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2%, accuracy 93.5%, AUC 0.99). These biomarkers were involved in apoptosis, TGF-beta signaling, adaptive immune system regulation, gene transcription and post-transcriptional protein modification. Conclusion A promising method for the detection of breast lesions is reported. This study also sheds light on breast cancer/immune system interactions, providing clues to new targets for breast cancer immune therapy.Radiation-induced heart disease presents a significant challenge in the event of an accidental radiation exposure as well as to c