Thursday, 30 December 2010

The Connectome: TED Talk Summary of Sebastian Seung


Here are my notes from the TED talk of Dr. Sebastian Seung from MIT.   I recommend viewing the presentation--although about 17 minutes long it is entertaining as well as showing some great graphics of the imaging and technology
  • Your genome--your entire sequence of your DNA
  • Small differences in genome make us who we are
  • Are we more than our genes?  I would like to think so.
  • Well what am I then?   I am my connectome
  • C elegant was the worm that had the first mapping of all neuron connections
  • But human brain has 100 billion neurons--many connections between these neurons
  • Maybe our personal memories are coded in the connections
  • I propose this hypothesis:  I am my connectome--my pattern of connections between neurons
  • How do we find connectomes in the human brain?
  • Technology provides some advances in understanding these connections
  • Thin slices of mouse brain can be imaged in three dimensions
  • A three dimensional model allows for imaging synapses--connections between neurons
  • Neurotransmitters provide the chemical message connections
  • How do we move from one synapse to looking for connectomes?
  • One key challenge--who do the brains of men and women differ?
  • Our brains are like spaghetti--each piece touches many other pieces
  • The complexity of these connections make some feel the task is impossible
  • It is easy to despair at the difficulty of the task

  • Some day a fleet of microscopes will be able to see all the neuron connections 
  • Some day supercomputers will use these images to see an entire connection
  • I am working on a small piece of this challenge
  • Our connectomes change over time as we age and develop
  • Synapses are created and eliminated
  • Neurons are created and eliminated
  • What causes these changes?  
  • Some is programmed by your genome but other changes are due to environmental experiences
  • Even genetically identical twins have difference experiences and therefore different connectomes
  • Here is a metaphor for the connectome: Neural activity is the water of a stream--the connections determine the pathway of this stream
  • A connectome is like the bed of a stream guiding the water of the stream
  • However, over time the stream of water changes the river bed
  • Neural activity is the basis of thoughts, feeling and perception
  • Neural activity is the stream and the connectome is the river bed
  • Memories may be chains of connections in neurons
  • The sequence may guide specific memories, i.e. memory of a piano sonata
  • Total length of wires in the brain--I estimate millions of miles, all packed in your brain
  • In truth, we can't see the brain in enough detail to see wiring abnormalities in disease such as autism and anorexia
  • Our research has philosophical implications
  • Death is the loss of your individual neuronal connections: your connectome
  • I propose we attempt to find a connectome in a person who has died (and had brain frozen) to see if it may be still intact and provide re-creation of an individual
  • This voyage of self-discovery is not just for scientists but for all of us.
In a 2009 Neuron paper (direct link) is a more technical summary of some of the research advances in this topic.  He notes that key technique advances have included:

  • fluorescent protein labeling to mark active synapses
  • coupling electron microscopy with serial sectioning techniques
  • automated cutting and processing of brain slices
  • computer-assisted methods to speed up image analysis
Despite these advances, significant challenges remain for advancement of this field of neuroscience

Seung on Twitter: @Sebastian Seung

Seung HS (2009). Reading the book of memory: sparse sampling versus dense mapping of connectomes. Neuron, 62 (1), 17-29 PMID: 19376064

No comments:

Post a Comment