A novel computer-assisted tool for 3D imaging of programmed death-ligand 1 expression in immunofluorescence-stained and optically cleared breast cancer specimens

BMC Cancer. 2024 Jan 24;24(1):121. doi: 10.1186/s12885-023-11748-8.

Abstract

Background: Programmed death-1 (PD-1) and programmed death-ligand 1 (PD-L1) are the two most common immune checkpoints targeted in triple-negative breast cancer (BC). Refining patient selection for immunotherapy is non-trivial and finding an appropriate digital pathology framework for spatial analysis of theranostic biomarkers for PD-1/PD-L1 inhibitors remains an unmet clinical need.

Methods: We describe a novel computer-assisted tool for three-dimensional (3D) imaging of PD-L1 expression in immunofluorescence-stained and optically cleared BC specimens (n = 20). The proposed 3D framework appeared to be feasible and showed a high overall agreement with traditional, clinical-grade two-dimensional (2D) staining techniques. Additionally, the results obtained for automated immune cell detection and analysis of PD-L1 expression were satisfactory.

Results: The spatial distribution of PD-L1 expression was heterogeneous across various BC tissue layers in the 3D space. Notably, there were six cases (30%) wherein PD-L1 expression levels along different layers crossed the 1% threshold for admitting patients to PD-1/PD-L1 inhibitors. The average PD-L1 expression in 3D space was different from that of traditional immunohistochemistry (IHC) in eight cases (40%). Pending further standardization and optimization, we expect that our technology will become a valuable addition for assessing PD-L1 expression in patients with BC.

Conclusion: Via a single round of immunofluorescence imaging, our approach may provide a considerable improvement in patient stratification for cancer immunotherapy as compared with standard techniques.

Keywords: Breast cancer; Immunofluorescence staining; Optical clearing; Programmed death-ligand 1; Three-dimensional imaging.

MeSH terms

  • B7-H1 Antigen*
  • Breast Neoplasms*
  • Coloring Agents
  • Computers
  • Female
  • Humans
  • Imaging, Three-Dimensional
  • Immune Checkpoint Inhibitors
  • Ligands
  • Programmed Cell Death 1 Receptor

Substances

  • B7-H1 Antigen
  • Immune Checkpoint Inhibitors
  • Ligands
  • Programmed Cell Death 1 Receptor
  • Coloring Agents