To explore whether the fragmentomic features of ccf-mtDNA were tumor type-specific, a cancer tissue-of-origin classification model was developed based on the MEFI score obtained using the random forest algorithm (Appendix Fig. S14). The gene discussed is PITX1; the disease is cancer.