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5 challenges we could solve by designing new proteins

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    I'm going to tell you about the most
    amazing machines in the world
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    and what we can now do with them.
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    Proteins,
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    some of which you see inside a cell here,
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    carry out essentially all the important
    functions in our bodies.
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    Proteins digest your food,
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    contract your muscles,
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    fire your neurons
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    and power your immune system.
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    Everything that happens in biology --
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    almost --
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    happens because of proteins.
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    Proteins are linear chains
    of building blocks called amino acids.
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    Nature uses an alphabet of 20 amino acids,
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    some of which have names
    you may have heard of.
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    In this picture, for scale,
    each bump is an atom.
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    Chemical forces between the amino acids
    cause these long stringy molecules
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    to fold up into unique,
    three-dimensional structures.
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    The folding process,
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    while it looks random,
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    is in fact very precise.
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    Each protein folds
    to its characteristic shape each time,
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    and the folding process
    takes just a fraction of a second.
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    And it's the shapes of proteins
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    which enable them to carry out
    their remarkable biological functions.
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    For example,
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    hemoglobin has a shape
    in the lungs perfectly suited
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    for binding a molecule of oxygen.
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    When hemoglobin moves to your muscle,
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    the shape changes slightly
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    and the oxygen comes out.
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    The shapes of proteins,
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    and hence their remarkable functions,
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    are completely specified by the sequence
    of amino acids in the protein chain.
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    In this picture, each letter
    on top is an amino acid.
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    Where do these sequences come from?
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    The genes in your genome
    specify the amino acid sequences
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    of your proteins.
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    Each gene encodes the amino acid
    sequence of a single protein.
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    The translation between
    these amino acid sequences
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    and the structures
    and functions of proteins
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    is known as the protein folding problem.
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    It's a very hard problem
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    because there's so many different
    shapes a protein can adopt.
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    Because of this complexity,
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    humans have only been able
    to harness the power of proteins
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    by making very small changes
    to the amino acid sequences
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    of the proteins we've found in nature.
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    This is similar to the process
    that our Stone Age ancestors used
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    to make tools and other implements
    from the sticks and stones
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    that we found in the world around us.
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    But humans did not learn to fly
    by modifying birds.
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    (Laughter)
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    Instead, scientists, inspired by birds,
    uncovered the principles of aerodynamics.
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    Engineers then used those principles
    to design custom flying machines.
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    In a similar way,
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    we've been working for a number of years
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    to uncover the fundamental
    principles of protein folding
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    and encoding those principles
    in the computer program called Rosetta.
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    We made a breakthrough in recent years.
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    We can now design completely new proteins
    from scratch on the computer.
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    Once we've designed the new protein,
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    we encode its amino acid sequence
    in a synthetic gene.
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    We have to make a synthetic gene
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    because since the protein
    is completely new,
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    there's no gene in any organism on earth
    which currently exists that encodes it.
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    Our advances in understanding
    protein folding
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    and how to design proteins,
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    coupled with the decreasing cost
    of gene synthesis
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    and the Moore's law increase
    in computing power,
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    now enable us to design
    tens of thousands of new proteins,
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    with new shapes and new functions,
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    on the computer,
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    and encode each one of those
    in a synthetic gene.
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    Once we have those synthetic genes,
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    we put them into bacteria
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    to program them to make
    these brand-new proteins.
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    We then extract the proteins
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    and determine whether they function
    as we designed them to
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    and whether they're safe.
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    It's exciting to be able
    to make new proteins,
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    because despite the diversity in nature,
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    evolution has only sampled a tiny fraction
    of the total number of proteins possible.
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    I told you that nature uses
    an alphabet of 20 amino acids,
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    and a typical protein is a chain
    of about 100 amino acids,
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    so the total number of possibilities
    is 20 times 20 times 20, 100 times,
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    which is a number on the order
    of 10 to the 130th power,
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    which is enormously more
    than the total number of proteins
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    which have existed
    since life on earth began.
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    And it's this unimaginably large space
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    we can now explore
    using computational protein design.
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    Now the proteins that exist on earth
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    evolved to solve the problems
    faced by natural evolution.
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    For example, replicating the genome.
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    But we face new challenges today.
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    We live longer, so new
    diseases are important.
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    We're heating up and polluting the planet,
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    so we face a whole host
    of ecological challenges.
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    If we had a million years to wait,
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    new proteins might evolve
    to solve those challenges.
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    But we don't have
    millions of years to wait.
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    Instead, with computational
    protein design,
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    we can design new proteins
    to address these challenges today.
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    Our audacious idea is to bring
    biology out of the Stone Age
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    through technological revolution
    in protein design.
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    We've already shown
    that we can design new proteins
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    with new shapes and functions.
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    For example, vaccines work
    by stimulating your immune system
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    to make a strong response
    against a pathogen.
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    To make better vaccines,
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    we've designed protein particles
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    to which we can fuse
    proteins from pathogens,
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    like this blue protein here,
    from the respiratory virus RSV.
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    To make vaccine candidates
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    that are literally bristling
    with the viral protein,
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    we find that such vaccine candidates
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    produce a much stronger
    immune response to the virus
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    than any previous vaccines
    that have been tested.
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    This is important because RSV
    is currently one of the leading causes
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    of infant mortality worldwide.
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    We've also designed new proteins
    to break down gluten in your stomach
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    for celiac disease
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    and other proteins to stimulate
    your immune system to fight cancer.
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    These advances are the beginning
    of the protein design revolution.
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    We've been inspired by a previous
    technological revolution:
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    the digital revolution,
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    which took place in large part
    due to advances in one place,
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    Bell Laboratories.
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    Bell Labs was a place with an open,
    collaborative environment,
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    and was able to attract top talent
    from around the world.
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    And this led to a remarkable
    string of innovations --
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    the transistor, the laser,
    satellite communication
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    and the foundations of the internet.
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    Our goal is to build
    the Bell Laboratories of protein design.
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    We are seeking to attract
    talented scientists from around the world
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    to accelerate the protein
    design revolution,
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    and we'll be focusing
    on five grand challenges.
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    First, by taking proteins from flu strains
    from around the world
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    and putting them on top
    of the designed protein particles
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    I showed you earlier,
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    we aim to make a universal flu vaccine,
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    one shot of which gives a lifetime
    of protection against the flu.
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    The ability to design --
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    (Applause)
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    The ability to design
    new vaccines on the computer
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    is important both to protect
    against natural flu epidemics
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    and, in addition, intentional
    acts of bioterrorism.
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    Second, we're going far beyond
    nature's limited alphabet
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    of just 20 amino acids
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    to design new therapeutic candidates
    for conditions such as chronic pain,
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    using an alphabet
    of thousands of amino acids.
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    Third, we're building
    advanced delivery vehicles
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    to target existing medications
    exactly where they need to go in the body.
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    For example, chemotherapy to a tumor
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    or gene therapies to the tissue
    where gene repair needs to take place.
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    Fourth, we're designing smart therapeutics
    that can do calculations within the body
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    and go far beyond current medicines,
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    which are really blunt instruments.
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    For example, to target a small
    subset of immune cells
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    responsible for an autoimmune disorder,
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    and distinguish them from the vast
    majority of healthy immune cells.
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    Finally, inspired by remarkable
    biological materials
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    such as silk, abalone shell,
    tooth and others,
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    we're designing new
    protein-based materials
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    to address challenges in energy
    and ecological issues.
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    To do all this,
    we're growing our institute.
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    We seek to attract energetic,
    talented and diverse scientists
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    from around the world,
    at all career stages,
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    to join us.
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    You can also participate
    in the protein design revolution
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    through our online
    folding and design game, "Foldit."
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    And through our distributed
    computing project, Rosetta@home,
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    which you can join from your laptop
    or your Android smartphone.
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    Making the world a better place
    through protein design is my life's work.
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    I'm so excited about
    what we can do together.
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    I hope you'll join us,
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    and thank you.
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    (Applause and cheers)
Title:
5 challenges we could solve by designing new proteins
Speaker:
David Baker
Description:

Proteins are remarkable molecular machines: they digest your food, fire your neurons, power your immune system and so much more. What if we could design new ones, with functions never before seen in nature? In this remarkable glimpse of the future, David Baker shares how his team at the Institute for Protein Design is creating entirely new proteins from scratch -- and shows how they could help us tackle five massive challenges facing humanity. (This ambitious plan is a part of the Audacious Project, TED's initiative to inspire and fund global change.)

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Video Language:
English
Team:
closed TED
Project:
TEDTalks
Duration:
10:24

English subtitles

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