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1.
Emerg Infect Dis ; 26(8): 1778-1791, 2020 08.
Article in English | MEDLINE | ID: mdl-32687030

ABSTRACT

Antimicrobial stewardship is a cornerstone of efforts to curtail antimicrobial resistance. To determine factors potentially influencing likelihood of prescribing antimicrobials for animals, we analyzed electronic health records for unwell dogs (n = 155,732 unique dogs, 281,543 consultations) and cats (n = 69,236 unique cats, 111,139 consultations) voluntarily contributed by 173 UK veterinary practices. Using multivariable mixed effects logistic regression, we found that factors associated with decreased odds of systemic antimicrobial prescription were client decisions focused on preventive health: vaccination (dogs, odds ratio [OR] 0.93, 95% CI, 0.90-0.95; cats, OR 0.92, 95% CI 0.89-0.95), insurance (dogs, OR 0.87, 95% CI 0.84-0.90; cats, OR 0.82, 95% CI 0.79-0.86), neutering of dogs (OR 0.90, 95% CI 0.88-0.92), and practices accredited by the Royal College of Veterinary Surgeons (OR 0.79, 95% 95% CI 0.68-0.92). This large multicenter companion animal study demonstrates the potential of preventive healthcare and client engagement to encourage responsible antimicrobial drug use.


Subject(s)
Anti-Infective Agents , Cat Diseases , Dog Diseases , Pharmaceutical Preparations , Animals , Anti-Infective Agents/therapeutic use , Cat Diseases/drug therapy , Cat Diseases/epidemiology , Cat Diseases/prevention & control , Cats , Dog Diseases/drug therapy , Dog Diseases/epidemiology , Dog Diseases/prevention & control , Dogs , Prescriptions , United Kingdom
2.
EMBO J ; 34(9): 1164-79, 2015 May 05.
Article in English | MEDLINE | ID: mdl-25812989

ABSTRACT

Adult organisms have to adapt to survive, and the same is true for their tissues. Rates and types of cell production must be rapidly and reversibly adjusted to meet tissue demands in response to both local and systemic challenges. Recent work reveals how stem cell (SC) populations meet these requirements by switching between functional states tuned to homoeostasis or regeneration. This plasticity extends to differentiating cells, which are capable of reverting to SCs after injury. The concept of the niche, the micro-environment that sustains and regulates stem cells, is broadening, with a new appreciation of the role of physical factors and hormonal signals. Here, we review different functions of SCs, the cellular mechanisms that underlie them and the signals that bias the fate of SCs as they switch between roles.


Subject(s)
Adult Stem Cells/physiology , Adult Stem Cells/cytology , Animals , Cell Differentiation , Cell Lineage , Homeostasis , Humans , Organ Specificity , Regeneration , Signal Transduction
3.
Nano Lett ; 17(6): 3485-3492, 2017 06 14.
Article in English | MEDLINE | ID: mdl-28535340

ABSTRACT

Multiple scattering of light induces structured interactions, or optical binding forces, between collections of small particles. This has been extensively studied in the case of microspheres. However, binding forces are strongly shape dependent: here, we turn our attention to dielectric nanowires. Using a novel numerical model we uncover rich behavior. The extreme geometry of the nanowires produces a sequence of stationary and dynamic states. In linearly polarized light, thermally stable ladder-like structures emerge. Lower symmetry, sagittate arrangements can also arise, whose configurational asymmetry unbalances the optical forces leading to nonconservative, translational motion. Finally, the addition of circular polarization drives a variety of coordinated rotational states whose dynamics expose fundamental properties of optical spin. These results suggest that optical binding can provide an increased level of control over the positions and motions of nanoparticles, opening new possibilities for driven self-organization and heralding a new field of self-assembling optically driven micromachines.

4.
J Acoust Soc Am ; 141(5): 3364, 2017 05.
Article in English | MEDLINE | ID: mdl-28599556

ABSTRACT

This work presents an acoustofluidic device for manipulating coated microbubbles, designed for the simultaneous use of optical and acoustical tweezers. A comprehensive characterization of the acoustic pressure in the device is presented, obtained by the synergic use of different techniques in the range of acoustic frequencies where visual observations showed aggregation of polymer-coated microbubbles. In absence of bubbles, the combined use of laser vibrometry and finite element modelling supported a non-invasive measurement of the acoustic pressure and an enhanced understanding of the system resonances. Calibrated holographic optical tweezers were used for direct measurements of the acoustic forces acting on an isolated microbubble, at low driving pressures, and to confirm the spatial distribution of the acoustic field. This allowed quantitative acoustic pressure measurements by particle tracking, using polystyrene beads, and an evaluation of the related uncertainties. This process facilitated the extension of tracking to microbubbles, which have a negative acoustophoretic contrast factor, allowing acoustic force measurements on bubbles at higher pressures than optical tweezers, highlighting four peaks in the acoustic response of the device. Results and methodologies are relevant to acoustofluidic applications requiring a precise characterization of the acoustic field and, in general, to biomedical applications with microbubbles or deformable particles.

5.
Nano Lett ; 16(7): 4181-8, 2016 07 13.
Article in English | MEDLINE | ID: mdl-27280642

ABSTRACT

We measure, by photonic torque microscopy, the nonconservative rotational motion arising from the transverse components of the radiation pressure on optically trapped, ultrathin silicon nanowires. Unlike spherical particles, we find that nonconservative effects have a significant influence on the nanowire dynamics in the trap. We show that the extreme shape of the trapped nanowires yields a transverse component of the radiation pressure that results in an orbital rotation of the nanowire about the trap axis. We study the resulting motion as a function of optical power and nanowire length, discussing its size-scaling behavior. These shape-dependent nonconservative effects have implications for optical force calibration and optomechanics with levitated nonspherical particles.

6.
Blood Cells Mol Dis ; 56(1): 53-61, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26603725

ABSTRACT

Microvascular circulation plays a vital role in regulating physiological functions, such as vascular resistance, and maintaining organ health. Pathologies such as hypertension, diabetes, or hematologic diseases affect the microcirculation posing a significant risk to human health. The retinal vasculature provides a unique window for non-invasive visualisation of the human circulation in vivo and retinal vascular image analysis has been established to predict the development of both clinical and subclinical cardiovascular, metabolic, renal and retinal disease in epidemiologic studies. Blood viscosity which was otherwise thought to play a negligible role in determining blood flow based on Poiseuille's law up to the 1970s has now been shown to play an equally if not a more important role in controlling microcirculation and quantifying blood flow. Understanding the hemodynamics/rheology of the microcirculation and its changes in diseased states remains a challenging task; this is due to the particulate nature of blood, the mechanical properties of the cells (such as deformability and aggregability) and the complex architecture of the microvasculature. In our review, we have tried to postulate a possible role of red blood cell (RBC) biomechanical properties and laid down future framework for research related to hemorrheological aspects of blood in patients with retinal vascular disorders.


Subject(s)
Erythrocytes/pathology , Hemorheology , Retina/pathology , Retinal Diseases/pathology , Retinal Vessels/pathology , Vascular Diseases/pathology , Animals , Erythrocyte Deformability , Humans , Retinal Diseases/blood , Retinal Diseases/physiopathology , Retinal Vessels/physiopathology , Vascular Diseases/blood , Vascular Diseases/physiopathology
7.
Opt Lett ; 41(21): 4935-4938, 2016 Nov 01.
Article in English | MEDLINE | ID: mdl-27805654

ABSTRACT

In this Letter, we demonstrate the formation of a stable two-dimensional lattice of colloidal particles in the interference pattern formed by four evanescent optical fields at a dielectric interface. The microspheres are observed to form a two-dimensional square lattice with lattice vectors inclined relative to the beam propagation directions. We use digital video microscopy and particle tracking to measure the Brownian motion of particles bound in the lattice, and use this to characterize fluctuations in the local ordering of particles using the bond orientational order parameter, the probability distribution of which is shown to be a chi-squared distribution. An explanation for the form of this distribution is presented in terms of fluctuations of the modes of a ring of particles connected by springs.

8.
Opt Express ; 23(8): 9917-23, 2015 Apr 20.
Article in English | MEDLINE | ID: mdl-25969033

ABSTRACT

The year 2015 is an auspicious year for optical science, as it is being celebrated as the International Year of Light and Light-Based Technologies. This Focus Issue of the journals Optics Express and Journal of the Optical Society of America B has been organized by the OSA Technical Group on Optical Cooling and Trapping to mark this occasion, and to highlight the most recent and exciting developments in the topics covered by the group. Together this joint Focus Issue features 32 papers, including both experimental and theoretical works, which span this wide range of activities.

9.
Opt Lett ; 40(17): 4042-5, 2015 Sep 01.
Article in English | MEDLINE | ID: mdl-26368707

ABSTRACT

In this Letter, we demonstrate stable optical binding of spherical microparticles in counter-propagating evanescent optical fields formed by total reflection at a dielectric interface. The microspheres are observed to form one-dimensional chains oriented parallel to the direction of propagation of the beams. We characterize the strength of the optical binding interaction by measuring the extent of Brownian position fluctuations of the optically bound microspheres and relating this to a binding spring constant acting between adjacent particles. A stronger binding interaction is observed for particles near the middle of the chain, and the dependence of the binding strength on incident laser power and number of particles in the chain is determined.

10.
J Pathol ; 234(3): 296-301, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25046364

ABSTRACT

Developments in lineage tracing in mouse models have revealed how stem cells maintain normal squamous and glandular epithelia. Here we review recent quantitative studies tracing the fate of individual mutant stem cells which have uncovered how common oncogenic mutations alter cell behaviour, creating clones with a growth advantage that may persist long term. In the intestine this occurs by a mutant clone colonizing an entire crypt, whilst in the squamous oesophagus blocking differentiation creates clones that expand to colonize large areas of epithelium, a phenomenon known as field change. We consider the implications of these findings for early cancer evolution and the cancer stem cell hypothesis, and the prospects of targeted cancer prevention by purging mutant clones from normal-appearing epithelia.


Subject(s)
Carcinogenesis/pathology , Epithelium/pathology , Mutation , Neoplasms, Glandular and Epithelial/pathology , Neoplastic Stem Cells/pathology , Animals , Carcinogenesis/genetics , Clone Cells/pathology , Neoplasms, Glandular and Epithelial/genetics
11.
Bioessays ; 35(5): 443-51, 2013 May.
Article in English | MEDLINE | ID: mdl-23463676

ABSTRACT

It has recently been shown that stem and progenitor cells undergo population self-renewal to maintain epithelial homeostasis. The fate of individual cells is stochastic but the production of proliferating and differentiating cells is balanced across the population. This new paradigm, originating in mouse epidermis and since extended to mouse oesophagus and mouse and Drosophila intestine, is in contrast to the long held model of epithelial maintenance by exclusively asymmetric division of stem cells. Recent lineage tracing studies have now shown that wound responses vary between tissues, and that a stem cell reserve is not essential as cycling progenitors and even differentiating cells contribute to regeneration.


Subject(s)
Drosophila melanogaster/cytology , Epidermal Cells , Epithelial Cells/cytology , Esophagus/cytology , Intestines/cytology , Stem Cells/cytology , Animals , Cell Differentiation , Cell Lineage , Cell Tracking/methods , Drosophila melanogaster/physiology , Epidermis/physiology , Epithelial Cells/physiology , Esophagus/physiology , Homeostasis , Intestines/physiology , Mice , Stem Cells/physiology , Wound Healing/physiology
12.
Semin Cell Dev Biol ; 23(8): 884-9, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22981943

ABSTRACT

In all tissues the balance of cell proliferation and differentiation needs to be tuned to match the varying requirements of embryonic development and adult life. This is well illustrated by the interfollicular epidermis (IFE), which undergoes expansion and remodeling in utero, significant post natal growth and is then maintained in homeostasis. In addition to sustaining a high daily turnover of cells, the epidermis is able to re-populate areas of tissue damage due to common environmental stresses such as wounding. Here recent insights into proliferating cell behavior in IFE and how this changes through development and into adulthood are discussed.


Subject(s)
Aging , Epidermal Cells , Animals , Epidermis/growth & development , Humans , Stem Cells/cytology , Sweat Glands/cytology
13.
J Gen Virol ; 95(Pt 11): 2450-2461, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25053563

ABSTRACT

Bone marrow stromal antigen 2 (BST-2; also known as tetherin or CD317) is an IFN-inducible gene that functions to block the release of a range of nascent enveloped virions from infected host cells. However, the role of BST-2 in viral pathogenesis remains poorly understood. BST-2 plays a multifaceted role in innate immunity, as it hinders retroviral infection and possibly promotes infection with some rhabdo- and orthomyxoviruses. This paradoxical role has probably hindered exploration of BST-2 antiviral function in vivo. We reported previously that BST-2 tethers Chikungunya virus (CHIKV)-like particles on the cell plasma membrane. To explore the role of BST-2 in CHIKV replication and host protection, we utilized CHIKV strain 181/25 to examine early events during CHIKV infection in a BST-2(-/-) mouse model. We observed an interesting dichotomy between WT and BST-2(-/-) mice. BST-2 deficiency increased inoculation site viral load, culminating in higher systemic viraemia and increased lymphoid tissues tropism. A suppressed inflammatory innate response demonstrated by impaired expression of IFN-α, IFN-γ and CD40 ligand was observed in BST-2(-/-) mice compared with the WT controls. These findings suggested that, in part, BST-2 protects lymphoid tissues from CHIKV infection and regulates CHIKV-induced inflammatory response by the host.


Subject(s)
Antigens, CD/immunology , Chikungunya Fever/immunology , Chikungunya Fever/virology , Membrane Glycoproteins/immunology , Animals , Antigens, CD/genetics , Chemokines/genetics , Chikungunya Fever/genetics , Chikungunya virus/immunology , Chikungunya virus/pathogenicity , Chikungunya virus/physiology , Cytokines/genetics , Disease Models, Animal , Gene Expression , HEK293 Cells , HeLa Cells , Host-Pathogen Interactions/immunology , Humans , Immunity, Innate/genetics , Lymphoid Tissue/immunology , Lymphoid Tissue/virology , Membrane Glycoproteins/deficiency , Membrane Glycoproteins/genetics , Mice , Mice, Knockout , Viral Load , Virus Replication/immunology
14.
J Immunol ; 189(8): 4088-103, 2012 Oct 15.
Article in English | MEDLINE | ID: mdl-22972924

ABSTRACT

APOBEC3 (A3) proteins are virus-restriction factors that provide intrinsic immunity against infections by viruses like HIV-1 and mouse mammary tumor virus. A3 proteins are inducible by inflammatory stimuli, such as LPS and IFN-α, via mechanisms that are not fully defined. Using genetic and pharmacological studies on C57BL/6 mice and cells, we show that IFN-α and LPS induce A3 via different pathways, independently of each other. IFN-α positively regulates mouse APOBEC3 (mA3) mRNA expression through IFN-αR/PKC/STAT1 and negatively regulates mA3 mRNA expression via IFN-αR/MAPKs-signaling pathways. Interestingly, LPS shows some variation in its regulatory behavior. Although LPS-mediated positive regulation of mA3 mRNA occurs through TLR4/TRIF/IRF3/PKC, it negatively modulates mA3 mRNA via TLR4/MyD88/MAPK-signaling pathways. Additional studies on human peripheral blood mononuclear cells reveal that PKC differentially regulates IFN-α and LPS induction of human A3A, A3F, and A3G mRNA expression. In summary, we identified important signaling targets downstream of IFN-αR and TLR4 that mediate A3 mRNA induction by both LPS and IFN-α. Our results provide new insights into the signaling targets that could be manipulated to enhance the intracellular store of A3 and potentially enhance A3 antiviral function in the host.


Subject(s)
Cytidine Deaminase/biosynthesis , Interferon-alpha/physiology , Lipopolysaccharides/physiology , RNA, Messenger/biosynthesis , Signal Transduction/immunology , Up-Regulation/immunology , Animals , Cell Line , Cell Line, Transformed , Cytidine Deaminase/genetics , Dendritic Cells/immunology , Dendritic Cells/pathology , Dendritic Cells/virology , HIV-1/immunology , Humans , Inflammation Mediators/physiology , Intracellular Fluid/immunology , Intracellular Fluid/virology , Macrophages/immunology , Macrophages/pathology , Macrophages/virology , Mice , Mice, Inbred C57BL , Mice, Knockout , Signal Transduction/genetics , Up-Regulation/genetics
15.
Exp Cell Res ; 319(1): 103-12, 2013 Jan 01.
Article in English | MEDLINE | ID: mdl-22982728

ABSTRACT

HES6, a member of the hairy-enhancer-of-split family of transcription factors, plays multiple roles in myogenesis. It is a direct target of the myogenic transcription factor MyoD and has been shown to regulate the formation of the myotome in development, myoblast cell cycle exit and the organization of the actin cytoskeleton during terminal differentiation. Here we investigate the expression and function of HES6 in rhabdomyosarcoma, a soft tissue tumor which expresses myogenic genes but fails to differentiate into muscle. We show that HES6 is expressed at high levels in the subset of alveolar rhabdomyosarcomas expressing PAX/FOXO1 fusion genes (ARMSp). Knockdown of HES6 mRNA in the ARMSp cell line RH30 reduces proliferation and cell motility. This phenotype is rescued by expression of mouse Hes6 which is insensitive to HES6 siRNA. Furthermore, expression microarray analysis indicates that the HES6 knockdown is associated with a decrease in the levels of Transgelin, (TAGLN), a regulator of the actin cytoskeleton. Knockdown of TAGLN decreases cell motility, whilst TAGLN overexpression rescues the motility defect resulting from HES6 knockdown. These findings indicate HES6 contributes to the pathogenesis of ARMSp by enhancing both proliferation and cell motility.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/physiology , Cell Movement , Lung Neoplasms/pathology , Pulmonary Alveoli/pathology , Repressor Proteins/physiology , Rhabdomyosarcoma/pathology , Basic Helix-Loop-Helix Transcription Factors/genetics , Cell Differentiation/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation , Gene Expression Regulation, Neoplastic/physiology , Humans , Lung Neoplasms/chemistry , Lung Neoplasms/genetics , Pulmonary Alveoli/metabolism , Repressor Proteins/genetics , Rhabdomyosarcoma/chemistry , Rhabdomyosarcoma/genetics , Soft Tissue Neoplasms/chemistry , Soft Tissue Neoplasms/genetics , Soft Tissue Neoplasms/pathology , Up-Regulation/genetics
17.
Parasit Vectors ; 17(1): 29, 2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38254168

ABSTRACT

BACKGROUND: Ticks are an important driver of veterinary health care, causing irritation and sometimes infection to their hosts. We explored epidemiological and geo-referenced data from > 7 million electronic health records (EHRs) from cats and dogs collected by the Small Animal Veterinary Surveillance Network (SAVSNET) in Great Britain (GB) between 2014 and 2021 to assess the factors affecting tick attachment in an individual and at a spatiotemporal level. METHODS: EHRs in which ticks were mentioned were identified by text mining; domain experts confirmed those with ticks on the animal. Tick presence/absence records were overlaid with a spatiotemporal series of climate, environment, anthropogenic and host distribution factors to produce a spatiotemporal regression matrix. An ensemble machine learning spatiotemporal model was used to fine-tune hyperparameters for Random Forest, Gradient-boosted Trees and Generalized Linear Model regression algorithms, which were then used to produce a final ensemble meta-learner to predict the probability of tick attachment across GB at a monthly interval and averaged long-term through 2014-2021 at a spatial resolution of 1 km. Individual host factors associated with tick attachment were also assessed by conditional logistic regression on a matched case-control dataset. RESULTS: In total, 11,741 consultations were identified in which a tick was recorded. The frequency of tick records was low (0.16% EHRs), suggesting an underestimation of risk. That said, increased odds for tick attachment in cats and dogs were associated with younger adult ages, longer coat length, crossbreeds and unclassified breeds. In cats, males and entire animals had significantly increased odds of recorded tick attachment. The key variables controlling the spatiotemporal risk for tick attachment were climatic (precipitation and temperature) and vegetation type (Enhanced Vegetation Index). Suitable areas for tick attachment were predicted across GB, especially in forests and grassland areas, mainly during summer, particularly in June. CONCLUSIONS: Our results can inform targeted health messages to owners and veterinary practitioners, identifying those animals, seasons and areas of higher risk for tick attachment and allowing for more tailored prophylaxis to reduce tick burden, inappropriate parasiticide treatment and potentially TBDs in companion animals and humans. Sentinel networks like SAVSNET represent a novel complementary data source to improve our understanding of tick attachment risk for companion animals and as a proxy of risk to humans.


Subject(s)
Algorithms , Pets , Adult , Humans , Male , Cats , Animals , Dogs , Female , United Kingdom/epidemiology , Risk Factors , Spatio-Temporal Analysis
18.
Nature ; 446(7132): 185-9, 2007 Mar 08.
Article in English | MEDLINE | ID: mdl-17330052

ABSTRACT

According to the current model of adult epidermal homeostasis, skin tissue is maintained by two discrete populations of progenitor cells: self-renewing stem cells; and their progeny, known as transit amplifying cells, which differentiate after several rounds of cell division. By making use of inducible genetic labelling, we have tracked the fate of a representative sample of progenitor cells in mouse tail epidermis at single-cell resolution in vivo at time intervals up to one year. Here we show that clone-size distributions are consistent with a new model of homeostasis involving only one type of progenitor cell. These cells are found to undergo both symmetric and asymmetric division at rates that ensure epidermal homeostasis. The results raise important questions about the potential role of stem cells on tissue maintenance in vivo.


Subject(s)
Cell Lineage , Epidermal Cells , Homeostasis , Stem Cells/cytology , Animals , Cell Differentiation , Cell Division , Clone Cells/cytology , Mice , Models, Biological
19.
Proc Natl Acad Sci U S A ; 107(1): 270-5, 2010 Jan 05.
Article in English | MEDLINE | ID: mdl-20018764

ABSTRACT

UV B (UVB) radiation induces clones of cells mutant for the p53 tumor suppressor gene in human and murine epidermis. Here we reanalyze large datasets that report the fate of clones in mice subjected to a course of UVB radiation, to uncover how p53 mutation affects epidermal progenitor cell behavior. We show that p53 mutation leads to exponential growth of clones in UV-irradiated epidermis; this finding is also consistent with the size distribution of p53 mutant clones in human epidermis. Analysis of the tail of the size distribution further reveals that the fate of individual mutant cells is stochastic. Finally, the data suggest that ending UVB exposure results in the p53 mutant cells adopting the balanced fate of wild-type cells: the loss of mutant cells is balanced by proliferation so that the population of preneoplastic cells remains constant. We conclude that preneoplastic clones do not derive from long-lived, self-renewing mutant stem cells but rather from mutant progenitors with random cell fate. It follows that ongoing, low-intensity UVB radiation will increase the number of precancerous cells dramatically compared with sporadic, higher-intensity exposure at the same cumulative dose, which may explain why nonmelanoma skin cancer incidence depends more strongly on age than on radiation dosage. Our approach may be applied to determine cell growth rates in clonally labeled material from a wide range of tissues including human samples.


Subject(s)
Cell Proliferation/radiation effects , Epidermis , Precancerous Conditions , Stem Cells/physiology , Stem Cells/radiation effects , Tumor Suppressor Protein p53/genetics , Ultraviolet Rays/adverse effects , Animals , Epidermal Cells , Epidermis/pathology , Epidermis/radiation effects , Humans , Mice , Models, Biological , Neoplasms, Radiation-Induced/pathology , Neoplasms, Radiation-Induced/physiopathology , Precancerous Conditions/genetics , Precancerous Conditions/pathology , Precancerous Conditions/physiopathology , Skin Neoplasms/pathology , Skin Neoplasms/physiopathology , Stem Cells/cytology , Stochastic Processes , Tumor Suppressor Protein p53/metabolism
20.
Commun Biol ; 6(1): 753, 2023 07 19.
Article in English | MEDLINE | ID: mdl-37468606

ABSTRACT

Highly sensitive DNA sequencing techniques have allowed the discovery of large numbers of somatic mutations in normal tissues. Some mutations confer a competitive advantage over wild-type cells, generating expanding clones that spread through the tissue. Competition between mutant clones leads to selection. This process can be considered a large scale, in vivo screen for mutations increasing cell fitness. It follows that somatic missense mutations may offer new insights into the relationship between protein structure, function and cell fitness. We present a flexible statistical method for exploring the selection of structural features in data sets of somatic mutants. We show how this approach can evidence selection of specific structural features in key drivers in aged tissues. Finally, we show how drivers may be classified as fitness-enhancing and fitness-suppressing through different patterns of mutation enrichment. This method offers a route to understanding the mechanism of protein function through in vivo mutant selection.


Subject(s)
Clonal Evolution , Proteins , Mutation , Sequence Analysis, DNA
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