Publications

Bai Z, Osman M, Brendel M, Tangen CM, Flaig TW, Thompson IM, Plets M, M Lucia S, Theodorescu D, Gustafson D et al..  2025.  Predicting response to neoadjuvant chemotherapy in muscle-invasive bladder cancer via interpretable multimodal deep learning.. NPJ Digit Med. 8(1):174.

Madhukar NS, Elemento O, Pandey G.  2015.  Prediction of Genetic Interactions Using Machine Learning and Network Properties.. Front Bioeng Biotechnol. 3:172.

Nwachukwu JC, Srinivasan S, Zheng Y, Wang S, Min J, Dong C, Liao Z, Nowak J, Wright NJ, Houtman R et al..  2016.  Predictive features of ligand-specific signaling through the estrogen receptor.. Mol Syst Biol. 12(4):864.

Liberti MV, Dai Z, Wardell SE, Baccile JA, Liu X, Gao X, Baldi R, Mehrmohamadi M, Johnson MO, Madhukar NS et al..  2017.  A Predictive Model for Selective Targeting of the Warburg Effect through GAPDH Inhibition with a Natural Product.. Cell Metab. 26(4):648-659.e8.

Curchoe CLynn, Malmsten J, Bormann C, Shafiee H, Farias AFlores-Sai, Mendizabal G, Chavez-Badiola A, Sigaras A, Alshubbar H, Chambost J et al..  2020.  Predictive modeling in reproductive medicine: Where will the future of artificial intelligence research take us? Fertil Steril. 114(5):934-940.

Sboner A, Elemento O.  2016.  A primer on precision medicine informatics.. Brief Bioinform. 17(1):145-53.

Brown-Burke F, Hwang I, Sloan S, Hinterschied C, Helmig-Mason JB, Long M, Chan WKeung, Prouty A, Chung J-H, Zhang Y et al..  2023.  PRMT5 inhibition drives therapeutic vulnerability to combination treatment with BCL-2 inhibition in mantle cell lymphoma.. Blood Adv. 7(20):6211-6224.

Sloan SL, Brown F, Long M, Weigel C, Koirala S, Chung J-H, Pray B, Villagomez L, Hinterschied C, Sircar A et al..  2023.  PRMT5 supports multiple oncogenic pathways in mantle cell lymphoma.. Blood. 142(10):887-902.

Rendeiro AF, Casano J, Vorkas CKyriakos, Singh H, Morales A, DeSimone RA, Ellsworth GB, Soave R, Kapadia SN, Saito K et al..  2021.  Profiling of immune dysfunction in COVID-19 patients allows early prediction of disease progression.. Life Sci Alliance. 4(2)

Subbaramaiah K, Iyengar NM, Morrow M, Elemento O, Zhou XKathy, Dannenberg AJ.  2019.  Prostaglandin E down-regulates sirtuin 1 (SIRT1), leading to elevated levels of aromatase, providing insights into the obesity-breast cancer connection.. J Biol Chem. 294(1):361-371.

Crowley MJP, Scognamiglio T, Liu Y-F, Kleiman DA, Beninato T, Aronova A, Liu H, Jhanwar YS, Molina A, Tagawa ST et al..  2016.  Prostate-Specific Membrane Antigen Is a Potential Antiangiogenic Target in Adrenocortical Carcinoma.. J Clin Endocrinol Metab. 101(3):981-7.

Segal E, Zhang F, Lin X, King G, Shalem O, Shilo S, Allen WE, Alquaddoomi F, Altae-Tran H, Anders S et al..  2020.  Publisher Correction: Building an international consortium for tracking coronavirus health status.. Nat Med. 26(8):1309.

Buqué A, Bloy N, Perez-Lanzón M, Iribarren K, Humeau J, Pol JG, Levesque S, Mondragon L, Yamazaki T, Sato A et al..  2020.  Publisher Correction: Immunoprophylactic and immunotherapeutic control of hormone receptor-positive breast cancer.. Nat Commun. 11(1):4787.

Verma N, Pan H, Doré LC, Shukla A, Li QV, Pelham-Webb B, Teijeiro V, González F, Krivtsov A, Chang C-J et al..  2018.  Publisher Correction: TET proteins safeguard bivalent promoters from de novo methylation in human embryonic stem cells.. Nat Genet. 50(5):764.

Baca SC, Prandi D, Lawrence MS, Mosquera JMiguel, Romanel A, Drier Y, Park K, Kitabayashi N, MacDonald TY, Ghandi M et al..  2013.  Punctuated evolution of prostate cancer genomes.. Cell. 153(3):666-77.

Dixon G, Pan H, Yang D, Rosen BP, Jashari T, Verma N, Pulecio J, Caspi I, Lee K, Stransky S et al..  2021.  QSER1 protects DNA methylation valleys from de novo methylation.. Science. 372(6538)

Du W, De Boni L, Hopkins BDavid, Elemento O.  2026.  A quantitative approach for defining the degradability landscape of protein degraders.. Nat Commun.

Bayou N, Henretta S, Munoz-Arcos L, Molteni E, Gianni C, Serafini MSerena, Nicolò E, Pontolillo L, Pasto B, Gaudio HAndrew et al..  2025.  Quantitative HER2 profiling on circulating tumor cells using an EpCAM-independent platform in metastatic breast cancer.. Cancer Cell Int. 25(1):439.

Lhuillier C, Rudqvist N-P, Elemento O, Formenti SC, Demaria S.  2019.  Radiation therapy and anti-tumor immunity: exposing immunogenic mutations to the immune system.. Genome Med. 11(1):40.

Gucalp A, Zhou XK, Cook ED, Garber JE, Crew KD, Nangia JR, Bhardwaj P, Giri DD, Elemento O, Verma A et al..  2018.  A Randomized Multicenter Phase II Study of Docosahexaenoic Acid in Patients with a History of Breast Cancer, Premalignant Lesions, or Benign Breast Disease.. Cancer Prev Res (Phila). 11(4):203-214.

Chiaretti S, Messina M, Grammatico S, Piciocchi A, Fedullo AL, Di Giacomo F, Peragine N, Gianfelici V, Lauretti A, Bareja R et al..  2018.  Rapid identification of BCR/ABL1-like acute lymphoblastic leukaemia patients using a predictive statistical model based on quantitative real time-polymerase chain reaction: clinical, prognostic and therapeutic implications.. Br J Haematol. 181(5):642-652.

Cárdenas MG, Yu W, Béguelin W, Teater MR, Geng H, Goldstein RL, Oswald E, Hatzi K, Yang S-N, Cohen J et al..  2016.  Rationally designed BCL6 inhibitors target activated B cell diffuse large B cell lymphoma.. J Clin Invest. 126(9):3351-62.

Elemento O, Gascuel O, Lefranc M-P.  2002.  Reconstructing the duplication history of tandemly repeated genes.. Mol Biol Evol. 19(3):278-88.

Akinsanya K, AlQuraishi M, Boija A, Chodera J, Cichońska A, Ghassemi M, Head M, Jin W, Kibbe WA, Krogan N et al..  2025.  Redefining druggable targets with artificial intelligence.. Nat Biotechnol. 43(9):1416-1418.

De Micheli AJ, Spector JA, Elemento O, Cosgrove BD.  2020.  A reference single-cell transcriptomic atlas of human skeletal muscle tissue reveals bifurcated muscle stem cell populations.. Skelet Muscle. 10(1):19.