A generalizable machine learning framework for classifying DNA repair defects using ctDNA exomes.
Npj Precision Oncology
Ritch, Elie J EJ; Herberts, Cameron C; Warner, Evan W EW; Ng, Sarah W S SWS; Kwan, Edmond M EM; Bacon, Jack V W JVW; Bernales, Cecily Q CQ; Schönlau, Elena E; Fonseca, Nicolette M NM; Giri, Veda N VN; Maurice-Dror, Corinne C; Vandekerkhove, Gillian G; Jones, Steven J M SJM; Chi, Kim N KN; Wyatt, Alexander W AW
KLF3 and PAX6 are candidate driver genes in late-stage, MSI-hypermutated endometrioid endometrial carcinomas.
Plos One
Rudd, Meghan L ML; Hansen, Nancy F NF; Zhang, Xiaolu X; Urick, Mary Ellen ME; Zhang, Suiyuan S; Merino, Maria J MJ; , ; Mullikin, James C JC; Brody, Lawrence C LC; Bell, Daphne W DW
KLF3 and PAX6 are candidate driver genes in late-stage, MSI-hypermutated endometrioid endometrial carcinomas.
Plos One
Rudd, Meghan L ML; Hansen, Nancy F NF; Zhang, Xiaolu X; Urick, Mary Ellen ME; Zhang, Suiyuan S; Merino, Maria J MJ; , ; Mullikin, James C JC; Brody, Lawrence C LC; Bell, Daphne W DW
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
Krauß, Lukas L; Urban, Bettina C BC; Hastreiter, Sieglinde S; Schneider, Carolin C; Wenzel, Patrick P; Hassan, Zonera Z; Wirth, Matthias M; Lankes, Katharina K; Terrasi, Andrea A; Klement, Christine C; Cernilogar, Filippo M FM; Öllinger, Rupert R; de Andrade Krätzig, Niklas N; Engleitner, Thomas T; Schmid, Roland M RM; Steiger, Katja K; Rad, Roland R; Krämer, Oliver H OH; Reichert, Maximilian M; Schotta, Gunnar G; Saur, Dieter D; Schneider, Günter G
Integrated molecular drivers coordinate biological and clinical states in melanoma.
Nature Genetics
Conway, Jake R JR; Dietlein, Felix F; Taylor-Weiner, Amaro A; AlDubayan, Saud S; Vokes, Natalie N; Keenan, Tanya T; Reardon, Brendan B; He, Meng Xiao MX; Margolis, Claire A CA; Weirather, Jason L JL; Haq, Rizwan R; Schilling, Bastian B; Stephen Hodi, F F; Schadendorf, Dirk D; Liu, David D; Van Allen, Eliezer M EM
Integration of functional assay data results provides strong evidence for classification of hundreds of BRCA1 variants of uncertain significance.
Genetics In Medicine : Official Journal Of The American College Of Medical Genetics
Lyra, Paulo C M PCM; Nepomuceno, Thales C TC; de Souza, Marcele L M MLM; Machado, Géssica F GF; Veloso, Mariana F MF; Henriques, Taciane B TB; Dos Santos, Diandra Z DZ; Ribeiro, Iuly G IG; Ribeiro, Roberto S RS; Rangel, Leticia B A LBA; Richardson, Marcy M; Iversen, Edwin S ES; Goldgar, David D; Couch, Fergus J FJ; Carvalho, Marcelo A MA; Monteiro, Alvaro N A ANA
Genome sequencing reveals coinfection by multiple chikungunya virus genotypes in a recent outbreak in Brazil.
Plos Neglected Tropical Diseases
Machado, Lais Ceschini LC; de Morais-Sobral, Mariana Carolina MC; Campos, Tulio de Lima TL; Pereira, Mylena Ribeiro MR; de Albuquerque, Maria de Fátima Pessoa Militão MFPM; Gilbert, Clément C; Franca, Rafael Freitas Oliveira RFO; Wallau, Gabriel Luz GL
Transcriptomic signature reveals mechanism of flower bud distortion in witches'-broom disease of soybean (Glycine max).
Bmc Plant Biology
Jaiswal, Sarika S; Jadhav, Pravin V PV; Jasrotia, Rahul Singh RS; Kale, Prashant B PB; Kad, Snehal K SK; Moharil, Mangesh P MP; Dudhare, Mahendra S MS; Kheni, Jashminkumar J; Deshmukh, Amit G AG; Mane, Shyamsundar S SS; Nandanwar, Ravindra S RS; Penna, Suprasanna S; Manjaya, Joy G JG; Iquebal, Mir Asif MA; Tomar, Rukam Singh RS; Kawar, Prashant G PG; Rai, Anil A; Kumar, Dinesh D
Dalin, Martin G MG; Katabi, Nora N; Persson, Marta M; Lee, Ken-Wing KW; Makarov, Vladimir V; Desrichard, Alexis A; Walsh, Logan A LA; West, Lyndsay L; Nadeem, Zaineb Z; Ramaswami, Deepa D; Havel, Jonathan J JJ; Kuo, Fengshen F; Chadalavada, Kalyani K; Nanjangud, Gouri J GJ; Ganly, Ian I; Riaz, Nadeem N; Ho, Alan L AL; Antonescu, Cristina R CR; Ghossein, Ronald R; Stenman, Göran G; Chan, Timothy A TA; Morris, Luc G T LGT
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
Kinome-wide decoding of network-attacking mutations rewiring cancer signaling.
Cell
Creixell, Pau P; Schoof, Erwin M EM; Simpson, Craig D CD; Longden, James J; Miller, Chad J CJ; Lou, Hua Jane HJ; Perryman, Lara L; Cox, Thomas R TR; Zivanovic, Nevena N; Palmeri, Antonio A; Wesolowska-Andersen, Agata A; Helmer-Citterich, Manuela M; Ferkinghoff-Borg, Jesper J; Itamochi, Hiroaki H; Bodenmiller, Bernd B; Erler, Janine T JT; Turk, Benjamin E BE; Linding, Rune R
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
Deep sequencing of systematic combinatorial libraries reveals β-lactamase sequence constraints at high resolution.
Journal Of Molecular Biology
Deng, Zhifeng Z; Huang, Wanzhi W; Bakkalbasi, Erol E; Brown, Nicholas G NG; Adamski, Carolyn J CJ; Rice, Kacie K; Muzny, Donna D; Gibbs, Richard A RA; Palzkill, Timothy T