Background Steroid-induced osteonecrosis of the femoral head (SONFH) is a disabling, aseptic and ischemic disease due to excessive glucocorticoids (GCs) usage. Patients with SONFH are commonly asymptomatic, which makes its early diagnosis is challenge, the pathological mechanisms of SONFH are not well-known, the purpose of the present study was to screen diagnostic biomarkers for SONFH. Methods The differential expression of serum proteins from SONFH, traumatic osteonecrosis of the femoral head (TONFH) patients and healthy volunteers (CK) in Chinese females was compared using iTRAQ, and potential diagnostic biomarkers were verified by western blotting. Results Gene Ontology, Kyoto Encyclopedia of Genes and Genomes (KEGG), Domain and Clusters of Orthologous Groups (COG) analyses revealed key groups of proteins, pathways and domains differentially regulated among SONFH, TONFH and healthy volunteers in Chinese female, the results showed that peptidase S1, fibrinogen, transferrin, lipid transport domains and hematopoietic cell lineage, fat digestion, absorption, peroxisome proliferator-activated receptor (PPAR) pathways were associated with the development of SONFH. Finally, C-reactive protein (CRP), serum amyloid A protein (SAA1), alpha-1-acid glycoprotein 1 (ORM1) and dopamine beta-hydroxylase were selected for verification of differential expression using western blotting. Conclusions Our data suggest that dysfunction of hematopoietic cell lineage, adhesion, fat digestion and absorption, PPAR pathways may be involved in the pathogenesis of SONFH, serum proteins SAA1, ORM1 could be used as new potential diagnostic biomarkers for SONFH.