoretical results may resolve the apparent paradox of how a system like NF-κB that regulates cell fate and inflammatory signalling in response to diverse stimuli can appear to have the low information carrying capacity suggested by recent studies on scalar signals. In carrying out our study, we introduce new methods for the analysis of large, nonlinear stochastic dynamic models, and develop computational algorithms that facilitate the calculation of fundamental constructs of information theory such as Kullback-Leibler divergences and sensitivity matrices, and link these methods to a new theory about multiplexing information. We show that many current models such as those of the NF-κB system cannot multiplex effectively and provide models that overcome this limitation using post-transcriptional modifications.


Asunto(s)
Comunicación Celular/fisiología , Modelos Biológicos , Transducción de Señal/fisiología , Algoritmos , Diferenciación Celular/fisiología , Línea Celular Tumoral , Proteína 1 de la Respuesta de Crecimiento Precoz/metabolismo , Regulación de la Expresión Génica , Humanos , Teoría de la Información , FN-kappa B/metabolismo , Análisis de la Célula Individual , Procesos Estocásticos
4.
PLoS Comput Biol ; 15(6): e1007030, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31194728

RESUMEN

Prolactin is a major hormone product of the pituitary gland, the central endocrine regulator. Despite its physiological importance, the cell-level mechanisms of prolactin production are not well understood. Having significantly improved the resolution of real-time-single-cell-GFP-imaging, the authors recently revealed that prolactin gene transcription is highly dynamic and stochastic yet shows space-time coordination in an intact tissue slice. However, it still remains an open question as to what kind of cellular communication mediates the observed space-time organization. To determine the type of interaction between cells we developed a statistical model. The degree of similarity between two expression time series was studied in terms of two distance measures, Euclidean and geodesic, the latter being a network-theoretic distance defined to be the minimal number of edges between nodes, and this was used to discriminate between juxtacrine from paracrine signalling. The analysis presented here suggests that juxtacrine signalling dominates. To further determine whether the coupling is coordinating transcription or post-transcriptional activities we used stochastic switch modelling to infer the transcriptional profiles of cells and estimated their similarity measures to deduce that their spatial cellular coordination involves coupling of transcription via juxtacrine signalling. We developed a computational model that involves an inter-cell juxtacrine coupling, yielding simulation results that show space-time coordination in the transcription level that is in agreement with the above analysis. The developed model is expected to serve as the prototype for the further study of tissue-level organised gene expression for epigenetically regulated genes, such as prolactin.


Asunto(s)
Comunicación Celular/genética , Modelos Biológicos , Comunicación Paracrina/genética , Animales , Comunicación Celular/fisiología , Biología Computacional , Regulación de la Expresión Génica/genética , Humanos , Masculino , Comunicación Paracrina/fisiología , Hipófisis/metabolismo , Prolactina/genética , Prolactina/metabolismo , Ratas , Ratas Transgénicas , Procesos Estocásticos
5.
PLoS Comput Biol ; 14(4): e1006130, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29708974

RESUMEN

Elevated temperature induces the heat shock (HS) response, which modulates cell proliferation, apoptosis, the immune and inflammatory responses. However, specific mechanisms linking the HS response pathways to major cellular signaling systems are not fully understood. Here we used integrated computational and experimental approaches to quantitatively analyze the crosstalk mechanisms between the HS-response and a master regulator of inflammation, cell proliferation, and apoptosis the Nuclear Factor κB (NF-κB) system. We found that populations of human osteosarcoma cells, exposed to a clinically relevant 43°C HS had an attenuated NF-κB p65 response to Tumor Necrosis Factor α (TNFα) treatment. The degree of inhibition of the NF-κB response depended on the HS exposure time. Mathematical modeling of single cells indicated that individual crosstalk mechanisms differentially encode HS-mediated NF-κB responses while being consistent with the observed population-level responses. In particular "all-or-nothing" encoding mechanisms were involved in the HS-dependent regulation of the IKK activity and IκBα phosphorylation, while others involving transport were "analogue". In order to discriminate between these mechanisms, we used live-cell imaging of nuclear translocations of the NF-κB p65 subunit. The single cell responses exhibited "all-or-nothing" encoding. While most cells did not respond to TNFα stimulation after a 60 min HS, 27% showed responses similar to those not receiving HS. We further demonstrated experimentally and theoretically that the predicted inhibition of IKK activity was consistent with the observed HS-dependent depletion of the IKKα and IKKß subunits in whole cell lysates. However, a combination of "all-or-nothing" crosstalk mechanisms was required to completely recapitulate the single cell data. We postulate therefore that the heterogeneity of the single cell responses might be explained by the cell-intrinsic variability of HS-modulated IKK signaling. In summary, we show that high temperature modulates NF-κB responses in single cells in a complex and unintuitive manner, which needs to be considered in hyperthermia-based treatment strategies.


Asunto(s)
Respuesta al Choque Térmico/fisiología , Modelos Biológicos , FN-kappa B/metabolismo , Línea Celular , Biología Computacional , Simulación por Computador , Proteínas Fluorescentes Verdes/genética , Proteínas Fluorescentes Verdes/metabolismo , Humanos , Quinasa I-kappa B/metabolismo , Proteínas Recombinantes de Fusión/genética , Proteínas Recombinantes de Fusión/metabolismo , Transducción de Señal , Análisis de la Célula Individual , Factor de Transcripción ReIA/genética , Factor de Transcripción ReIA/metabolismo , Factor de Necrosis Tumoral alfa/metabolismo
6.
Subcell Biochem ; 83: 413-453, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28271485

RESUMEN

Aside from its well-established role in glycolysis, glyceraldehyde-3-phosphate dehydrogenase (GAPDH) has been shown to possess many key functions in cells. These functions are regulated by protein oligomerization , biomolecular interactions, post-translational modifications , and variations in subcellular localization . Several GAPDH functions and regulatory mechanisms overlap with one another and converge around its role in intermediary metabolism. Several structural determinants of the protein dictate its function and regulation. GAPDH is ubiquitously expressed and is found in all domains of life. GAPDH has been implicated in many diseases, including those of pathogenic, cardiovascular, degenerative, diabetic, and tumorigenic origins. Understanding the mechanisms by which GAPDH can switch between its functions and how these functions are regulated can provide insights into ways the protein can be modulated for therapeutic outcomes.


Asunto(s)
Gliceraldehído-3-Fosfato Deshidrogenasas/química , Gliceraldehído-3-Fosfato Deshidrogenasas/metabolismo , Animales , Glucólisis , Humanos , Procesamiento Proteico-Postraduccional
7.
Proc Natl Acad Sci U S A ; 112(17): 5479-84, 2015 Apr 28.
Artículo en Inglés | MEDLINE | ID: mdl-25847991

RESUMEN

The glucocorticoid receptor (GR) is a member of the nuclear receptor superfamily, which controls programs regulating cell proliferation, differentiation, and apoptosis. We have identified an unexpected role for GR in mitosis. We discovered that specifically modified GR species accumulate at the mitotic spindle during mitosis in a distribution that overlaps with Aurora kinases. We found that Aurora A was required to mediate mitosis-driven GR phosphorylation, but not recruitment of GR to the spindle. GR was necessary for mitotic progression, with increased time to complete mitosis, frequency of mitotic aberrations, and death in mitosis observed following GR knockdown. Complementation studies revealed an essential role for the GR ligand-binding domain, but no clear requirement for ligand binding in regulating chromosome segregation. The GR N-terminal domain, and specifically phosphosites S203 and S211, were not required. Reduced GR expression results in a cell cycle phenotype, with isolated cells from mouse and human subjects showing changes in chromosome content over prolonged passage. Furthermore, GR haploinsufficient mice have an increased incidence of tumor formation, and, strikingly, these tumors are further depleted for GR, implying additional GR loss as a consequence of cell transformation. We identified reduced GR expression in a panel of human liver, lung, prostate, colon, and breast cancers. We therefore reveal an unexpected role for the GR in promoting accurate chromosome segregation during mitosis, which is causally linked to tumorigenesis, making GR an authentic tumor suppressor gene.


Asunto(s)
Transformación Celular Neoplásica/metabolismo , Segregación Cromosómica , Regulación Neoplásica de la Expresión Génica , Neoplasias/metabolismo , Receptores de Glucocorticoides/metabolismo , Proteínas Supresoras de Tumor/metabolismo , Animales , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/patología , Humanos , Ratones , Ratones Mutantes , Mitosis/genética , Neoplasias/genética , Neoplasias/patología , Estructura Terciaria de Proteína , Receptores de Glucocorticoides/genética , Células Tumorales Cultivadas , Proteínas Supresoras de Tumor/genética
8.
Ann Rheum Dis ; 76(3): 576-584, 2017 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-27489225

RESUMEN

OBJECTIVES: The circadian clocks are internal timing mechanisms that drive ∼24-hour rhythms in a tissue-specific manner. Many aspects of the physiology of the intervertebral disc (IVD) show clear diurnal rhythms. However, it is unknown whether IVD tissue contains functional circadian clocks and if so, how their dysregulation is implicated in IVD degeneration. METHODS: Clock gene dynamics in ex vivo IVD explants (from PER2:: luciferase (LUC) reporter mice) and human disc cells (transduced with lentivirus containing Per2::luc reporters) were monitored in real time by bioluminescence photon counting and imaging. Temporal gene expression changes were studied by RNAseq and quantitative reverse transcription (qRT)-PCR. IVD pathology was evaluated by histology in a mouse model with tissue-specific deletion of the core clock gene Bmal1. RESULTS: Here we show the existence of the circadian rhythm in mouse IVD tissue and human disc cells. This rhythm is dampened with ageing in mice and can be abolished by treatment with interleukin-1ß but not tumour necrosis factor α. Time-series RNAseq revealed 607 genes with 24-hour patterns of expression representing several essential pathways in IVD physiology. Mice with conditional knockout of Bmal1 in their disc cells demonstrated age-related degeneration of IVDs. CONCLUSIONS: We have established autonomous circadian clocks in mouse and human IVD cells which respond to age and cytokines, and control key pathways involved in the homeostasis of IVDs. Genetic disruption to the mouse IVD molecular clock predisposes to IVD degeneration. These results support the concept that disruptions to circadian rhythms may be a risk factor for degenerative IVD disease and low back pain.


Asunto(s)
Factores de Transcripción ARNTL/genética , Envejecimiento/fisiología , Relojes Circadianos/fisiología , Degeneración del Disco Intervertebral/fisiopatología , Disco Intervertebral/fisiología , Proteínas Circadianas Period/genética , Factores de Transcripción ARNTL/análisis , Factores de Edad , Animales , Proteínas CLOCK/análisis , Células Cultivadas , Relojes Circadianos/efectos de los fármacos , Relojes Circadianos/genética , Ritmo Circadiano/efectos de los fármacos , Ritmo Circadiano/genética , Humanos , Interleucina-1beta/farmacología , Disco Intervertebral/química , Disco Intervertebral/citología , Degeneración del Disco Intervertebral/genética , Ratones , Ratones Noqueados , FN-kappa B/antagonistas & inhibidores , FN-kappa B/metabolismo , Núcleo Pulposo/química , Núcleo Pulposo/citología , Núcleo Pulposo/fisiología , Transducción de Señal , Temperatura , Técnicas de Cultivo de Tejidos , Transcriptoma , Transfección , Factor de Necrosis Tumoral alfa/farmacología
9.
J Biol Chem ; 290(3): 1770-85, 2015 Jan 16.
Artículo en Inglés | MEDLINE | ID: mdl-25451934

RESUMEN

Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) is an enzyme best known for its role in glycolysis. However, extra-glycolytic functions of GAPDH have been described, including regulation of protein expression via RNA binding. GAPDH binds to numerous adenine-uridine rich elements (AREs) from various mRNA 3'-untranslated regions in vitro and in vivo despite its lack of a canonical RNA binding motif. How GAPDH binds to these AREs is still unknown. Here we discovered that GAPDH binds with high affinity to the core ARE from tumor necrosis factor-α mRNA via a two-step binding mechanism. We demonstrate that a mutation at the GAPDH dimer interface impairs formation of the second RNA-GAPDH complex and leads to changes in the RNA structure. We investigated the effect of this interfacial mutation on GAPDH oligomerization by crystallography, small-angle x-ray scattering, nano-electrospray ionization native mass spectrometry, and hydrogen-deuterium exchange mass spectrometry. We show that the mutation does not significantly affect GAPDH tetramerization as previously proposed. Instead, the mutation promotes short-range and long-range dynamic changes in regions located at the dimer and tetramer interface and in the NAD(+) binding site. These dynamic changes are localized along the P axis of the GAPDH tetramer, suggesting that this region is important for RNA binding. Based on our results, we propose a model for sequential GAPDH binding to RNA via residues located at the dimer and tetramer interfaces.


Asunto(s)
Gliceraldehído-3-Fosfato Deshidrogenasas/química , ARN/química , Regiones no Traducidas 3' , Secuencias de Aminoácidos , Secuencia de Aminoácidos , Anisotropía , Sitios de Unión , ADN Complementario/metabolismo , Gliceraldehído-3-Fosfato Deshidrogenasas/genética , Glucólisis , Humanos , Microscopía Fluorescente , Datos de Secuencia Molecular , Mutación , Péptidos/química , Unión Proteica , Conformación Proteica , Multimerización de Proteína , Dispersión de Radiación , Homología de Secuencia de Aminoácido , Espectrometría de Masa por Ionización de Electrospray , Factor de Necrosis Tumoral alfa/metabolismo , Rayos X
10.
Br J Cancer ; 115(8): 983-992, 2016 10 11.
Artículo en Inglés | MEDLINE | ID: mdl-27584665

RESUMEN

BACKGROUND: PERP (p53 apoptosis effector related to PMP-22), a transcriptional target of p53, is downregulated and contributes to the impairment of apoptosis in uveal melanoma (UM). Intriguingly, PERP is not induced in UM despite functional p53. p63, located on chromosome 3, which is characteristically altered in high-risk UM, can transactivate PERP. Here, we determine the functional role of p63 expression in the initiation of p53/PERP-mediated apoptosis in UM. METHODS: PERP expression was monitored by quantitative PCR (qPCR) and immunoblotting in UM cell lines treated with DNA-damaging agents. The functional role of p63 was assessed by transient expression of p63-turbo GFP (p63-tGFP) in the apoptosis- resistant, 3q-deficient OCM-1 cells. Expression and localisation of p63, PERP and p53, and induction of apoptosis were characterised by qPCR, immunoblotting and live cell confocal microscopy. RESULTS: PERP expression was significantly downregulated in all UM cell lines. DNA-damaging treatments failed to induce apoptosis and activate PERP in OCM-1 cells, which displayed non-functional levels of p63. Expression of p63-tGFP induced apoptosis with marked increase in PERP expression and associated p53 accumulation. CONCLUSIONS: Lack of p63 contributes to reduced PERP levels and impaired p53-mediated apoptosis in UM. p63 expression is required for PERP-mediated apoptosis in UM.


Asunto(s)
Apoptosis/fisiología , Melanoma/patología , Factores de Transcripción/fisiología , Proteínas Supresoras de Tumor/fisiología , Neoplasias de la Úvea/patología , Apoptosis/efectos de los fármacos , Apoptosis/efectos de la radiación , Línea Celular Tumoral , Daño del ADN , Regulación Neoplásica de la Expresión Génica , Humanos , Immunoblotting , Melanoma/genética , Melanoma/metabolismo , Microscopía Confocal , Reacción en Cadena en Tiempo Real de la Polimerasa , Proteínas Recombinantes de Fusión/metabolismo , Ligando Inductor de Apoptosis Relacionado con TNF/farmacología , Factores de Transcripción/biosíntesis , Factores de Transcripción/genética , Activación Transcripcional , Proteínas Supresoras de Tumor/biosíntesis , Proteínas Supresoras de Tumor/genética , Rayos Ultravioleta , Neoplasias de la Úvea/genética , Neoplasias de la Úvea/metabolismo
11.
Biostatistics ; 16(4): 655-69, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25819987

RESUMEN

Gene expression is made up of inherently stochastic processes within single cells and can be modeled through stochastic reaction networks (SRNs). In particular, SRNs capture the features of intrinsic variability arising from intracellular biochemical processes. We extend current models for gene expression to allow the transcriptional process within an SRN to follow a random step or switch function which may be estimated using reversible jump Markov chain Monte Carlo (MCMC). This stochastic switch model provides a generic framework to capture many different dynamic features observed in single cell gene expression. Inference for such SRNs is challenging due to the intractability of the transition densities. We derive a model-specific birth-death approximation and study its use for inference in comparison with the linear noise approximation where both approximations are considered within the unifying framework of state-space models. The methodology is applied to synthetic as well as experimental single cell imaging data measuring expression of the human prolactin gene in pituitary cells.


Asunto(s)
Modelos Genéticos , Modelos Estadísticos , Procesos Estocásticos , Transcripción Genética , Animales , Masculino , Imagen Óptica , Ratas , Análisis de la Célula Individual
12.
Nature ; 465(7299): 736-45, 2010 Jun 10.
Artículo en Inglés | MEDLINE | ID: mdl-20535203

RESUMEN

Populations of cells are almost always heterogeneous in function and fate. To understand the plasticity of cells, it is vital to measure quantitatively and dynamically the molecular processes that underlie cell-fate decisions in single cells. Early events in cell signalling often occur within seconds of the stimulus, whereas intracellular signalling processes and transcriptional changes can take minutes or hours. By contrast, cell-fate decisions, such as whether a cell divides, differentiates or dies, can take many hours or days. Multiparameter experimental and computational methods that integrate quantitative measurement and mathematical simulation of these noisy and complex processes are required to understand the highly dynamic mechanisms that control cell plasticity and fate.


Asunto(s)
Fenómenos Fisiológicos Celulares , Técnicas Citológicas/métodos , Diferenciación Celular , Fenómenos Fisiológicos Celulares/genética , Fenómenos Fisiológicos Celulares/fisiología , Microfluídica/métodos , Unión Proteica , Transporte de Proteínas , Transducción de Señal , Transcripción Genética
13.
J Biol Chem ; 289(9): 5549-64, 2014 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-24394419

RESUMEN

Intracellular signaling involving hypoxia-inducible factor (HIF) controls the adaptive responses to hypoxia. There is a growing body of evidence demonstrating that intracellular signals encode temporal information. Thus, the dynamics of protein levels, as well as protein quantity and/or localization, impacts on cell fate. We hypothesized that such temporal encoding has a role in HIF signaling and cell fate decisions triggered by hypoxic conditions. Using live cell imaging in a controlled oxygen environment, we observed transient 3-h pulses of HIF-1α and -2α expression under continuous hypoxia. We postulated that the well described prolyl hydroxylase (PHD) oxygen sensors and HIF negative feedback regulators could be the origin of the pulsatile HIF dynamics. We used iterative mathematical modeling and experimental analysis to scrutinize which parameter of the PHD feedback could control HIF timing and we probed for the functional redundancy between the three main PHD proteins. We identified PHD2 as the main PHD responsible for HIF peak duration. We then demonstrated that this has important consequences, because the transient nature of the HIF pulse prevents cell death by avoiding transcription of p53-dependent pro-apoptotic genes. We have further shown the importance of considering HIF dynamics for coupling mathematical models by using a described HIF-p53 mathematical model. Our results indicate that the tight control of HIF transient dynamics has important functional consequences on the cross-talk with key signaling pathways controlling cell survival, which is likely to impact on HIF targeting strategies for hypoxia-associated diseases such as tumor progression and ischemia.


Asunto(s)
Apoptosis/fisiología , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Transducción de Señal/fisiología , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Hipoxia de la Célula/fisiología , Supervivencia Celular/fisiología , Células HeLa , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/genética , Prolina Dioxigenasas del Factor Inducible por Hipoxia/genética , Prolina Dioxigenasas del Factor Inducible por Hipoxia/metabolismo , Neoplasias/genética , Neoplasias/metabolismo , Proteína p53 Supresora de Tumor/genética , Proteína p53 Supresora de Tumor/metabolismo
14.
J Math Biol ; 70(3): 591-620, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24658784

RESUMEN

The relationship between components of biochemical network and the resulting dynamics of the overall system is a key focus of computational biology. However, as these networks and resulting mathematical models are inherently complex and non-linear, the understanding of this relationship becomes challenging. Among many approaches, model reduction methods provide an avenue to extract components responsible for the key dynamical features of the system. Unfortunately, these approaches often require intuition to apply. In this manuscript we propose a practical algorithm for the reduction of biochemical reaction systems using fast-slow asymptotics. This method allows the ranking of system variables according to how quickly they approach their momentary steady state, thus selecting the fastest for a steady state approximation. We applied this method to derive models of the Nuclear Factor kappa B network, a key regulator of the immune response that exhibits oscillatory dynamics. Analyses with respect to two specific solutions, which corresponded to different experimental conditions identified different components of the system that were responsible for the respective dynamics. This is an important demonstration of how reduction methods that provide approximations around a specific steady state, could be utilised in order to gain a better understanding of network topology in a broader context.


Asunto(s)
Algoritmos , Modelos Biológicos , FN-kappa B/metabolismo , Biología Computacional , Retroalimentación Fisiológica , Conceptos Matemáticos , Redes y Vías Metabólicas , Transducción de Señal , Biología de Sistemas , Factor de Necrosis Tumoral alfa/metabolismo
15.
PLoS Biol ; 9(4): e1000607, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21532732

RESUMEN

In individual mammalian cells the expression of some genes such as prolactin is highly variable over time and has been suggested to occur in stochastic pulses. To investigate the origins of this behavior and to understand its functional relevance, we quantitatively analyzed this variability using new mathematical tools that allowed us to reconstruct dynamic transcription rates of different reporter genes controlled by identical promoters in the same living cell. Quantitative microscopic analysis of two reporter genes, firefly luciferase and destabilized EGFP, was used to analyze the dynamics of prolactin promoter-directed gene expression in living individual clonal and primary pituitary cells over periods of up to 25 h. We quantified the time-dependence and cyclicity of the transcription pulses and estimated the length and variation of active and inactive transcription phases. We showed an average cycle period of approximately 11 h and demonstrated that while the measured time distribution of active phases agreed with commonly accepted models of transcription, the inactive phases were differently distributed and showed strong memory, with a refractory period of transcriptional inactivation close to 3 h. Cycles in transcription occurred at two distinct prolactin-promoter controlled reporter genes in the same individual clonal or primary cells. However, the timing of the cycles was independent and out-of-phase. For the first time, we have analyzed transcription dynamics from two equivalent loci in real-time in single cells. In unstimulated conditions, cells showed independent transcription dynamics at each locus. A key result from these analyses was the evidence for a minimum refractory period in the inactive-phase of transcription. The response to acute signals and the result of manipulation of histone acetylation was consistent with the hypothesis that this refractory period corresponded to a phase of chromatin remodeling which significantly increased the cyclicity. Stochastically timed bursts of transcription in an apparently random subset of cells in a tissue may thus produce an overall coordinated but heterogeneous phenotype capable of acute responses to stimuli.


Asunto(s)
Ciclo Celular/fisiología , Genes Reporteros , Prolactina/genética , Transcripción Genética/genética , Acetilación , Animales , Línea Celular , Cromatina/genética , Inmunoprecipitación de Cromatina , Proteínas Fluorescentes Verdes/genética , Proteínas Fluorescentes Verdes/metabolismo , Histonas/metabolismo , Humanos , Procesamiento de Imagen Asistido por Computador , Luciferasas de Luciérnaga/genética , Luciferasas de Luciérnaga/metabolismo , Sustancias Luminiscentes , Hipófisis/citología , Hipófisis/enzimología , Prolactina/metabolismo , ARN Mensajero/metabolismo , Ratas , Ratas Transgénicas , Procesos Estocásticos , Factores de Tiempo
16.
Cell Death Dis ; 15(3): 202, 2024 Mar 11.
Artículo en Inglés | MEDLINE | ID: mdl-38467621

RESUMEN

Cellular responses to TNF are inherently heterogeneous within an isogenic cell population and across different cell types. TNF promotes cell survival by activating pro-inflammatory NF-κB and MAPK signalling pathways but may also trigger apoptosis and necroptosis. Following TNF stimulation, the fate of individual cells is governed by the balance of pro-survival and pro-apoptotic signalling pathways. To elucidate the molecular mechanisms driving heterogenous responses to TNF, quantifying TNF/TNFR1 signalling at the single-cell level is crucial. Fluorescence live-cell imaging techniques offer real-time, dynamic insights into molecular processes in single cells, allowing for detection of rapid and transient changes, as well as identification of subpopulations, that are likely to be missed with traditional endpoint assays. Whilst fluorescence live-cell imaging has been employed extensively to investigate TNF-induced inflammation and TNF-induced cell death, it has been underutilised in studying the role of TNF/TNFR1 signalling pathway crosstalk in guiding cell-fate decisions in single cells. Here, we outline the various opportunities for pathway crosstalk during TNF/TNFR1 signalling and how these interactions may govern heterogenous responses to TNF. We also advocate for the use of live-cell imaging techniques to elucidate the molecular processes driving cell-to-cell variability in single cells. Understanding and overcoming cellular heterogeneity in response to TNF and modulators of the TNF/TNFR1 signalling pathway could lead to the development of targeted therapies for various diseases associated with aberrant TNF/TNFR1 signalling, such as rheumatoid arthritis, metabolic syndrome, and cancer.


Asunto(s)
Receptores Tipo I de Factores de Necrosis Tumoral , Factor de Necrosis Tumoral alfa , Receptores Tipo I de Factores de Necrosis Tumoral/metabolismo , Factor de Necrosis Tumoral alfa/farmacología , Factor de Necrosis Tumoral alfa/metabolismo , Transducción de Señal , FN-kappa B/metabolismo , Apoptosis
17.
J Exp Med ; 204(9): 2213-24, 2007 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-17724125

RESUMEN

Specific mutations in the human gene encoding the Wiskott-Aldrich syndrome protein (WASp) that compromise normal auto-inhibition of WASp result in unregulated activation of the actin-related protein 2/3 complex and increased actin polymerizing activity. These activating mutations are associated with an X-linked form of neutropenia with an intrinsic failure of myelopoiesis and an increase in the incidence of cytogenetic abnormalities. To study the underlying mechanisms, active mutant WASp(I294T) was expressed by gene transfer. This caused enhanced and delocalized actin polymerization throughout the cell, decreased proliferation, and increased apoptosis. Cells became binucleated, suggesting a failure of cytokinesis, and micronuclei were formed, indicative of genomic instability. Live cell imaging demonstrated a delay in mitosis from prometaphase to anaphase and confirmed that multinucleation was a result of aborted cytokinesis. During mitosis, filamentous actin was abnormally localized around the spindle and chromosomes throughout their alignment and separation, and it accumulated within the cleavage furrow around the spindle midzone. These findings reveal a novel mechanism for inhibition of myelopoiesis through defective mitosis and cytokinesis due to hyperactivation and mislocalization of actin polymerization.


Asunto(s)
Actinas/metabolismo , Citocinesis , Enfermedades Genéticas Ligadas al Cromosoma X/metabolismo , Mitosis , Neutropenia/metabolismo , Neutropenia/patología , Proteína del Síndrome de Wiskott-Aldrich/metabolismo , Animales , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Núcleo Celular/efectos de los fármacos , Núcleo Celular/metabolismo , Proliferación Celular/efectos de los fármacos , Aberraciones Cromosómicas , Cromosomas Humanos , Citocinesis/efectos de los fármacos , ADN , Depsipéptidos/farmacología , Enfermedades Genéticas Ligadas al Cromosoma X/patología , Proteínas Fluorescentes Verdes/metabolismo , Humanos , Ratones , Mitosis/efectos de los fármacos , Proteínas Mutantes/metabolismo , Poliploidía , Proteínas Recombinantes de Fusión/metabolismo , Transgenes
18.
J Cell Sci ; 124(Pt 20): 3484-91, 2011 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-21984812

RESUMEN

Important questions in biology have emerged recently concerning the timing of transcription in living cells. Studies on clonal cell lines have shown that transcription is often pulsatile and stochastic, with implications for cellular differentiation. Currently, information regarding transcriptional activity at cellular resolution within a physiological context remains limited. To investigate single-cell transcriptional activity in real-time in living tissue we used bioluminescence imaging of pituitary tissue from transgenic rats in which luciferase gene expression is driven by a pituitary hormone gene promoter. We studied fetal and neonatal pituitary tissue to assess whether dynamic patterns of transcription change during tissue development. We show that gene expression in single cells is highly pulsatile at the time endocrine cells first appear but becomes stabilised as the tissue develops in early neonatal life. This stabilised transcription pattern might depend upon tissue architecture or paracrine signalling, as isolated cells, generated from enzymatic dispersion of the tissue, display pulsatile luminescence. Nascent cells in embryonic tissue also showed coordinated transcription activity over short distances further indicating that cellular context is important for transcription activity. Overall, our data show that cells alter their patterns of gene expression according to their context and developmental stage, with important implications for cellular differentiation.


Asunto(s)
Regulación del Desarrollo de la Expresión Génica , Periodicidad , Hipófisis/embriología , Hormonas Hipofisarias/metabolismo , Animales , Animales Modificados Genéticamente , Animales Recién Nacidos , Células Cultivadas , Microambiente Celular/genética , Perfilación de la Expresión Génica , Luciferasas de Luciérnaga/genética , Mediciones Luminiscentes/métodos , Morfogénesis/genética , Hipófisis/metabolismo , Hormonas Hipofisarias/genética , Regiones Promotoras Genéticas/genética , Ratas
19.
Proc Natl Acad Sci U S A ; 107(25): 11644-9, 2010 Jun 22.
Artículo en Inglés | MEDLINE | ID: mdl-20534546

RESUMEN

Heterogeneity between individual cells is a common feature of dynamic cellular processes, including signaling, transcription, and cell fate; yet the overall tissue level physiological phenotype needs to be carefully controlled to avoid fluctuations. Here we show that in the NF-kappaB signaling system, the precise timing of a dual-delayed negative feedback motif [involving stochastic transcription of inhibitor kappaB (IkappaB)-alpha and -epsilon] is optimized to induce heterogeneous timing of NF-kappaB oscillations between individual cells. We suggest that this dual-delayed negative feedback motif enables NF-kappaB signaling to generate robust single cell oscillations by reducing sensitivity to key parameter perturbations. Simultaneously, enhanced cell heterogeneity may represent a mechanism that controls the overall coordination and stability of cell population responses by decreasing temporal fluctuations of paracrine signaling. It has often been thought that dynamic biological systems may have evolved to maximize robustness through cell-to-cell coordination and homogeneity. Our analyses suggest in contrast, that this cellular variation might be advantageous and subject to evolutionary selection. Alternative types of therapy could perhaps be designed to modulate this cellular heterogeneity.


Asunto(s)
FN-kappa B/metabolismo , Secuencias de Aminoácidos , Animales , Fibroblastos/metabolismo , Humanos , Quinasa I-kappa B/metabolismo , Interleucina-1beta/metabolismo , Ratones , Modelos Teóricos , Oscilometría/métodos , Fenotipo , Transducción de Señal , Procesos Estocásticos , Transcripción Genética , Factor de Necrosis Tumoral alfa/metabolismo
20.
Front Mol Biosci ; 10: 1187187, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37228587

RESUMEN

Cells respond to inflammatory stimuli such as cytokines by activation of the nuclear factor-κB (NF-κB) signalling pathway, resulting in oscillatory translocation of the transcription factor p65 between nucleus and cytoplasm in some cell types. We investigate the relationship between p65 and inhibitor-κB⍺ (IκBα) protein levels and dynamic properties of the system, and how this interaction impacts on the expression of key inflammatory genes. Using bacterial artificial chromosomes, we developed new cell models of IκB⍺-eGFP protein overexpression in a pseudo-native genomic context. We find that cells with high levels of the negative regulator IκBα remain responsive to inflammatory stimuli and maintain dynamics for both p65 and IκBα. In contrast, canonical target gene expression is dramatically reduced by overexpression of IκBα, but can be partially rescued by overexpression of p65. Treatment with leptomycin B to promote nuclear accumulation of IκB⍺ also suppresses canonical target gene expression, suggesting a mechanism in which nuclear IκB⍺ accumulation prevents productive p65 interaction with promoter binding sites. This causes reduced target promoter binding and gene transcription, which we validate by chromatin immunoprecipitation and in primary cells. Overall, we show how inflammatory gene transcription is modulated by the expression levels of both IκB⍺ and p65. This results in an anti-inflammatory effect on transcription, demonstrating a broad mechanism to modulate the strength of inflammatory response.

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