The CCANED-CIPHER Study: Early Cancer Detection and Treatment Response Monitoring Using AI-Based Platelet and Immune Cell Transcriptomic Profiling

"Procedure: Participants will undergo a single blood draw at baseline.~Sample Analysis:~Platelet Isolation: Platelets will be extracted from the collected blood samples.~RNA Analysis: RNA from the isolated platelets will be extracted and analyzed using AI-based transcriptomic profiling to identify biomarkers associated with cancer."

"Procedures:~Blood Sample Collection: Participants will have blood samples drawn at three time points:~Baseline: Before therapy initiation. 6 Weeks Post-Therapy Initiation: To monitor early treatment response. 6 Months Post-Therapy Initiation: To assess longer-term therapeutic outcomes.~Sample Analysis:~Platelet and Immune Cell Isolation:~Platelets: Extracted from each blood sample to continue monitoring RNA profiles.~Immune Cells: Separated from the blood samples to analyse immune response to therapy.~RNA Analysis:~Platelet RNA: Analysed to observe changes in transcriptomic profiles over time using AI-based tools.~Immune Cell RNA: Examined to assess transcriptomic changes associated with therapeutic responses.~Data Correlation:~Therapeutic Response Assessment: RNA profiles from platelets and immune cells will be correlated with clinical outcomes to identify biomarkers predictive of treatment efficacy, progression-free survival, relapse, and drug resistance."