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1.
Genome Biol ; 25(1): 25, 2024 01 19.
Article in English | MEDLINE | ID: mdl-38243310

ABSTRACT

CRISPR genome editing approaches theoretically enable researchers to define the function of each human gene in specific cell types, but challenges remain to efficiently perform genetic perturbations in relevant models. In this work, we develop a library cloning protocol that increases sgRNA uniformity and greatly reduces bias in existing genome-wide libraries. We demonstrate that our libraries can achieve equivalent or better statistical power compared to previously reported screens using an order of magnitude fewer cells. This improved cloning protocol enables genome-scale CRISPR screens in technically challenging cell models and screen formats.


Subject(s)
CRISPR-Cas Systems , RNA, Guide, CRISPR-Cas Systems , Humans , Clustered Regularly Interspaced Short Palindromic Repeats , Gene Library , Gene Editing , Cloning, Molecular
2.
J Appl Physiol (1985) ; 133(4): 959-969, 2022 10 01.
Article in English | MEDLINE | ID: mdl-36074925

ABSTRACT

Abnormalities of the airway smooth muscle (ASM) layer in asthma may develop before birth. We hypothesize that antenatal inflammation causes physiological abnormalities of the ASM that predisposes asthma. This study determined the short-term effects of antenatal inflammation on the developing ASM. Fourteen pregnant ewes were randomly assigned to one of three groups. Fetal lambs were exposed to intra-amniotic injections of lipopolysaccharide (LPS, n = 4) or saline (controls; n = 5) at 127 days' gestational age (GA). Preterm lambs were surgically delivered at 129 days' GA and received intensive care for 7 days before euthanasia. Naïve fetal controls (n = 5) were delivered and euthanized at 136 days' GA. ASM force to acetylcholine was measured in bronchial rings and normalized to ring length (tension) and ASM cross-sectional area (stress). Airway narrowing (% volume) to acetylcholine was assessed in bronchial segments. Fetal controls were structurally and functionally similar to saline-exposed lambs. Compared with saline, LPS-exposed lambs had increased macrophages in lung tissue (P = 0.0002) and interleukin-8 in alveolar wash (P = 0.003). LPS exposure increased ASM thickness (P = 0.005), airway narrowing (P = 0.003), ASM tension (P = 0.0002), and contractile stress (P < 0.0001). Notably, LPS-exposed lambs were more dependent on mechanical ventilation, and both LPS (P < 0.001) and ventilation (P = 0.012) were independent factors in increasing ASM stress. Only LPS independently increased ASM thickness (P = 0.045). Results indicate that antenatal exposure to LPS and subsequent mechanical ventilation promotes intrinsic changes to the ASM that enhances bronchoconstriction. If persistent into postnatal life, these developmental abnormalities may contribute to the known association between chorioamnionitis and asthma.NEW & NOTEWORTHY Abnormalities of the airway smooth muscle (ASM) layer in asthma may develop before birth. Using an ovine model of antenatal inflammation, we demonstrate thickening and increased contraction of the premature ASM layer. If such physiological abnormalities persist throughout postnatal life, this represents a predisposition to an asthma diagnosis.


Subject(s)
Asthma , Pregnancy Complications , Premature Birth , Acetylcholine/pharmacology , Animals , Female , Inflammation , Interleukin-8 , Lipopolysaccharides/pharmacology , Muscle Contraction , Muscle, Smooth , Pregnancy , Premature Birth/veterinary , Sheep
3.
Proc Natl Acad Sci U S A ; 116(43): 21556-21562, 2019 10 22.
Article in English | MEDLINE | ID: mdl-31591210

ABSTRACT

Cells are nonequilibrium systems that exchange matter and energy with the environment to sustain their metabolic needs. The nonequilibrium nature of this system presents considerable challenges to developing a general theory describing its behavior; however, when studied at appropriate spatiotemporal scales, the behavior of ensembles of nonequilibrium systems can resemble that of a system at equilibrium. Here we apply this principle to a population of cells within a cytomorphological state space and demonstrate that cellular transition dynamics within this space can be described using equilibrium formalisms. We use this framework to map the effective energy landscape underlying the cytomorphological state space of a population of mouse embryonic fibroblasts (MEFs) and identify topographical nonuniformity in this space, indicating nonuniform occupation of cytomorphological states within an isogenic population. The introduction of exogenous apoptotic agents fundamentally altered this energy landscape, inducing formation of additional energy minima that correlated directly with changes in sensitivity to apoptosis induction. An equilibrium framework allows us to describe the behavior of an ensemble of single cells, suggesting that although cells are complex nonequilibrium systems, the application of formalisms derived from equilibrium thermodynamics can provide insight into the basis of nongenetic heterogeneities within cell populations, as well as the relationship between cytomorphological and functional heterogeneity.


Subject(s)
Energy Metabolism/physiology , Models, Biological , Thermodynamics , Animals , Cell Proliferation/physiology , Cells, Cultured , Mice , Spatial Analysis
4.
Article in English | MEDLINE | ID: mdl-31001605

ABSTRACT

Fetal airway smooth muscle (ASM) exhibits phasic contractile behavior, which transitions to a more sustained "tonic" contraction after birth. The timing and underlying mechanisms of ASM transition from a phasic to a tonic contractile phenotype are yet to be established. We characterized phasic ASM contraction in preterm (128 day gestation), term (~150 day gestation), 1-4 month, 1 yr, and adult sheep (5yr). Spontaneous phasic activity was measured in bronchial segments as amplitude, frequency, and intensity. The mechanism of phasic ASM contraction was investigated further with a computational model of ASM force development and lumen narrowing. The computational model comprised a two-dimensional cylindrical geometry of a network of contractile units and the activation of neighboring cells was dependent on the strength of coupling between cells. As expected, phasic contractions were most prominent in fetal airways and decreased with advancing age, to a level similar to the level in the 1-4 month lambs. Computational predictions demonstrated phasic contraction through the generation of a wave of activation events, the magnitude of which is determined by the number of active cells and the strength of cell-cell interactions. Decreases in phasic contraction with advancing age were simulated by reducing cell-cell coupling. Results show that phasic activity is suppressed rapidly after birth, then sustained at a lower intensity from the preweaning phase until adulthood in an ovine developmental model. Cell-cell coupling is proposed as a key determinant of phasic ASM contraction and if reduced could explain the observed maturational changes.

5.
PLoS Comput Biol ; 14(1): e1005927, 2018 01.
Article in English | MEDLINE | ID: mdl-29338005

ABSTRACT

Cell populations display heterogeneous and dynamic phenotypic states at multiple scales. Similar to molecular features commonly used to explore cell heterogeneity, cell behavior is a rich phenotypic space that may allow for identification of relevant cell states. Inference of cell state from cell behavior across a time course may enable the investigation of dynamics of transitions between heterogeneous cell states, a task difficult to perform with destructive molecular observations. Cell motility is one such easily observed cell behavior with known biomedical relevance. To investigate heterogenous cell states and their dynamics through the lens of cell behavior, we developed Heteromotility, a software tool to extract quantitative motility features from timelapse cell images. In mouse embryonic fibroblasts (MEFs), myoblasts, and muscle stem cells (MuSCs), Heteromotility analysis identifies multiple motility phenotypes within the population. In all three systems, the motility state identity of individual cells is dynamic. Quantification of state transitions reveals that MuSCs undergoing activation transition through progressive motility states toward the myoblast phenotype. Transition rates during MuSC activation suggest non-linear kinetics. By probability flux analysis, we find that this MuSC motility state system breaks detailed balance, while the MEF and myoblast systems do not. Balanced behavior state transitions can be captured by equilibrium formalisms, while unbalanced switching between states violates equilibrium conditions and would require an external driving force. Our data indicate that the system regulating cell behavior can be decomposed into a set of attractor states which depend on the identity of the cell, together with a set of transitions between states. These results support a conceptual view of cell populations as dynamical systems, responding to inputs from signaling pathways and generating outputs in the form of state transitions and observable motile behaviors.


Subject(s)
Cell Movement , Fibroblasts/cytology , Nonlinear Dynamics , Algorithms , Animals , Cluster Analysis , Computational Biology , Female , Fibroblasts/metabolism , Kinetics , Leukocytes, Mononuclear , Male , Mice , Mice, Inbred C57BL , Muscles/cytology , Phenotype , Probability , Signal Transduction , Stem Cells/cytology
6.
J Cell Sci ; 130(5): 819-826, 2017 03 01.
Article in English | MEDLINE | ID: mdl-28183729

ABSTRACT

Many studies over the years have shown that non-genetic mechanisms for producing cell-to-cell variation can lead to highly variable behaviors across genetically identical populations of cells. Most work to date has focused on gene expression noise as the primary source of phenotypic heterogeneity, yet other sources may also contribute. In this Commentary, we explore organelle-level heterogeneity as a potential secondary source of cellular 'noise' that contributes to phenotypic heterogeneity. We explore mechanisms for generating organelle heterogeneity and present evidence of functional links between organelle morphology and cellular behavior. Given the many instances in which molecular-level heterogeneity has been linked to phenotypic heterogeneity, we posit that organelle heterogeneity may similarly contribute to overall phenotypic heterogeneity and underline the importance of studying organelle heterogeneity to develop a more comprehensive understanding of phenotypic heterogeneity. Finally, we conclude with a discussion of the medical challenges associated with phenotypic heterogeneity and outline how improved methods for characterizing and controlling this heterogeneity may lead to improved therapeutic strategies and outcomes for patients.


Subject(s)
Organelles/metabolism , Animals , Cell Cycle , Circadian Rhythm , Humans , Models, Biological , Organelle Biogenesis , Phenotype
7.
Respir Res ; 17(1): 62, 2016 05 23.
Article in English | MEDLINE | ID: mdl-27215903

ABSTRACT

BACKGROUND: The hexapeptide SLIGRL-amide activates protease-activated receptor-2 (PAR-2) and mas-related G protein-coupled receptor C11 (MRGPRC11), both of which are known to be expressed on populations of sensory nerves. SLIGRL-amide has recently been reported to inhibit influenza A (IAV) infection in mice independently of PAR-2 activation, however the explicit roles of MRGPRC11 and sensory nerves in this process are unknown. Thus, the principal aim of this study was to determine whether SLIGRL-amide-induced inhibition of influenza infection is mediated by MRGPRC11 and/or by capsaicin-sensitive sensory nerves. METHODS: The inhibitory effect of SLIGRL-amide on IAV infection observed in control mice in vivo was compared to effects produced in mice that did not express MRGPRC11 (mrgpr-cluster∆ (-/-) mice) or had impaired sensory nerve function (induced by chronic pre-treatment with capsaicin). Complementary mechanistic studies using both in vivo and ex vivo approaches investigated whether the anti-IAV activity of SLIGRL-amide was (1) mimicked by either activators of MRGPRC11 (BAM8-22) or by activators (acute capsaicin) or selected mediators (substance P, CGRP) of sensory nerve function, or (2) suppressed by inhibitors of sensory nerve function (e.g. NK1 receptor antagonists). RESULTS: SLIGRL-amide and BAM8-22 dose-dependently inhibited IAV infection in mrgpr-cluster∆ (-/-) mice that do not express MRGPRC11. In addition, SLIGRL-amide and BAM8-22 each inhibited IAV infection in capsaicin-pre-treated mice that lack functional sensory nerves. Furthermore, the anti-IAV activity of SLIGRL-amide was not mimicked by the sensory neuropeptides substance P or CGRP, nor blocked by either NK1 (L-703,606, RP67580) and CGRP receptor (CGRP8-37) antagonists. Direct stimulation of airway sensory nerves through acute exposure to the TRPV1 activator capsaicin also failed to mimic SLIGRL-amide-induced inhibition of IAV infectivity. The anti-IAV activity of SLIGRL-amide was mimicked by the purinoceptor agonist ATP, a direct activator of mucus secretion from airway epithelial cells. Additionally, both SLIGRL-amide and ATP stimulated mucus secretion and inhibited IAV infectivity in mouse isolated tracheal segments. CONCLUSIONS: SLIGRL-amide inhibits IAV infection independently of MRGPRC11 and independently of capsaicin-sensitive, neuropeptide-releasing sensory nerves, and its secretory action on epithelial cells warrants further investigation.


Subject(s)
Antiviral Agents/pharmacology , Capsaicin/pharmacology , Influenza A virus/pathogenicity , Neurons, Afferent/drug effects , Oligopeptides/pharmacology , Orthomyxoviridae Infections/prevention & control , Receptors, G-Protein-Coupled/agonists , Trachea/drug effects , Adenosine Triphosphate/pharmacology , Animals , Disease Models, Animal , Dose-Response Relationship, Drug , Genetic Predisposition to Disease , Humans , In Vitro Techniques , Male , Mice, Inbred BALB C , Mice, Knockout , Neurons, Afferent/metabolism , Neurons, Afferent/virology , Orthomyxoviridae Infections/metabolism , Orthomyxoviridae Infections/physiopathology , Orthomyxoviridae Infections/virology , Peptide Fragments/pharmacology , Phenotype , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/metabolism , Signal Transduction/drug effects , Trachea/innervation , Trachea/metabolism , Trachea/virology
8.
Nat Commun ; 5: 4587, 2014 Aug 11.
Article in English | MEDLINE | ID: mdl-25109325

ABSTRACT

Cytoplasmic dynein is a dimeric motor that transports intracellular cargoes towards the minus end of microtubules (MTs). In contrast to other processive motors, stepping of the dynein motor domains (heads) is not precisely coordinated. Therefore, the mechanism of dynein processivity remains unclear. Here, by engineering the mechanical and catalytic properties of the motor, we show that dynein processivity minimally requires a single active head and a second inert MT-binding domain. Processivity arises from a high ratio of MT-bound to unbound time, and not from interhead communication. In addition, nucleotide-dependent microtubule release is gated by tension on the linker domain. Intramolecular tension sensing is observed in dynein's stepping motion at high interhead separations. On the basis of these results, we propose a quantitative model for the stepping characteristics of dynein and its response to chemical and mechanical perturbation.


Subject(s)
Adenosine Triphosphate/chemistry , Dyneins/chemistry , Microtubules/chemistry , Adenosine Triphosphatases/chemistry , Animals , Cytoplasm/metabolism , Glutathione Transferase/metabolism , Green Fluorescent Proteins/chemistry , Monte Carlo Method , Motion , Mutation , Nucleotides/chemistry , Nucleotides/genetics , Optics and Photonics , Protein Conformation , Protein Engineering/methods , Protein Multimerization , Protein Structure, Tertiary , Saccharomyces cerevisiae/metabolism , Sea Urchins , Stress, Mechanical , Thermus/metabolism
9.
Science ; 335(6065): 221-5, 2012 Jan 13.
Article in English | MEDLINE | ID: mdl-22157083

ABSTRACT

Cytoplasmic dynein is a homodimeric AAA+ motor that transports a multitude of cargos toward the microtubule minus end. How the two catalytic head domains interact and move relative to each other during processive movement is unclear. Here, we tracked the relative positions of both heads with nanometer precision and directly observed the heads moving independently along the microtubule. The heads remained widely separated, and their stepping behavior varied as a function of interhead separation. One active head was sufficient for processive movement, and an active head could drag an inactive partner head forward. Thus, dynein moves processively without interhead coordination, a mechanism fundamentally distinct from the hand-over-hand stepping of kinesin and myosin.


Subject(s)
Cytoplasm/metabolism , Dyneins/chemistry , Dyneins/metabolism , Microtubules/metabolism , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/metabolism , Adenosine Triphosphate/metabolism , Models, Biological , Models, Molecular , Protein Multimerization , Protein Structure, Tertiary , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/metabolism
10.
J Biol Chem ; 282(3): 1670-8, 2007 Jan 19.
Article in English | MEDLINE | ID: mdl-17121813

ABSTRACT

We previously identified six single gene disruptions in Saccharomyces cerevisiae that allow enhanced immunoreactive insulin secretion primarily because of defective Kex2p-mediated endoproteolytic processing. Five eis mutants disrupted established VPS (vacuolar protein sorting) genes, The sixth, LTE1, is a Low Temperature (<15 degrees C) Essential gene encoding a large protein with potential guanine nucleotide exchange (GEF) domains. Lte1p functions as a positive regulator of the mitotic GTPase Tem1p, and overexpression of Tem1p suppresses the low temperature mitotic defect of lte1. By sequence analysis, Tem1p has highest similarity to Vps21p (yeast homolog of mammalian Rab5). Unlike TEM1, LTE1 is not restricted to mitosis but is expressed throughout the cell cycle. Lte1p function in interphase cells is largely unknown. Here we confirm the eis phenotype of lte1 mutant cells and demonstrate a defect in proalpha factor processing that is rescued by expression of full-length Lte1p but not a C-terminally truncated Lte1p lacking its GEF homology domain. Neither overexpression of Tem1p nor 13 other structurally related GTPases can suppress the secretory proprotein processing defect. However, overexpression of Vps21p selectively restores proprotein processing in a manner dependent upon the active GTP-bound form of the GTPase. By contrast, a vps21 mutant produces a synthetic defect with lte1 in proprotein processing, as well as a synthetic growth defect. Together, the data underscore a link between the mitotic regulator, Lte1p, and protein processing and trafficking in the secretory/endosomal system.


Subject(s)
Guanine Nucleotide Exchange Factors/physiology , Mitosis , Saccharomyces cerevisiae Proteins/physiology , Saccharomyces cerevisiae/metabolism , Cell Cycle , Endosomes/metabolism , Fungal Proteins/metabolism , GTP Phosphohydrolases/metabolism , Insulin/metabolism , Monomeric GTP-Binding Proteins/metabolism , Phenotype , Plasmids/metabolism , Proprotein Convertases/metabolism , Protein Structure, Tertiary , Receptors, Mating Factor/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Temperature
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