Abstract Multiple myeloma (MM), the second most common hematologic malignancy in adults, is characterized by clonal proliferation of malignant plasma cells and tumor-induced complications, including MM-induced bone disease (MBD). Up to 90% of MM patients develop MBD during the course of their disease, which is a major cause of morbidity and mortality. MM therapy focuses primarily on agents that seek to eradicate the tumor cells and others which inhibit bone resorption. In contrast, no drugs are currently available to promote bone formation in MM patients and reverse MBD. Towards addressing this unmet therapeutic need, we applied a modified version of our “humanized” bone marrow (BM)-like scaffold (huBMsc)-based xenograft model, where MM cells and bone marrow mesenchymal stromal cells (BMMSCs) are co-implanted. In this system, we investigated the impact of MM cells on BMMSCs to identify markers that can be targeted with the intent to reverse MBD. After confirming that MM cells indeed inhibit bone formation in vivo, we performed transcriptional analysis of ex vivo expanded “unexposed” control BMMSCs vs. “MM-exposed” BMMSCs and found 332 differentially expressed genes. Next, we compared these data with transcriptional profiles of BMMSCs after in vitro differentiation towards osteoblasts, as well as publicly available data of transcriptional profiles of BMMSCs obtained from MM, ALL, and AML patients. Combined, this analysis identified 8, MM-specific, differentially expressed genes, including the small leucine-rich proteoglycans (SLRPs), ASPN, OGN and OMD, that are 1) suppressed in the presence of MM (xenograft model and patient-derived BMMSCs); 2) induced during in vitro osteogenic differentiation; and 3) not dysregulated in BMMSCs in other hematological malignancies. As reported previously, we observed that bone morphogenetic protein (BMP)6 can upregulate the expression of these SLRPs in BMMSCs, while inducing osteogenic differentiation. Moreover, incubation of MM cells with BMP6 in either mono- or co-cultures with stromal cell lines, resulted in reduced MM cell viability. In addition, pretreatment of BMMSCs with BMP6 completely abolished their support of MM proliferation. Interestingly, BMP6, in contrast to BMP2 and BMP4, did not induce, but inhibited receptor activator of nuclear kappa-B ligand (RANKL)-dependent osteoclast generation. Collectively, our analyses identify BMP6 as a master regulator that promotes osteogenic differentiation, inhibits RANKL-dependent osteoclastogenesis and can directly induce MM cell death. Therefore, by reshaping the BM microenvironment to become less tumor-supportive, BMP6 represents an attractive candidate for MM treatment. Citation Format: Jiaxian Wang, Thomas Baardemans, Ricardo de Matos Simoes, Olga Dashevsky, Huipin Yuan, Joost D. de Bruijn, Anton C. Martens, Constantine S. Mitsiades, Richard W. Groen. BMP6 overcomes multiple myeloma-induced bone disease by inducing the expression of small leucine-rich proteoglycans [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 6374.