Back

Engineering patient-derived organotypic bone models for skeletal disease and osteoanabolic therapy testing

de Leeuw, A.; Steffi, C.; Schädli, G. N.; Singh, A.; Lim, P. J.; Rohrbach, M.; Giunta, C.; Rüger, M.; Müller, R.

2025-04-22 bioengineering
10.1101/2025.04.17.649276 bioRxiv
Show abstract

Bone-forming therapies often fail in genetic skeletal disorders, highlighting critical gaps in mechanistic understanding and therapy evaluation. We developed 3D bioprinted organotypic bone models using primary cells from a patient with FKBP10-mutant osteogenesis imperfecta (OI) and from metabolically healthy controls obtained via femoral osteotomy (FO). The platform combines cyclic mechanical loading and reseeding to recreate the cellular heterogeneity of bone tissue, enabling parallel assessment of gene expression, extracellular matrix formation, mineralization and mechanical function. We tested Dickkopf-1 antibody (DKK1Ab), a Wnt pathway modulator, to evaluate therapy response. OI constructs showed elevated interferon-stimulated gene (ISG) activity and hypermineralization with structural fragility, hallmark features of OI bone. Unlike FO constructs, treatment in OI resulted in a limited transcriptional response marked by ISG downregulation and increased proliferative activity. These changes improved matrix secretion, enhanced construct stability, and reduced fracture scores. These findings show that patient-derived models can reveal multi-scale drug responses.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.