TY - RPRT TI - A deep generative model for deciphering cellular dynamics and in silico drug discovery in complex diseases AU - Zheng, Yumin [McGill Univ., Montreal, QC (Canada)] (ORCID:0009000845805247) AU - Schupp, Jonas C. [Yale Univ., New Haven, CT (United States); Hannover Medical School (MHH) (Germany)] (ORCID:0000000277148076) AU - Adams, Taylor [Yale Univ., New Haven, CT (United States)] (ORCID:0000000342809070) AU - Clair, Geremy [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000304788520) AU - Justet, Aurelien [Yale Univ., New Haven, CT (United States)] AU - Ahangari, Farida [Yale Univ., New Haven, CT (United States)] AU - Yan, Xiting [Yale Univ., New Haven, CT (United States)] AU - Hansen, Paul [McGill Univ., Montreal, QC (Canada)] AU - Carlon, Marianne [Katholieke Univ. Leuven, Heverlee (Belgium)] (ORCID:0000000282630350) AU - Cortesi, Emanuela [Katholieke Univ. Leuven, Heverlee (Belgium)] AU - Vermant, Marie [Katholieke Univ. Leuven, Heverlee (Belgium)] (ORCID:0000000185468638) AU - Vos, Robin [Katholieke Univ. Leuven, Heverlee (Belgium)] AU - De Sadeleer, Laurens J. [Katholieke Univ. Leuven, Heverlee (Belgium)] AU - Rosas, Ivan O. [Baylor College of Medicine (BCM), Houston, TX (United States)] AU - Pineda, Ricardo [Univ. of Pittsburgh, PA (United States)] AU - Sembrat, John [Univ. of Pittsburgh, PA (United States)] AU - Königshoff, Melanie [Univ. of Pittsburgh, PA (United States)] (ORCID:0000000194145128) AU - McDonough, John E. [Yale Univ., New Haven, CT (United States)] AU - Vanaudenaerde, Bart M. [Katholieke Univ. Leuven, Heverlee (Belgium)] (ORCID:0000000164356901) AU - Wuyts, Wim A. [Katholieke Univ. Leuven, Heverlee (Belgium)] AU - Kaminski, Naftali [Yale Univ., New Haven, CT (United States)] (ORCID:0000000159174601) AU - Ding, Jun [McGill Univ., Montreal, QC (Canada); Mila - Quebec AI Institute, Montreal, QC (Canada)] (ORCID:0000000151836885) PY - 2025 DO - 10.1038/s41551-025-01423-7 UR - https://www.osti.gov/biblio/3008945 ID - 3008945 ER -