In this study, we established two models based on cfDNA coverage patterns at the transcription start sites (TSSs) from 6X whole-genome sequencing: an Early Cancer Screening Model and an <i>EGFR</i> mutation status prediction model. The gene discussed is EGFR; the disease is cancer.