@article{25687f2387904507bb41d19a242b68ed,
title = "Single-Cell Discovery and Multiomic Characterization of Therapeutic Targets in Multiple Myeloma",
abstract = "Multiple myeloma (MM) is a highly refractory hematologic cancer. Targeted immunotherapy has shown promise in MM but remains hindered by the challenge of identifying specific yet broadly representative tumor markers. We analyzed 53 bone marrow (BM) aspirates from 41 MM patients using an unbiased, high-throughput pipeline for therapeutic target discovery via single-cell transcriptomic profiling, yielding 38 MM marker genes encoding cell-surface proteins and 15 encoding intracellular proteins. Of these, 20 candidate genes were highlighted that are not yet under clinical study, 11 of which were previously uncharacterized as therapeutic targets. The findings were cross-validated using bulk RNA sequencing, flow cytometry, and proteomic mass spectrometry of MM cell lines and patient BM, demonstrating high overall concordance across data types. Independent discovery using bulk RNA sequencing reiterated top candidates, further affirming the ability of single-cell transcriptomics to accurately capture marker expression despite limitations in sample size or sequencing depth. Target dynamics and heterogeneity were further examined using both transcriptomic and immuno-imaging methods. In summary, this study presents a robust and broadly applicable strategy for identifying tumor markers to better inform the development of targeted cancer therapy.",
author = "Lijun Yao and Wang, {Julia T.} and Jayasinghe, {Reyka G.} and Julie O{\textquoteright}Neal and Tsai, {Chia Feng} and Rettig, {Michael P.} and Yizhe Song and Ruiyang Liu and Yanyan Zhao and Ibrahim, {Omar M.} and Fiala, {Mark A.} and Fortier, {Julie M.} and Siqi Chen and Leah Gehrs and Rodrigues, {Fernanda Martins} and Wendl, {Michael C.} and Daniel Kohnen and Andrew Shinkle and Song Cao and Foltz, {Steven M.} and Zhou, {Daniel Cui} and Erik Storrs and Wyczalkowski, {Matthew A.} and Smrithi Mani and Goldsmith, {Scott R.} and Ying Zhu and Mark Hamilton and Tao Liu and Feng Chen and Ravi Vij and Li Ding and DiPersio, {John F.}",
note = "Funding Information: R.G. Jayasinghe reports other support from Multiple Myeloma Research Foundation outside the submitted work. J. O{\textquoteright}Neal receives royalties from Wugen. S.M. Foltz reports grants from Paula C. and Rodger O. Riney Blood Cancer Research Initiative Fund during the conduct of the study. E. Storrs reports grants from NIH during the conduct of the study. J.F. DiPersio is a cofounder of and has equity in Magenta and Wugen. No disclosures were reported by the other authors. Funding Information: The authors thank the multiple myeloma patients, families, and professionals who have contributed to this study and the Multiple Myeloma Research Foundation CoMMpass Study and Immune Atlas Pilot study. This study has also been supported by the Paula C. and Rodger O. Riney Blood Cancer Research Fund to J.F. DiPersio, R. Vij, and L. Ding, NCI U24CA211006, U2CCA233303, and PJ000021702 funds to L. Ding, NCI R35 CA210084 to J.F. DiPersio, and NCI R50CA211466 to M.P. Rettig. Publisher Copyright: {\textcopyright} 2023 The Authors.",
year = "2023",
month = apr,
day = "15",
doi = "10.1158/0008-5472.CAN-22-1769",
language = "English",
volume = "83",
pages = "1214--1233",
journal = "Cancer research",
issn = "0008-5472",
number = "8",
}