In this Commentary article, we explore the opportunity afforded by Sparsely Connected Autoencoders to transform data in a controlled way to enable the comprehension of hidden biological information in single-cell data. Autoencoders provide researchers with a simplified means of inspecting functional relationships among regulatory elements as transcription factors.

This Insight article explores some of the key applications of mass spectrometry imaging across the medical and pharmaceutical landscape. With the field seeing constant rapid development, mass spectrometry is an essential tool for current and future research in healthcare.

Long Read DNA Sequencing has the potential to help diagnose several diseases and disorders. Recent advancements mean that long-read sequencing is no longer an expensive, low throughput, error-prone process.

In this Insight article, we explore some of the challenges and new innovations concerning spatial analysis of the tumour microenvironment. One of the key focuses for ongoing studies is the retention of spatial information, which enables researchers to identify distinct tumour subtypes.