However, studies about NIF3L1 and CIR1 are rare; we just know that NIF3L1 appears in both osteoporosis and osteoarthritis patients (Li et al., 2019), and CIR1 is a transcription factor that regulates iron acquisition and use (Xue et al., 2024). This evidence concerns the gene NIF3L1 and osteoporosis.