The first wiring diagram of every neuron in an adult brain and the 50 million connections between them has been produced for a fruit fly.
This landmark achievement has been conducted by a large international collaboration of scientists, called the FlyWire Consortium, including researchers from the MRC Laboratory of Molecular Biology (in Cambridge, UK), Princeton University, the University of Vermont and the University of Cambridge. It is published in a pair of papers in Nature today.
The diagram of all 139,255 neurons in the adult fly brain is the first of an entire brain for an animal that can walk and see. Previous efforts have completed the whole brain diagrams for much smaller brains, for example, for that of a fruit fly larva, which has 3,016 neurons, and a nematode worm, which has 302 neurons.
The researchers say the whole fly brain map is a key first step to completing larger brains. Since the fruit fly is a common tool in research, its brain map can be used to advance our understanding of how neural circuits work.
Dr Gregory Jefferis, from the MRC Laboratory of Molecular Biology and from the University of Cambridge, who was one of the co-leaders of the research, said: "If we want to understand how the brain works, we need a mechanistic understanding of how all the neurons fit together and let you think. For most brains we have no idea how these networks function.
"Flies can do all kinds of complicated things like walk, fly, navigate, and the males sing to the females. Brain wiring diagrams are a first step towards understanding everything we're interested in – how we control our movement, answer the telephone, or recognise a friend."
Dr Mala Murthy, from Princeton University, who was one of the co-leaders of the research, said: "We have made the entire database open and freely available to all researchers. We hope this will be transformative for neuroscientists trying to better understand how a healthy brain works. In the future we hope that it will be possible to compare what happens when things go wrong in our brains, for example in mental health conditions."
Brains are not snowflakes
The scientists found that there were substantial similarities between the wiring in this map and previous smaller-scale efforts which have mapped out parts of the fly brain. This led the researchers to conclude that there are many similarities in wiring between individual brains – that each brain isn't a unique structure like a snowflake.
When comparing their brain diagram to previous diagrams of small areas of the brain, the researchers also found that about 0.5% of neurons have developmental variations which could cause connections between neurons to be mis-wired. The researchers say this will be an important area for future research to understand if these changes are linked to individuality or brain disorders.
Making the map
A whole fly brain is less than 1 millimetre wide. The researchers started with one female brain cut into seven thousand slices, each only 40 nanometres thick, that were previously scanned using high resolution electron microscopy in the laboratory of project co-leader Davi Bock, then at Janelia Research Campus in the US.
Analysing over 100 terabytes of image data (equivalent to the storage in 100 typical laptops) to extract the shapes of about 140,000 neurons and 50 million connections between them is too big a challenge for humans to complete manually. The researchers built on AI developed at Princeton University to identify and map neurons and their connections to each other.
However, the AI still makes many errors in datasets of this size. The FlyWire Consortium – made up of teams in more than 76 laboratories and 287 researchers around the world, as well as volunteers from the general public – spent an estimated 33 person-years painstakingly proofreading all the data.
Dr Sebastian Seung, from Princeton University, who was one of the co-leaders of the research, said: "Mapping the whole brain has been made possible by advances in AI computing - it would have not been possible to reconstruct the entire wiring diagram manually. This is a display of how AI can move neuroscience forward. The fly brain is a milestone on our way to reconstructing a wiring diagram of a whole mouse brain."
The researchers also annotated many details on the wiring diagram, such as classifying more than 8,000 cell types across the brain. This also allows researchers to select particular systems within the brain for further study, such as the neurons involved in sight or movement.
