GC Genome Corporation, a leading diagnostics company, today announced that the company will present data showcasing the deep learning algorithm that detects and classifies multi-cancer using methylation information and genomic data at the American Association for Cancer Research (AACR) Annual Meeting 2023 in Orlando, Florida.
“We’re excited to present our new data of the methylation-based deep learning platform which has the potential use in early cancer detection,” said Eun-Hae Cho, Chief Technology Officer at GC Genome Research Center, “The poster to be presented at this year’s AACR meeting demonstrates a major step forward in our research and provide an opportunity for higher accuracy by integrating methylation information and genomic data contributing to better-informed patient care.”
The poster highlights the algorithm that detects the existence of 7 major cancers (△breast cancer △ liver cancer △esophageal cancer △pancreatic cancer △colon cancer △ovarian cancer △lung cancer) using cell-free Whole genome Enzymatic Methyl sequencing (cfWEMseq) data. The researchers predicted the probability of cancer by integrating different types of cf-DNA methylation and genomic features including genome-wide chromatin pattern and mutation signatures using deep learning-based models.
- Title: Deep learning algorithm for cancer detection using multimodal characteristics of whole methylome sequencing of cf-DNA
- Session Title: Liquid Biopsies Circulating Nucleic Acids and Circulating Tumor Cells 5
- Date and Time: Wednesday Apr 19, 2023, 9:00 AM – 12:30 PM ET
- Location: Poster Section 40
- Poster Board Number: 17
- Abstract Number: 6697
[About GC Genome]
GC Genome is a leading diagnostics company that aims to connect the care and cure to the world by offering genetic diagnosis services for Oncology, Pre&Neonatal, Rare Diseases, and Health Check-ups and suggesting personalized treatment for longer and healthier lives. The company was established in 2013 as a subsidiary of the GC group, a prominent healthcare organization worldwide. GC Genome operates a CAP-accredited laboratory and places the utmost emphasis on R&D. The company has forged robust partnerships with national hospitals and universities and has shown impressive growth momentum by steadily increasing its test volumes.
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