Other DAFMs reversed by JBHD included Clostridium sensu stricto 1, which has been reported to significantly correlate with the inflammatory marker C-reactive protein, indicating its potential role in the inflammatory phase of pulmonary fibrosis and its involvement in gut–lung axis interactions contributing to disease progression (Hou et al., 2024). This evidence concerns the gene CRP and pulmonary fibrosis.