Informatics Approaches Epigenomic 鈥渕ap鈥� helps predict nerve cells鈥� ability to regenerate after injury
An Imperial-led study has provided new insights into the biological processes which determine nerve cells鈥� ability to regenerate after injury.
The study,聽, sheds new light on why nerve cells found in our peripheral nervous system can regenerate following injury, whereas those found in our central nervous system (CNS) cannot. In mapping the biological processes that turn genes 鈥渙n鈥� and 鈥渙ff鈥� (epigenetics), thereby enabling peripheral nerve cells to regenerate, the research identifies potential targets for boosting regeneration and recovery in the CNS. Using a machine learning approach, the findings also demonstrate how these specific epigenetic markers can be used to help predict regeneration following injury.
Previous research has shown that nerve cells鈥� ability to regenerate in the peripheral nervous system partly depends on the activation of gene transcription. This important process, which leads to the synthesis of new proteins, is in turn affected by the extent to which chromatin – a mass of genetic material composed of DNA and proteins 鈥� is compacted in cells. When chromatin is densely packed, genes are sealed off from聽the聽molecular mechanisms聽that聽activate the transcription process.
In this study, researchers from聽the聽聽at聽Imperial聽set out to understand the different biological processes聽that聽regulate聽chromatin compaction. The team focussed their analysis on a specific network of nerve cells known as dorsal root ganglia, which are found in both the central and peripheral nervous system. This allowed the team to compare which molecular events were,聽or were not,聽being triggered聽at聽either site following an injury to nerve cells.
The results of the study confirm that chromatin plays a crucial role in nerve cells鈥� ability to regenerate after injury. The team observed that, following injury in the peripheral nervous system, chromatin is 鈥渙pen鈥� and allows gene transcription to take place, which subsequently leads to regeneration. Conversely, in the CNS, chromatin is in a 鈥渓ocked鈥� state after injury. The researchers found that this difference was underpinned by the presence of specific epigenomic 鈥渇lags鈥�, which could be seen in the chromatin of nerve cells following injury to the peripheral nervous system, making it less compact. By contrast, these flags were missing in nerve cells observed in the CNS after injury. The team also developed machine-learning algorithms which demonstrated that the epigenetic markers聽go some way to聽predict changes in gene expression following nerve cell injury and, in turn, the nerve cells’ ability to regenerate.
Commenting on the wider implications of the study, first author Dr Ilaria Palmisano, Research Associate at聽Imperial’s聽聽in the聽Department of Brain Sciences, said: 鈥淭his study reveals that if we want to promote axonal regeneration, we need to find tools to 鈥榦pen鈥� the chromatin, in order to promote the activation of gene expression required for successful regeneration.鈥�
鈥淚n our study, we have identified the specific genomic locations where we should make this happen. We have proposed some chromatin regulators that we might activate in the future to achieve this goal. The limitations of this study are that it fails to address the heterogeneity of the cellular response to injury at the single cell level. This is an important aspect to consider because, since the nervous system exchanges information across a complex heterogeneous cellular network, successful regeneration requires the integration of the molecular responses to injury by multiple cells to orchestrate the regenerative events.鈥�
