Biological signalling pathways such as TNF, Janus kinase‐signal transducers and activators of transcription (JAK‐STAT) and NFKB were differentially enriched between patient sendotypes, suggesting potential mechanisms driving the endotype of CKD. This evidence concerns the gene TNF and chronic kidney disease.