RNA Signatures

The Importance of RNA

RNA is a flexible molecule that carries instructions from DNA and plays a central role in turning genetic information into your body's proteins.

These proteins perform an important role in cell function and signaling in biological pathways.

Personalized Data From RNA Signatures

The transcriptome is highly dynamic and sensitive to environmental conditions, and RNA profiling enables real-time profiling of the RNAs expressed at the time of sample collection. From RNA profiling, information on which biological pathways are active may be deduced by measuring the amount of RNAs corresponding to genes or regulatory RNAs etc...

The Role of Artificial Intelligence

Because RNA sequencing allows for both the identification and relative quantification of RNAs for thousands of genes and regulatory RNAs, the resulting datasets are extremely large and complex. Therefore, powerful computing methods are required for the analysis and interpretation of the data. Employing deep learning techniques and machine learning algorithms—forms of artificial intelligence— etc...

The Verici Dx Platform

Defining RNA signatures associated with graft tolerance opens the door to identifying new biological markers and therapeutic targets, paving the way for personalized immunosuppressant therapy. By combining high-throughput RNA sequencing with advanced deep learning, researchers can uncover molecular patterns critical to understanding kidney graft tolerance. With these insights, machine learning algorithms can be trained to generate prognoses and diagnoses—helping to improve transplant outcomes using only a patient’s blood sample.