BCIs and DNA Nanotechnology
-
Upload
melanie-swan -
Category
Technology
-
view
1.333 -
download
3
Transcript of BCIs and DNA Nanotechnology
April 8, 2016, Miami FLSlides: http://slideshare.net/LaBlogga
DNA Nanotechnology
Applications in Brain-Computer Interfaces (BCIs) and
NanoneurosurgeryImage credit: mashpedia.com
Melanie SwanNew School, New York NY
April 2016DNA Nanotechnology 2
About Melanie Swan Founder DIYgenomics, Institute for Blockchain
Studies, GroupPurchase New School, Singularity University Instructor, IEET
Affiliate Scholar, EDGE Contributor Education: MBA Finance, Wharton; BA
French/Economics, Georgetown Univ Work experience: Fidelity, JP Morgan, iPass,
RHK/Ovum, Arthur Andersen Sample publications:
Source: http://melanieswan.com/publications.htm
Kido T, Kawashima M, Nishino S, Swan M, Kamatani N, Butte AJ. Systematic Evaluation of Personal Genome Services for Japanese Individuals. Nature: Journal of Human Genetics 2013, 58, 734-741.
Swan, M. The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery. Big Data June 2013, 1(2): 85-99.
Swan, M. Sensor Mania! The Internet of Things, Wearable Computing, Objective Metrics, and the Quantified Self 2.0. J Sens Actuator Netw 2012, 1(3), 217-253. Swan, M. Health 2050: The Realization of Personalized Medicine through Crowdsourcing, the Quantified Self, and the Participatory Biocitizen. J Pers Med 2012, 2(3), 93-118.
Swan, M. Steady advance of stem cell therapies. Rejuvenation Res 2011, Dec;14(6):699-704. Swan, M. Multigenic Condition Risk Assessment in Direct-to-Consumer Genomic Services. Genet Med 2010,
May;12(5):279-88.
April 2016DNA Nanotechnology
Thesis
3
DNA Nanotechnology is uniquely suited to advance the development of Brain-Computer
Interfaces (BCIs) and aid in Nanoneurosurgery
April 2016DNA Nanotechnology
BCI market estimated at $1.7 billion in 2022 Brain-Computer Interface (BCI) market estimated to grow
to USD $1.7 billion by 2022 (doubling in 7 years)
Sample Vendors: Emotiv System, Mind Solutions Corp., Puzzlebox, Natus Medical, Interactive Productline, Compumedics Ltd., Neuroelectrics
4Source: http://www.medgadget.com/2016/03/brain-computer-interface-bci-market-is-expected-to-grow-owing-to-its-increasing-demand-in-healthcare-industry-till-2022-grand-view-research-inc.html, http://www.grandviewresearch.com/industry-analysis/brain-computer-interfaces-market
Global brain computer interface market, by application, 2012-2022 (USD Million) – Grand View Research
April 2016DNA Nanotechnology
What is a Brain-computer Interface (BCI)? A brain-computer interface (BCI), brain-
machine interface (BMI), or neural prosthesis is any technology linking the human brain to a computer A computational system implanted in the brain that
allows a person to control a computer using only brainwaves; e.g.; electrical signals from the brain
5
April 2016DNA Nanotechnology
How does a BCI work? Wearer type characters onto a
computer screen as… …the BCI registers the
electrical output of the brain when the eyes are focused on a particular place on the computer screen On the "q" in a matrix of on-
screen letters for example, to produce "q" to appear as output on the monitor
6
April 2016DNA Nanotechnology
BCIs: Non-Invasive, Semi-Invasive, Invasive
7Source: http://www.slideshare.net/ajaygeorge91/bci-ppt
Signal capture at multiple levels, external and internal
April 2016DNA Nanotechnology
BCIs in Practical Use Repair human cognitive and sensory-
motor function Cochlear implants: a small computer
chip is substituted for damaged inner ear control organs, sound waves transformed into brain-interpretable electrical signals Over 70,000 US (219,000 global); 50% in
children (2010) Vision restoration: implantable systems
transmit visual information to the brain
8Source: http://www.asha.org/public/hearing/Cochlear-Implant-Frequently-Asked-Questions/
April 2016DNA Nanotechnology
Two-way BCIs: Input/Output
9Source: R.A. Miranda et al. / Journal of Neuroscience Methods 244 (2015) 52–67
Input channels use electrical brain stimulation to deliver signals to the brain
Output channels collect the action potentials of single neuron spikes or scalp electrical signals into commands that move robot arms, wheelchairs, and cursors
April 2016DNA Nanotechnology
Areas of BCI Advancement needed DNA Nanotechnology can help …
Improved implantable components Bioengineered multi-electrode sensing arrays Biocompatible electrodes and arrays Miniaturized actuators, components
Improved signal detection Neural spike train signals (action potentials) Conductive gels
Novel cortical delivery approaches Nanodevices
10Source: http://www.wtec.org/bci/
April 2016DNA Nanotechnology
BCI Applications of DNA Nanotechnology Pathology Resolution
Improve control of neuro-prosthetics and prosthetic limbs
Smooth the irregular neural electrical activity in epilepsy, Parkinson’s Disease
Amplify neuronal signaling in neurodegenerative disease
Environmental Support Maintain healthy conductive
environment Neuronal repair Activate neuronal arrays (optogenetics)
11
April 2016DNA Nanotechnology 12
DNA Nanotechnology Using DNA as a construction
material; nanoscale building blocks Specificity of the interactions between
complementary base pairs make DNA a useful construction material
DNA ladder framework Self-assembles, known properties,
predictable shapes Ready availability raw nucleic acids
Dynamically reprogrammable DNA, RNA, peptides
Use DNA as a building block to self-assemble structures in vivo
April 2016DNA Nanotechnology
Core DNA Nanotechnology Components
13
Holliday Junction Sticky Ends
DNA Lattice
Sources: Shrishaila, DNA Nanotechnology seminar
April 2016DNA Nanotechnology
Core DNA Nanotechnology Components
14
DNA WalkerNano-sized Lock Box
(drug delivery)
DNA origami is the nanoscale folding of DNA to create non-arbitrary two- and three-dimensional shapes at the nanoscale.
DNA Origami
April 2016DNA Nanotechnology
Top 8 DNA Nanotechnology Advances for BCIs Method: select advances representative of larger field Sources: FNANO industry conference, PubMed searches,
high-profile DNA nanotechnology labs (NYU, Caltech, Harvard, Stanford, Univ of Manchester)
15
April 2016DNA Nanotechnology
1. Blood clot dissolution2. Microneedle array diagnostics/delivery3. Hydrogel cellular delivery4. Molecular robot for positional
nanoassembly5. Nanotechnology-guided neural
regeneration6. DNA Nanobots in first human trial 7. Graphene electrode-neuron interface8. Nanobots cargo delivery in mouse
16
Neocortical Neurogenesis in Mammalslafayette.edu
Top 8 DNA Nanotechnology Advances for BCIs
April 2016DNA Nanotechnology
DNA Nanotechnology Killer App Blood Clot Dissolution Problem: dissolve life-threatening blood clots in stroke Novel nanotherapeutic for clearing obstructed blood
vessels: biodegradable nanoparticle aggregate coated with tissue plasminogen activator (tPA) (clot-busting drug)
17Sources: Marosfoi, et al (2015) Shear-Activated Nanoparticle Aggregates Combined With Temporary Endovascular Bypass to Treat Large Vessel Occlusion
Donald Ingber, Wyss Institute and Ajay Wakhloo, U Mass
April 2016DNA Nanotechnology
DNA Nanotechnology Killer App Blood Clot Dissolution Novel approach for complete
vascular blockages where there is no blood flow (the usual case for stroke)
The nanotherapeutic reacts to fluid shear force, releasing tPA-coated nanoparticles in narrowed regions where vessels are occluded, binding to the blood clot and dissolving it
Application: less-invasive alternative to existing method (stent-retriever thrombectomy procedure)
18Sources: Marosfoi, et al (2015) Shear-Activated Nanoparticle Aggregates Combined With Temporary Endovascular Bypass to Treat Large Vessel Occlusion
Donald Ingber, Wyss Institute and Ajay Wakhloo, U Mass
April 2016DNA Nanotechnology
DNA Nanotechnology Killer App Microneedle Array Diagnostic/Delivery
19
Problem: less-invasive diagnostic/delivery Implantable microneedle array mimics
normal arachnoid granulations surrounding the brain and spinal cord
Microfabricated arachnoid granulations punctured through dura mater membrane in the brain to provide a conduit for cerebrospinal fluid flow (porcine tests)
Application: hydrocephalus treatment Communicating Hydrocephalus caused by
deficient arachnoid granulation valves that poorly regulate cerebrospinal fluid flow
Sources: Oh et al, A novel microneedle array for the treatment of hydrocephalus, 2015.
Jonghyun Oh, Chonbuk National University, Korea and Tim Medina, Drexel University
April 2016DNA Nanotechnology
Microchanneled hydrogel
20
DNA Nanotechnology Killer AppHydrogel Cellular Delivery
Sources: Kim et al, Artificially Engineered Protein Hydrogels Adapted from the Nucleoporin Nsp1 for Selective Biomolecular Transport, 2015.; https://www.cce.caltech.edu/content/chemical-engineering-seminar-126, Lee et al, A bio-inspired, microchanneled hydrogel, 2015.
Problem: selective permeability of the hydrogel-coated lipid bilayer
Artificially-engineered protein hydrogels Nucleosporin-like polypeptide hydrogels mimic
nucleosporin to access the nucleus Tunable mechanical and transport properties
Microchanneled hydrogel scaffolding ability to control spatial organization of biomolecules in a 3D matrix
Application: selective biomolecular transport, transport protein cargo, molecular separation
Katharina Ribbeck, Biological Engineering, MIT
April 2016DNA Nanotechnology 21
DNA Nanotechnology Killer App Molecular Robot for Positional Nanoassembly
Sources: Kaszemm et al, Pick-up, transport and release of a molecular cargo using a small-molecule robotic arm, 2016. http://www.nature.com/nchem/journal/v8/n2/pdf/nchem.2410.pdf.
Problem: Small-molecule transport and assembly
Artificial robotic arm transports molecular cargo by inducing conformational and configurational changes
Results: 79–85% of 3-mercaptopropanehydrazide molecules transported between platform sites without cargo dissociation
Application: reposition single molecules; atom-length scale positioning
David Leigh, University of Manchester, http://www.catenane.net
April 2016DNA Nanotechnology
DNA Nanotechnology Killer App Nanotechnology-guided Neural Regeneration Problem: directed neural stem cell
differentiation into neurons and oligodendrocytes
Nanoparticle-based system to deliver nanomolecules to the microenvironment to modulate cell surface chemistry Surface properties influence changes in cell
adhesion, shape, and spreading Nanoscaffolds enhance gene delivery,
facilitate axonal alignment Application: regenerate damaged nerve
tissue
22Sources: Shah et al, Nanotechnology-Based Approaches for Guiding Neural Regeneration, 2016.
Shreyas Shah, Rutgers and Physiological Communications, Bell Labs
April 2016DNA Nanotechnology
DNA Nanotechnology Killer App DNA Nanobots in First Human Trial
23Sources: Amir et al, Folding and Characterization of a Bio-responsive Robot from DNA Origami, 2015. Hachmon et al, A Non-Newtonian Fluid Robot, 2016. http://nextbigfuture.com/2015/05/pfizer-partnering-with-ido-bachelet-on.html
Problem: Targeted cancer treatment less destructive than chemo and radiation
DNA Nanobots: single strand DNA folded into clamshell shaped box
Clamshell contains existing cancer drugs Protective box has two states
Closed during targeted transport Open to disgorge cancer drug to expose
cancerous cells Application: targeted drug delivery
Ido Bachelet, Bar-Ilan University and Pfizer
April 2016DNA Nanotechnology 24
DNA Nanotechnology Killer App Graphene Electrode-Neuron Interface
Sources: Fabbro et al, Graphene-Based Interfaces Do Not Alter Target Nerve Cells, 2016. http://www.gizmag.com/graphene-electrode-brain-disorders/41591/
Problem: Effective implantable electrode materials to interface with human neurons
Created direct graphene-to-neuron interface where neurons retained signaling properties (rat brain culture)
Improvement over currently implanted electrodes (tungsten and silicon) which have scar tissue and high disconnection rate per stiff materials; pure graphene is flexible, non-toxic
Application: restore lost sensory function
Laura Ballerini, University of Trieste; Andrea Ferrari, Cambridge University
April 2016DNA Nanotechnology 25
DNA Nanotechnology Killer App Nanobots Cargo Delivery in Live Mouse Problem: Wider range of targeted
in vivo delivery methods Nanobot micromotors delivered
first medical payload in living creature (mouse stomach tissue)
Sources: Gao, Artificial Micromotors in the Mouse's Stomach, 2015. http://pubs.acs.org/doi/ipdf/10.1021/nn507097khttp://www.gizmag.com/nanobot-micromotors-deliver-nanoparticles-living-creature/35700/?li_source=LI&li_medium=default-widget
Joseph Wang, Nanoengineering, UCSD
Zinc-coated synthetic micromotors used stomach acid-driven propulsion to install themselves in the stomach wall
Micromotor bodies dissolved in gastric acid, releasing cargo, leaving nothing toxic behind
Application: Autonomous delivery and release of therapeutic payloads in vivo, cell manipulation
April 2016DNA Nanotechnology
Approaching overlap in DNA Nanotechnology and Neuronanosurgery
Imaging (quantum dot) Drug delivery (nanoparticles) Treatment and Intervention Diagnostics Remediation (clean-up) Research, simulation, test Animal models Prepare the surgical
environment
26
Lumbar Puncture Burr Hole (Craniotomy) Blood clot removal Spinal fluid check Subdural hematoma drain
Available Applications:DNA Nanotechnology
Needed Applications:Nueronanosurgery
April 2016DNA Nanotechnology
Neuroscience Procedures
61% Spinal Surgery23% Cranial12% Peripheral Nerve 4% Miscellaneous
27Sources: http://www.medscape.com/viewarticle/515636_3, Menken, The workload of neurosurgeons, 1991.
66% Lumbosacral32% Cervical12% Thoracic
Procedures 83% minor: spinal puncture, myelography, arteriography17% major: laminectomy, discectomy, craniotomy
April 2016DNA Nanotechnology
Neuroscience Procedures
28Sources: Menken, The workload of neurosurgeons, 1991.
April 2016DNA Nanotechnology
Progression and Phased Transition
29Sources: Swan, M. Cognitive Applications of Blockchain Technology. Cognitive Science 2015.Hildt, DNA Nanotechnology, 2013
Highly Invasive
Lumbar PunctureBurr Hole (Craniotomy)
Somewhat Invasive
Microneedle ArrayMicrofluidics
Minimally Invasive
DNA Nanotechnology Diagnostics
Current Methods Nanotechnology Methods
Cost: $3000/per
April 2016DNA Nanotechnology
Conclusions DNA nanotechnology: specifiable
building block for building in-vivo structures Pathology resolution: blood clot
dissolution Diagnostics and drug delivery:
microneedle array, hydrogel, nanorobot drug delivery
In situ molecular construction: positional nanoassembly, nano-guided neural regeneration, electrode component construction and repair
30
April 2016DNA Nanotechnology
Future Applications DNA nanotechnology might
provide requisite functionality in the design of next-generation BCIs Using self-assembling DNA
nanotechnology to create new forms of BCIs that are less invasive than current computer chip-based hardware solutions
Deploying DNA nanotechnology in high-resolution neocortical recording devices where synthetic molecules would assemble a DNA signature every time a neuron was fired
31
April 2016DNA Nanotechnology
Philosophy of BCIs and DNA Nanotechnology BCIs: external aid or human and machine in
integrated synthesis and collaboration? What do BCIs mean for what it is to be human?
Fundamentally not just human + tech tool 24-7 connectivity means human cognitive processing
continuously linked to the Internet and other minds What is it if the human cannot not be online?
Unavoidable bifurcation into different gradations of improved and unimproved humans? (those not augmenting with BCIs)
BCI aesthetics inhibit adoption; need ‘Apple design’ uplift to make BCIs beautiful
32
April 2016DNA Nanotechnology
Thesis
33
DNA Nanotechnology is uniquely suited to advance the development of Brain-Computer
Interfaces (BCIs) and aid in Nanoneurosurgery
April 8, 2016, Miami FLSlides: http://slideshare.net/LaBlogga
Image credit: mashpedia.com
Melanie SwanNew School, New York NY
Thank you!
DNA Nanotechnology
Applications in Brain-Computer Interfaces (BCIs) and
Nanoneurosurgery