Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 46
Filter
Add more filters










Publication year range
1.
Biotechnol J ; 19(5): e2300734, 2024 May.
Article in English | MEDLINE | ID: mdl-38719571

ABSTRACT

Self-assembly of biological elements into biomimetic cargo carriers for targeting and delivery is a promising approach. However, it still holds practical challenges. We developed a functionalization approach of DNA origami (DO) nanostructures with neuronal growth factor (NGF) for manipulating neuronal systems. NGF bioactivity and its interactions with the neuronal system were demonstrated in vitro and in vivo models. The DO elements fabricated by molecular self-assembly have manipulated the surrounding environment through static spatially and temporally controlled presentation of ligands to the cell surface receptors. Our data showed effective bioactivity in differentiating PC12 cells in vitro. Furthermore, the DNA origami NGF (DON) affected the growth directionality and spatial capabilities of dorsal root ganglion neurons in culture by introducing a chemotaxis effect along a gradient of functionalized DO structures. Finally, we showed that these elements provide enhanced axonal regeneration in a rat sciatic nerve injury model in vivo. This study is a proof of principle for the functionality of DO in neuronal manipulation and regeneration. The approach proposed here, of an engineered platform formed out of programmable nanoscale elements constructed of DO, could be extended beyond the nervous system and revolutionize the fields of regenerative medicine, tissue engineering, and cell biology.


Subject(s)
DNA , Ganglia, Spinal , Nerve Growth Factor , Nerve Regeneration , Animals , Rats , PC12 Cells , DNA/chemistry , Ganglia, Spinal/cytology , Nerve Growth Factor/chemistry , Nerve Growth Factor/pharmacology , Nanostructures/chemistry , Neurons , Sciatic Nerve , Tissue Scaffolds/chemistry , Rats, Sprague-Dawley
2.
J Nanobiotechnology ; 22(1): 218, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38698435

ABSTRACT

Approximately 80 percent of the total RNA in cells is ribosomal RNA (rRNA), making it an abundant and inexpensive natural source of long, single-stranded nucleic acid, which could be used as raw material for the fabrication of molecular origami. In this study, we demonstrate efficient and robust construction of 2D and 3D origami nanostructures utilizing cellular rRNA as a scaffold and DNA oligonucleotide staples. We present calibrated protocols for the robust folding of contiguous shapes from one or two rRNA subunits that are efficient to allow folding using crude extracts of total RNA. We also show that RNA maintains stability within the folded structure. Lastly, we present a novel and comprehensive analysis and insights into the stability of RNA:DNA origami nanostructures and demonstrate their enhanced stability when coated with polylysine-polyethylene glycol in different temperatures, low Mg2+ concentrations, human serum, and in the presence of nucleases (DNase I or RNase H). Thus, laying the foundation for their potential implementation in emerging biomedical applications, where folding rRNA into stable structures outside and inside cells would be desired.


Subject(s)
Nanostructures , Nucleic Acid Conformation , RNA, Ribosomal , RNA, Ribosomal/chemistry , Nanostructures/chemistry , Humans , RNA Folding , DNA/chemistry , Polylysine/chemistry , Polyethylene Glycols/chemistry
3.
Nat Protoc ; 19(1): 184-206, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38030941

ABSTRACT

Wound healing is a complex physiological process involving various cell types and signaling pathways. The capability to observe the dynamics of wound repair offers valuable insights into the effects of genetic modifications, pharmaceutical interventions or other experimental manipulations on the skin-repair process. Here, we provide a comprehensive protocol for a full-thickness, excisional skin-wound-healing assay in mice, which can easily be performed by any scientist who has received an animal welfare course certificate and can be completed within ~3 h, depending on the number of animals. Crucially, we highlight the importance of considering key aspects of the assay that can dramatically contribute to the reliability and reproducibility of these experiments. We thoroughly discuss the experimental design, necessary preparations, wounding technique and analysis. In addition, we discuss the use of lineage-tracing techniques to monitor cell migration, differentiation and the contribution of different cell populations to the repair process. Overall, we explore key aspects of the skin-wound-healing assay, supplying a detailed procedure and guidelines essential for decreasing variability and obtaining reliable and reproducible results.


Subject(s)
Skin , Wound Healing , Mice , Animals , Skin/metabolism , Reproducibility of Results , Cell Differentiation , Cell Movement
4.
Nat Commun ; 14(1): 7547, 2023 Nov 20.
Article in English | MEDLINE | ID: mdl-37985759

ABSTRACT

Since adult stem cells are responsible for replenishing tissues throughout life, it is vital to understand how failure to undergo apoptosis can dictate stem cell behavior both intrinsically and non-autonomously. Here, we report that depletion of pro-apoptotic Bax protein bestows hair follicle stem cells with the capacity to eliminate viable neighboring cells by sequestration of TNFα in their membrane. This in turn induces apoptosis in "loser" cells in a contact-dependent manner. Examining the underlying mechanism, we find that Bax loss-of-function competitive phenotype is mediated by the intrinsic activation of NFκB. Notably, winner stem cells differentially respond to TNFα, owing to their elevated expression of TNFR2. Finally, we report that in vivo depletion of Bax results in an increased stem cell pool, accelerating wound-repair and de novo hair follicle regeneration. Collectively, we establish a mechanism of mammalian cell competition, which can have broad therapeutic implications for tissue regeneration and tumorigenesis.


Subject(s)
Cell Competition , Tumor Necrosis Factor-alpha , Animals , bcl-2-Associated X Protein , Wound Healing/physiology , Hair Follicle , Stem Cells , Mammals
5.
Sci Rep ; 13(1): 19567, 2023 11 10.
Article in English | MEDLINE | ID: mdl-37949918

ABSTRACT

Spatial control over the distribution of therapeutics is a highly desired feature, which could limit the side effects of many drugs. Here we describe a nanoscale agent, fabricated from a coupled polymer-DNA origami hybrid that exhibits stability in serum and slow diffusion through tissues, in a manner correlating with shape and aspect ratio. Coupling to fragments of polyethylene glycol (PEG) through polyamine electrostatic interactions resulted in marked stability of the agents in-vivo, with > 90% of the agents maintaining structural integrity 5 days following subcutaneous injection. An agent functionalized with aptamers specific for human tumor necrosis factor TNF-alpha, significantly abrogated the inflammatory response in a delayed-type hypersensitivity model in humanized TNF-alpha mice. These findings highlight polymer-DNA hybrid nanostructures as a programmable and pharmacologically viable update to mainstream technologies such as monoclonal antibodies, capable of exerting an additional layer of control across the spatial dimension of drug activity.


Subject(s)
Nanostructures , Polymers , Humans , Animals , Mice , Polymers/chemistry , Tissue Distribution , Tumor Necrosis Factor-alpha/chemistry , DNA/chemistry , Nanostructures/chemistry
6.
Sci Rep ; 12(1): 10430, 2022 06 21.
Article in English | MEDLINE | ID: mdl-35729241

ABSTRACT

Upon the development of a therapeutic, a successful response to a global pandemic relies on efficient worldwide distribution, a process constrained by our global shipping network. Most existing strategies seek to maximize the outflow of the therapeutics, hence optimizing for rapid dissemination. Here we find that this intuitive approach is, in fact, counterproductive. The reason is that by focusing strictly on the quantity of disseminated therapeutics, these strategies disregard the way in which this quantity distributes across destinations. Most crucially-they overlook the interplay of the therapeutic spreading patterns with those of the pathogens. This results in a discrepancy between supply and demand, that prohibits efficient mitigation even under optimal conditions of superfluous flow. To solve this, we design a dissemination strategy that naturally follows the predicted spreading patterns of the pathogens, optimizing not just for supply volume, but also for its congruency with the anticipated demand. Specifically, we show that epidemics spread relatively uniformly across all destinations, prompting us to introduce an equality constraint into our dissemination that prioritizes supply homogeneity. This strategy may, at times, slow down the supply rate in certain locations, however, thanks to its egalitarian nature, which mimics the flow of the pathogens, it provides a dramatic leap in overall mitigation efficiency, potentially saving more lives with orders of magnitude less resources.


Subject(s)
Epidemics , Epidemics/prevention & control , Pandemics/prevention & control
7.
Science ; 372(6539)2021 04 16.
Article in English | MEDLINE | ID: mdl-33766942

ABSTRACT

Animals in the wild are able to subsist on pathogen-infected and poisonous food and show immunity to various diseases. These may be due to their microbiota, yet we have a poor understanding of animal microbial diversity and function. We used metagenomics to analyze the gut microbiota of more than 180 species in the wild, covering diverse classes, feeding behaviors, geographies, and traits. Using de novo metagenome assembly, we constructed and functionally annotated a database of more than 5000 genomes, comprising 1209 bacterial species of which 75% are unknown. The microbial composition, diversity, and functional content exhibit associations with animal taxonomy, diet, activity, social structure, and life span. We identify the gut microbiota of wild animals as a largely untapped resource for the discovery of therapeutics and biotechnology applications.


Subject(s)
Animals, Wild/microbiology , Bacteria , Gastrointestinal Microbiome , Genome, Bacterial , Metagenome , Animals , Animals, Wild/classification , Animals, Wild/physiology , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , Bacterial Toxins/metabolism , Behavior, Animal , Biodiversity , Databases, Nucleic Acid , Diet , Ecosystem , Falkland Islands , Feces/microbiology , Host Microbial Interactions , Israel , Madagascar , Metagenomics , Peptide Hydrolases/genetics , Peptide Hydrolases/metabolism , Phylogeny , Queensland , Uganda
8.
RNA ; 26(5): 629-636, 2020 05.
Article in English | MEDLINE | ID: mdl-32115425

ABSTRACT

Long noncoding RNA molecules (lncRNAs) are estimated to account for the majority of eukaryotic genomic transcripts, and have been associated with multiple diseases in humans. However, our understanding of their structure-function relationships is scarce, with structural evidence coming mostly from indirect biochemical approaches or computational predictions. Here we describe direct visualization of the lncRNA HOTAIR (HOx Transcript AntIsense RNA) using atomic force microscopy (AFM) in nucleus-like conditions at 37°. Our observations reveal that HOTAIR has a discernible, although flexible, shape. Fast AFM scanning enabled the quantification of the motion of HOTAIR, and provided visual evidence of physical interactions with genomic DNA segments. Our report provides a biologically plausible description of the anatomy and intrinsic properties of HOTAIR, and presents a framework for studying the structural biology of lncRNAs.


Subject(s)
DNA/ultrastructure , Nucleic Acid Conformation , RNA, Long Noncoding/ultrastructure , Apoptosis/genetics , DNA/chemistry , DNA/genetics , Humans , Microscopy, Atomic Force , RNA, Long Noncoding/chemistry , RNA, Long Noncoding/genetics , Structure-Activity Relationship
9.
Commun Biol ; 3(1): 29, 2020 01 15.
Article in English | MEDLINE | ID: mdl-31941992

ABSTRACT

Drug discovery is challenged by ineffectiveness of drugs against variable and evolving diseases, and adverse effects due to poor selectivity. We describe a robust platform which potentially addresses these limitations. The platform enables rapid discovery of DNA oligonucleotides evolved in vitro for exerting specific and selective biological responses in target cells. The process operates without a priori target knowledge (mutations, biomarkers, etc). We report the discovery of oligonucleotides with direct, selective cytotoxicity towards cell lines, as well as patient-derived solid and hematological tumors. A specific oligonucleotide termed E8, induced selective apoptosis in triple-negative breast cancer (TNBC) cells. Polyethylene glycol-modified E8 exhibited favorable biodistribution in animals, persisting in tumors up to 48-hours after injection. E8 inhibited tumors by 50% within 10 days of treatment in patient-derived xenograft mice, and was effective in ex vivo organ cultures from chemotherapy-resistant TNBC patients. These findings highlight a drug discovery model which is target-tailored and on-demand.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Discovery , Oligodeoxyribonucleotides/pharmacology , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/therapeutic use , Base Sequence , Cell Line, Tumor , Cells, Cultured , Disease Models, Animal , Drug Discovery/methods , Drug Screening Assays, Antitumor , High-Throughput Nucleotide Sequencing , Humans , Mice , Models, Molecular , Molecular Conformation , Nucleic Acid Conformation , Oligodeoxyribonucleotides/chemistry , Oligodeoxyribonucleotides/therapeutic use , Structure-Activity Relationship , Tissue Distribution , Xenograft Model Antitumor Assays
10.
Sci Rep ; 9(1): 14772, 2019 10 14.
Article in English | MEDLINE | ID: mdl-31611582

ABSTRACT

The wide variety of nest architectural designs exhibited by passerine birds allowed them to diversify into a wide variety of ecological niches and terrestrial habitats. At present, very little is known about the mechanics of building these structures. Digitizing natural biological structures such as bird nests provides the opportunity to explore their structural properties and behavior under specific conditions by means of computational manipulations, simulations, and analyses. This study describes a generic algorithm for the digitization and exploration of complex interlocked bird nests, and validates it on nests built by the Dead-Sea Sparrow (Passer moabiticus) in branches of trees using stiff dry branches. This algorithm takes as input computerized tomographic scans of the nest, identifies and isolates each branch entity within the three-dimensional data, and finally extracts the characteristics of each branch. The result is a reliable three-dimensional digital model of the nest that contains a complete geometric dataset per each of its components, e.g. dimensions and contact points with neighboring components, as well as global properties, e.g. density distribution and network structure. Based on these, we were able to simulate various models of the nest construction process. Altogether, the described algorithm and possible derivatives thereof could be a valuable tool in studying the structure-function relationships of similarly complex biological objects, and may provide further insights into the potential selective mechanisms underlying historical evolution of this distinct nest form.


Subject(s)
Models, Biological , Nesting Behavior , Sparrows , Algorithms , Animals , Ecosystem , Female , Male , Sparrows/physiology
11.
Sci Rep ; 9(1): 14345, 2019 10 04.
Article in English | MEDLINE | ID: mdl-31586137

ABSTRACT

When confronted with a globally spreading epidemic, we seek efficient strategies for drug dissemination, creating a competition between supply and demand at a global scale. Propagating along similar networks, e.g., air-transportation, the spreading dynamics of the supply vs. the demand are, however, fundamentally different, with the pathogens driven by contagion dynamics, and the drugs by commodity flow. We show that these different dynamics lead to intrinsically distinct spreading patterns: while viruses spread homogeneously across all destinations, creating a concurrent global demand, commodity flow unavoidably leads to a highly uneven spread, in which selected nodes are rapidly supplied, while the majority remains deprived. Consequently, even under ideal conditions of extreme production and shipping capacities, due to the inherent heterogeneity of network-based commodity flow, efficient mitigation becomes practically unattainable, as homogeneous demand is met by highly heterogeneous supply. Therefore, we propose here a decentralized mitigation strategy, based on local production and dissemination of therapeutics, that, in effect, bypasses the existing distribution networks. Such decentralization is enabled thanks to the recent development of digitizable therapeutics, based on, e.g., short DNA sequences or printable chemical compounds, that can be distributed as digital sequence files and synthesized on location via DNA/3D printing technology. We test our decentralized mitigation under extremely challenging conditions, such as suppressed local production rates or low therapeutic efficacy, and find that thanks to its homogeneous nature, it consistently outperforms the centralized alternative, saving many more lives with significantly less resources.


Subject(s)
Disease Transmission, Infectious/prevention & control , Drug Compounding/methods , Global Health , Pandemics/prevention & control , Pharmaceutical Preparations/supply & distribution , Bioprinting , DNA , Humans , Printing, Three-Dimensional , Risk Evaluation and Mitigation
12.
Comput Biol Chem ; 83: 107122, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31563020

ABSTRACT

The Monty Hall problem is a decision problem with an answer that is surprisingly counter-intuitive yet provably correct. Here we simulate and prove this decision in a high-throughput DNA sequencing machine, using a simple encoding. All possible scenarios are represented by DNA oligonucleotides, and gameplay decisions are implemented by sequencing these oligonucleotides from specific positions, with a single run simulating more than 12,000,000 independent games. This work highlights high-throughput DNA sequencing as a new tool that could extend existing capabilities and enable new encoding schemes for problems in DNA computing.


Subject(s)
Computers, Molecular , High-Throughput Nucleotide Sequencing , Problem Solving , Humans , Sequence Analysis, DNA
13.
Artif Life ; 25(3): 227-231, 2019.
Article in English | MEDLINE | ID: mdl-31397602

ABSTRACT

Multi-agent systems demonstrate the ability to collectively perform complex tasks (e.g., construction, search, and locomotion) with greater speed, efficiency, or effectiveness than could a single agent alone. Direct and indirect coordination methods allow agents to collaborate to share information and adapt their activity to fit dynamic situations. A well-studied example is quorum sensing (QS), a mechanism allowing bacterial communities to coordinate and optimize various phenotypes in response to population density. Here we implement, for the first time, bio-inspired QS in robots fabricated from DNA origami, which communicate by transmitting and receiving diffusing signals. The mechanism we describe includes features such as programmable response thresholds and quorum quenching, and is capable of being triggered by proximity of a specific target cell. Nanoscale robots with swarm intelligence could carry out tasks that have been so far unachievable in diverse fields such as industry, manufacturing, and medicine.


Subject(s)
Nanotechnology , Quorum Sensing , Robotics , DNA , Matrix Metalloproteinase 2 , Nanostructures , Platelet-Derived Growth Factor
14.
Comput Intell Neurosci ; 2019: 9684140, 2019.
Article in English | MEDLINE | ID: mdl-31281341

ABSTRACT

The capacity and reliability of biological memory could be exceeded by a constantly growing flux of information to remember and operate by. Yet, our memory is fragile and could be easily impaired, and the prevalence of memory disorders is increasing in correlation with the population's mean age. As expected, auxiliary memory devices (such as writing pads and computers) are abundant but are operated indirectly using significant effort compared with biological memory. We report a working prototype of a simplified, 4 KB random-access memory (RAM) that can be written to or read from using thought and could be embedded more seamlessly than other artificial memory aids. The system analyses EEG signals to extract attention levels, which trained subjects can use to write messages into an RFID sticker, or read from it on a display. We describe basic modes of using memory by a single subject, emulate common forms of social communication using this system, and highlight new forms of social usage and allocation of memories that are linked to specific persons. This preliminary prototype highlights the technical feasibility and the possibilities of implantable thought-operated memory devices and could be developed further to provide seamless aid to people suffering from memory disorders in the near future.


Subject(s)
Attention/physiology , Memory/physiology , Software , Adolescent , Adult , Communication , Computers , Female , Humans , Male , Reproducibility of Results , Young Adult
15.
Sci Rep ; 9(1): 4792, 2019 03 18.
Article in English | MEDLINE | ID: mdl-30886230

ABSTRACT

Materials and construction methods of nests vary between bird species and at present, very little is known about the relationships between architecture and function in these structures. This study combines computational and experimental techniques to study the structural biology of nests fabricated by the edible nest swiftlet Aerodramus fuciphagus on vertical rock walls using threaded saliva. Utilizing its own saliva as a construction material allows the swiftlets full control over the structural features at a very high resolution in a process similar to additive manufacturing. It was hypothesized that the mechanical properties would vary between the structural regions of the nest (i.e. anchoring to the wall, center of the cup, and rim) mainly by means of architecture to offer structural support and bear the natural loads of birds and eggs. We generated numerical models of swiftlet nests from µCT scans based on collected swiftlet nests, which we loaded with a force of birds and eggs. This was done in order to study and assess the stress distribution that characterizes the specific nest's architecture, evaluate its strength and weak points if any, as well as to understand the rationale and benefits that underlie this natural structure. We show that macro- and micro-scale structural patterns are identical in all nests, suggesting that their construction is governed by specific design principles. The nests' response to applied loads of birds and eggs in finite element simulations suggests a mechanical overdesign strategy, which ensures the stresses experienced by its components in any loading scenario are actively minimized to be significantly smaller than the tensile fracture strength of the nests' material. These findings highlight mechanical overdesign as a biological strategy for resilient, single-material constructions designed to protect eggs and hatchlings.


Subject(s)
Birds/physiology , Nesting Behavior , Animals , Saliva/chemistry , Stress, Mechanical
16.
Artif Life ; 23(3): 343-350, 2017.
Article in English | MEDLINE | ID: mdl-28786728

ABSTRACT

Asimov's three laws of robotics, which were shaped in the literary work of Isaac Asimov (1920-1992) and others, define a crucial code of behavior that fictional autonomous robots must obey as a condition for their integration into human society. While, general implementation of these laws in robots is widely considered impractical, limited-scope versions have been demonstrated and have proven useful in spurring scientific debate on aspects of safety and autonomy in robots and intelligent systems. In this work, we use Asimov's laws to examine these notions in molecular robots fabricated from DNA origami. We successfully programmed these robots to obey, by means of interactions between individual robots in a large population, an appropriately scoped variant of Asimov's laws, and even emulate the key scenario from Asimov's story "Runaround," in which a fictional robot gets into trouble despite adhering to the laws. Our findings show that abstract, complex notions can be encoded and implemented at the molecular scale, when we understand robots on this scale on the basis of their interactions.


Subject(s)
Computational Biology , Robotics/instrumentation
17.
Sci Rep ; 7(1): 8528, 2017 08 17.
Article in English | MEDLINE | ID: mdl-28819314

ABSTRACT

Living organisms constantly maintain their structural and biochemical integrity by the critical means of response, healing, and regeneration. Inanimate objects, on the other hand, are axiomatically considered incapable of responding to damage and healing it, leading to the profound negative environmental impact of their continuous manufacturing and trashing. Objects with such biological properties would be a significant step towards sustainable technology. In this work we present a feasible strategy for driving regeneration in fabric by means of integration with a bacterial biofilm to obtain a symbiotic-like hybrid - the fabric provides structural framework to the biofilm and supports its growth, whereas the biofilm responds to mechanical tear by synthesizing a silk protein engineered to self-assemble upon secretion from the cells. We propose the term crossbiosis to describe this and other hybrid systems combining organism and object. Our strategy could be implemented in other systems and drive sensing of integrity and response by regeneration in other materials as well.


Subject(s)
Bacteria/growth & development , Bacteria/metabolism , Biofilms/growth & development , Fibroins/metabolism , Stress, Mechanical , Textiles/microbiology , Tissue Scaffolds/microbiology , Tissue Scaffolds/chemistry
18.
Sci Rep ; 7(1): 5922, 2017 07 19.
Article in English | MEDLINE | ID: mdl-28725048

ABSTRACT

Eosinophils and their associated cytokines IL-4 and IL-5 are emerging as central orchestrators of the immune-metabolic axis. Herein, we demonstrate that cross-talk between the Ig-superfamily receptor CD300f and IL-5 is a key checkpoint that modifies the ability of eosinophils to regulate metabolic outcomes. Generation of Il5 Tg /Cd300f -/- mice revealed marked and distinct increases in eosinophil levels and their production of IL-4 in the white and brown adipose tissues. Consequently, Il5 Tg /Cd300f -/- mice had increased alternatively activated macrophage accumulation in the adipose tissue. Cd300f -/- mice displayed age-related accumulation of eosinophils and macrophages in the adipose tissue and decreased adipose tissue weight, which was associated with decreased diet-induced weight gain and insulin resistance. Notably, Il5 Tg /CD300f -/- were protected from diet-induced weight gain and glucose intolerance. These findings highlight the cross-talk between IL-5 receptor and CD300f as a novel pathway regulating adipose tissue eosinophils and offer new entry points for therapeutic intervention for obesity and its complications.


Subject(s)
Adipose Tissue/cytology , Eosinophils/metabolism , Interleukin-4/metabolism , Interleukin-5/metabolism , Receptors, Immunologic/metabolism , Animals , Endothelial Cells/metabolism , Extracellular Signal-Regulated MAP Kinases/metabolism , Glucose Intolerance/metabolism , Glucose Intolerance/pathology , Ligands , Macrophages/metabolism , Mice, Inbred C57BL , Mice, Transgenic , Phosphorylation , Proto-Oncogene Proteins c-akt/metabolism , Receptors, Interleukin-5/metabolism , Weight Gain
19.
Sci Rep ; 7(1): 4702, 2017 07 05.
Article in English | MEDLINE | ID: mdl-28680149

ABSTRACT

The recent proliferation in mobile touch-based devices paves the way for increasingly efficient, easy to use natural user interfaces (NUI). Unfortunately, touch-based NUIs might prove difficult, or even impossible to operate, in certain conditions e.g. when suffering from motor dysfunction such as Parkinson's Disease (PD). Yet, the prevalence of such devices makes them particularly suitable for acquiring motor function data, and enabling the early detection of PD symptoms and other conditions. In this work we acquired a unique database of more than 12,500 annotated NUI multi-touch gestures, collected from PD patients and healthy volunteers, that were analyzed by applying advanced shape analysis and statistical inference schemes. The proposed analysis leads to a novel detection scheme for early stages of PD. Moreover, our computational analysis revealed that young subjects may be using a 'slang' form of gesture-making to reduce effort and attention cost while maintaining meaning, whereas older subjects put an emphasis on content and precise performance.


Subject(s)
Parkinson Disease/diagnosis , Parkinson Disease/physiopathology , Touch , Adult , Aged , Aged, 80 and over , Case-Control Studies , Female , Gestures , Humans , Male , Middle Aged , Support Vector Machine , User-Computer Interface
20.
J Biol Methods ; 4(2): e70, 2017.
Article in English | MEDLINE | ID: mdl-31453228

ABSTRACT

Scanning electron microscopy (SEM) is a powerful tool for structural analysis, but it requires biological samples to undergo lengthy, chemically-complex multi-step preparation procedures, arguably altering some features in the sample. Here we report an ultra-rapid and chemical-free technique for visualizing bacterial biofilms at their native state. Our technique minimizes the time interval from culture to imaging to approximately 20 min, while producing high-resolution images that enable the detection of a variety of topographic features such as bacterial chains, and resolving cells from matrix. We analyzed images obtained from Bacillus subtilis biofilms, demonstrate the usefulness of this technique for multiple types of image analysis, and discuss its potential to be improved and adapted to other types of biological samples.

SELECTION OF CITATIONS
SEARCH DETAIL
...