Integrative analysis of bulk and single-cell transcriptomics identifies factors related to immunosuppressive microenvironment to predict unfavorable prognosis in inflammatory breast cancer.

INTRODUCTION

Inflammatory breast cancer (IBC) is a rare invasive tumor and characterized by the formation of tumor emboli within dermal lymphatic vessels. The tumor microenvironment (TME) is a key factor in IBC aggressiveness, but its heterogeneity and intercellular role remain incompletely understood.

METHODS

Weighted gene coexpression network analysis (WGCNA) was performed to identify immune infiltration-associated genes. We also depicted cellular communication networks and specific ligand-receptor signaling pathways using the single-cell transcriptomics analysis of IBC and non-IBC samples. Finally, we verified the expression of key proteins by immunohistochemistry.

RESULTS

Through the intersection of WGCNA module genes and differentially expressed genes between pathological complete response and residual disease samples, GZMB was identified as hub gene which is related to immune infiltration and efficacy of neoadjuvant therapy in IBC. In IBC cohort, patients with high expression of GZMB harbored more immunosuppressive cells thus showed unfavorable prognosis compared with GZMB-low expression group (p<0.05). Subsequent to dimension reduction and clustering, 12 clusters were identified to construct the single-cell atlas between IBC and non-IBC samples. Cellular communication analysis unveiled the heterogeneity of cell communication in IBC. The proportion of immune cells was significantly lower than that of malignant epithelial cells in the cellular composition of IBC. Moreover, it indicated that SPP1 and plasmacytoid dendritic cells were specific in IBC and associated with an immunosuppressive microenvironment in IBC. Immunohistochemical analysis suggested that protein levels of GZMB and SPP1 tended to be higher in the samples from patients with residual disease compared to the patient achieving pathological complete response, though this observation is based on an extremely small sample size.

DISCUSSION: This study identifies GZMB and SPP1 as potential immunosuppressive-related prognostic biomarkers in IBC patients, reveals the key role of plasmacytoid dendritic cells in remodeling of immunosuppressive microenvironment in IBC.