Brain Repair Requires a Big Data Approach
Brain Repair Requires a Big Data Approach
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A team at the University of Toronto's Medicine by Design has combined the latest genomic technology with machine learning in a new study that sheds light on brain stem cells, providing insights that could one day help the brain heal itself.
“This research tells us more about how adult neural stem cells are formed in the brain, which is vital for developing future medical treatments for brain and nervous system injuries,” says Gary Bader, one of the authors and a professor of computer science and molecular genetics at U of T's Donnelly Centre for Cellular and Biomolecular Research.
The paper, published in a recent issue of Cell Reports, describes how stem cells in the adult brain arise from their parent cells in the developing cortex, the outer layer of the mammalian brain responsible for cognitive function.
Equipped with a powerful new technology called single-cell genomics, Bader and collaborators Freda Miller and David Kaplan, both senior scientists at the Hospital for Sick Children (SickKids) and professors at U of T’s department of molecular genetics, compared detailed molecular profiles of brain cells in the developing and adult mouse brain. This allowed them to pinpoint when during development cortical stem cells acquire their life-long identity and are set aside so they can contribute to learning, memory and tissue repair in adulthood.
Besides providing a road map for how the brain forms, the researchers believe the findings also hold clues for how to awaken stem cells to boost tissue repair.
“Many tissues in the body can repair themselves, but the brain does not do a good job of that,” says Bader. “The more we know about how stem cells help build the brain during development, the easier it will be to recruit them to fix injured brains,” he added.
If successful, this approach could lead to new treatments for acquired brain injuries and diseases such as Parkinson’s, and even reverse the effects of aging on the brain.
Researchers everywhere are racing to harness stem cells – cells that can self-renew and create specialized cells – to repair tissue damaged by disease and wear and tear. One approach is to use stem cells to grow transplant tissue in a dish. But researchers such as Bader are also looking at another option: enlisting the body’s resident stem cells to heal the tissue from within.
Bader is leading an interdisciplinary team of neuroscientists, computational experts, engineers, chemists and physicists from a dozen other labs who are combining the latest technologies in genome sequencing, data analysis and cell culture to shine new light on how the brain forms. Their project is one of 19 collaborative team projects Medicine by Design is funding as part of its mandate to accelerate regenerative medicine breakthroughs and translate them into new treatments for common diseases.
The collaborative approach appears to be bearing fruit. In just over a year since the project began, the team has collected – and made sense of – hundreds of times more data than was possible five years ago.
It was long thought the brain had no means to renew itself. That view slowly began to shift in the 1960s when newly born neurons were first spotted in adult rodent brains. But it was not until the 1990s that adult neural stem cells were discovered and shown to be the source of new cells.
However, crucial questions remain: Where do adult stem cells come from? Are they the same as the ones in embryos? And, most important, can they be coaxed to regrow parts of the brain as needed?
In a developing brain, neural stem cells divide rapidly, giving birth to cells that will become dozens of types of neurons and glia, cells that help organize and maintain neural circuits in the brain. Shortly before birth, cell production begins to lose steam, with fewer cells and fewer types of cells being born, as was revealed by the team and others. By adulthood, these processes all but grind to a halt, with only small numbers of certain types of cells being generated.
“A subset of cortical neural stem cells persist into adulthood,” says Miller. “Then they just kind of sit there and wait until they are used later on,” she says.
In the adult mouse brain, cortical stem cells can remain idle for months – a long time for mice, which live for about two years. Miller said that humans, too, have stem cells in this region throughout their lives, which can sit dormant for years.
Cell birth is orchestrated by chemical cues swapped between stem cells and their neighbors. Focusing first on mouse brains, and later on cultured human brain tissue, the Medicine by Design team plans to uncover molecules such as growth factors that tell stem cells to make neurons and glia in the hope of using them one day as medicine to boost brain repair in adults.
At the heart of the project is single-cell genomics technology, which detects RNA molecules – copies of genes that are switched on – in a way that bar codes each cell and all its RNA. This gives researchers a complete picture of which genes are switched on in thousands of individual cells within a tissue.
The technology allowed the team to pick out stem cells, which are extremely rare. With older methods, which were more suited to bulk analysis, rare cell types would often end up diluted in a jamboree of cells and consequently missed.
“Single-cell genomics has been like a revolution for developmental biologists,” says Miller. “Before, we could look at one to three genes at a time, and now, all of a sudden, we have complete genetic fingerprints for each one of these cells – it’s like a gold mine.”
Kaplan added that the identification of the genetic fingerprint of adult stem cells will enable the Medicine by Design team and others to better track these cells in the adult brain and decide how to mobilize them to repair the injured brain.
The data so far suggest that stem cells remain largely unchanged throughout development and adulthood. This finding, along with those from other labs, could mean that stem cells lose their regenerative capacity not because they become flawed over time, but because something in their environment has changed. In other words, if stem cells are the seeds of tissue renewal, then their ability to grow may depend on the soil they are in.
This article has been republished from materials provided by the University of Toronto. Note: material may have been edited for length and content. For further information, please contact the cited source.
Reference: Yuzwa, S. A., Borrett, M. J., Innes, B. T., Voronova, A., Ketela, T., Kaplan, D. R., … Miller, F. D. (2017). Developmental Emergence of Adult Neural Stem Cells as Revealed by Single-Cell Transcriptional Profiling. Cell Reports, 21(13), 3970–3986. https://doi.org/10.1016/j.celrep.2017.12.017