Embeddings from protein language models predict conservation and variant effects.
Human Genetics
Marquet, Céline C; Heinzinger, Michael M; Olenyi, Tobias T; Dallago, Christian C; Erckert, Kyra K; Bernhofer, Michael M; Nechaev, Dmitrii D; Rost, Burkhard B
Synthetic modeling reveals HOXB genes are critical for the initiation and maintenance of human leukemia.
Nature Communications
Kusakabe, Manabu M; Sun, Ann Chong AC; Tyshchenko, Kateryna K; Wong, Rachel R; Nanda, Aastha A; Shanna, Claire C; Gusscott, Samuel S; Chavez, Elizabeth A EA; Lorzadeh, Alireza A; Zhu, Alice A; Hill, Ainsleigh A; Hung, Stacy S; Brown, Scott S; Babaian, Artem A; Wang, Xuehai X; Holt, Robert A RA; Steidl, Christian C; Karsan, Aly A; Humphries, R Keith RK; Eaves, Connie J CJ; Hirst, Martin M; Weng, Andrew P AP
Recurrent inactivating RASA2 mutations in melanoma.
Nature Genetics
Arafeh, Rand R; Qutob, Nouar N; Emmanuel, Rafi R; Keren-Paz, Alona A; Madore, Jason J; Elkahloun, Abdel A; Wilmott, James S JS; Gartner, Jared J JJ; Di Pizio, Antonella A; Winograd-Katz, Sabina S; Sindiri, Sivasish S; Rotkopf, Ron R; Dutton-Regester, Ken K; Johansson, Peter P; Pritchard, Antonia L AL; Waddell, Nicola N; Hill, Victoria K VK; Lin, Jimmy C JC; Hevroni, Yael Y; Rosenberg, Steven A SA; Khan, Javed J; Ben-Dor, Shifra S; Niv, Masha Y MY; Ulitsky, Igor I; Mann, Graham J GJ; Scolyer, Richard A RA; Hayward, Nicholas K NK; Samuels, Yardena Y
A highly recurrent RPS27 5'UTR mutation in melanoma.
Oncotarget
Dutton-Regester, Ken K; Gartner, Jared J JJ; Emmanuel, Rafi R; Qutob, Nouar N; Davies, Michael A MA; Gershenwald, Jeffrey E JE; Robinson, William W; Robinson, Steven S; Rosenberg, Steven A SA; Scolyer, Richard A RA; Mann, Graham J GJ; Thompson, John F JF; Hayward, Nicholas K NK; Samuels, Yardena Y