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Page 1
Automated real-world data integration improves cancer outcome prediction.
Jee J, Fong C, Pichotta K, Tran TN, Luthra A, Waters M, Fu C, Altoe M, Liu SY, Maron SB, Ahmed M, Kim S, Pirun M, Chatila WK, de Bruijn I, Pasha A, Kundra R, Gross B, Mastrogiacomo B, Aprati TJ, Liu D, Gao J, Capelletti M, Pekala K, Loudon L, Perry M, Bandlamudi C, Donoghue M, Satravada BA, Martin A, Shen R, Chen Y, Brannon AR, Chang J, Braunstein L, Li A, Safonov A, Stonestrom A, Sanchez-Vela P, Wilhelm C, Robson M, Scher H, Ladanyi M, Reis-Filho JS, Solit DB, Jones DR, Gomez D, Yu H, Chakravarty D, Yaeger R, Abida W, Park W, O'Reilly EM, Garcia-Aguilar J, Socci N, Sanchez-Vega F, Carrot-Zhang J, Stetson PD, Levine R, Rudin CM, Berger MF, Shah SP, Schrag D, Razavi P, Kehl KL, Li BT, Riely GJ, Schultz N; MSK Cancer Data Science Initiative Group. Jee J, et al. Among authors: braunstein l. Nature. 2024 Dec;636(8043):728-736. doi: 10.1038/s41586-024-08167-5. Epub 2024 Nov 6. Nature. 2024. PMID: 39506116 Free PMC article.
A machine learning model that classifies breast cancer pathologic complete response on MRI post-neoadjuvant chemotherapy.
Sutton EJ, Onishi N, Fehr DA, Dashevsky BZ, Sadinski M, Pinker K, Martinez DF, Brogi E, Braunstein L, Razavi P, El-Tamer M, Sacchini V, Deasy JO, Morris EA, Veeraraghavan H. Sutton EJ, et al. Among authors: braunstein l. Breast Cancer Res. 2020 May 28;22(1):57. doi: 10.1186/s13058-020-01291-w. Breast Cancer Res. 2020. PMID: 32466777 Free PMC article.
Cancer therapy shapes the fitness landscape of clonal hematopoiesis.
Bolton KL, Ptashkin RN, Gao T, Braunstein L, Devlin SM, Kelly D, Patel M, Berthon A, Syed A, Yabe M, Coombs CC, Caltabellotta NM, Walsh M, Offit K, Stadler Z, Mandelker D, Schulman J, Patel A, Philip J, Bernard E, Gundem G, Ossa JEA, Levine M, Martinez JSM, Farnoud N, Glodzik D, Li S, Robson ME, Lee C, Pharoah PDP, Stopsack KH, Spitzer B, Mantha S, Fagin J, Boucai L, Gibson CJ, Ebert BL, Young AL, Druley T, Takahashi K, Gillis N, Ball M, Padron E, Hyman DM, Baselga J, Norton L, Gardos S, Klimek VM, Scher H, Bajorin D, Paraiso E, Benayed R, Arcila ME, Ladanyi M, Solit DB, Berger MF, Tallman M, Garcia-Closas M, Chatterjee N, Diaz LA Jr, Levine RL, Morton LM, Zehir A, Papaemmanuil E. Bolton KL, et al. Among authors: braunstein l. Nat Genet. 2020 Nov;52(11):1219-1226. doi: 10.1038/s41588-020-00710-0. Epub 2020 Oct 26. Nat Genet. 2020. PMID: 33106634 Free PMC article.
Interplay between chromosomal alterations and gene mutations shapes the evolutionary trajectory of clonal hematopoiesis.
Gao T, Ptashkin R, Bolton KL, Sirenko M, Fong C, Spitzer B, Menghrajani K, Ossa JEA, Zhou Y, Bernard E, Levine M, Martinez JSM, Zhang Y, Franch-Expósito S, Patel M, Braunstein LZ, Kelly D, Yabe M, Benayed R, Caltabellotta NM, Philip J, Paraiso E, Mantha S, Solit DB, Diaz LA Jr, Berger MF, Klimek V, Levine RL, Zehir A, Devlin SM, Papaemmanuil E. Gao T, et al. Among authors: braunstein lz. Nat Commun. 2021 Jan 12;12(1):338. doi: 10.1038/s41467-020-20565-7. Nat Commun. 2021. PMID: 33436578 Free PMC article.
Mutations in BRCA1 and BRCA2 differentially affect the tumor microenvironment and response to checkpoint blockade immunotherapy.
Samstein RM, Krishna C, Ma X, Pei X, Lee KW, Makarov V, Kuo F, Chung J, Srivastava RM, Purohit TA, Hoen DR, Mandal R, Setton J, Wu W, Shah R, Qeriqi B, Chang Q, Kendall S, Braunstein L, Weigelt B, Blecua Carrillo Albornoz P, Morris LGT, Mandelker DL, Reis-Filho JS, de Stanchina E, Powell SN, Chan TA, Riaz N. Samstein RM, et al. Among authors: braunstein l. Nat Cancer. 2021 Dec;1(12):1188-1203. doi: 10.1038/s43018-020-00139-8. Epub 2020 Nov 16. Nat Cancer. 2021. PMID: 33834176 Free PMC article.
Clonal hematopoiesis is associated with risk of severe Covid-19.
Bolton KL, Koh Y, Foote MB, Im H, Jee J, Sun CH, Safonov A, Ptashkin R, Moon JH, Lee JY, Jung J, Kang CK, Song KH, Choe PG, Park WB, Kim HB, Oh MD, Song H, Kim S, Patel M, Derkach A, Gedvilaite E, Tkachuk KA, Wiley BJ, Chan IC, Braunstein LZ, Gao T, Papaemmanuil E, Esther Babady N, Pessin MS, Kamboj M, Diaz LA Jr, Ladanyi M, Rauh MJ, Natarajan P, Machiela MJ, Awadalla P, Joseph V, Offit K, Norton L, Berger MF, Levine RL, Kim ES, Kim NJ, Zehir A. Bolton KL, et al. Among authors: braunstein lz. Nat Commun. 2021 Oct 13;12(1):5975. doi: 10.1038/s41467-021-26138-6. Nat Commun. 2021. PMID: 34645798 Free PMC article.
A mutational signature reveals alterations underlying deficient homologous recombination repair in breast cancer.
Polak P, Kim J, Braunstein LZ, Karlic R, Haradhavala NJ, Tiao G, Rosebrock D, Livitz D, Kübler K, Mouw KW, Kamburov A, Maruvka YE, Leshchiner I, Lander ES, Golub TR, Zick A, Orthwein A, Lawrence MS, Batra RN, Caldas C, Haber DA, Laird PW, Shen H, Ellisen LW, D'Andrea AD, Chanock SJ, Foulkes WD, Getz G. Polak P, et al. Nat Genet. 2017 Oct;49(10):1476-1486. doi: 10.1038/ng.3934. Epub 2017 Aug 21. Nat Genet. 2017. PMID: 28825726 Free PMC article.
Analysis of somatic microsatellite indels identifies driver events in human tumors.
Maruvka YE, Mouw KW, Karlic R, Parasuraman P, Kamburov A, Polak P, Haradhvala NJ, Hess JM, Rheinbay E, Brody Y, Koren A, Braunstein LZ, D'Andrea A, Lawrence MS, Bass A, Bernards A, Michor F, Getz G. Maruvka YE, et al. Nat Biotechnol. 2017 Oct;35(10):951-959. doi: 10.1038/nbt.3966. Epub 2017 Sep 11. Nat Biotechnol. 2017. PMID: 28892075 Free PMC article.
Pathogenic ATM Mutations in Cancer and a Genetic Basis for Radiotherapeutic Efficacy.
Pitter KL, Casey DL, Lu YC, Hannum M, Zhang Z, Song X, Pecorari I, McMillan B, Ma J, Samstein RM, Pei IX, Khan AJ, Braunstein LZ, Morris LGT, Barker CA, Rimner A, Alektiar KM, Romesser PB, Crane CH, Yahalom J, Zelefsky MJ, Scher HI, Bernstein JL, Mandelker DL, Weigelt B, Reis-Filho JS, Lee NY, Powell SN, Chan TA, Riaz N, Setton J. Pitter KL, et al. Among authors: braunstein lz. J Natl Cancer Inst. 2021 Mar 1;113(3):266-273. doi: 10.1093/jnci/djaa095. J Natl Cancer Inst. 2021. PMID: 32726432 Free PMC article.
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