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Frequent alterations in cytoskeleton remodelling genes in primary and metastatic lung adenocarcinomas.
Wu K, Zhang X, Li F, Xiao D, Hou Y, Zhu S, Liu D, Ye X, Ye M, Yang J, Shao L, Pan H, Lu N, Yu Y, Liu L, Li J, Huang L, Tang H, Deng Q, Zheng Y, Peng L, Liu G, Gu X, He P, Gu Y, Lin W, He H, Xie G, Liang H, An N, Wang H, Teixeira M, Vieira J, Liang W, Zhao X, Peng Z, Mu F, Zhang X, Xu X, Yang H, Kristiansen K, Wang J, Zhong N, Wang J, Pan-Hammarström Q, He J. Wu K, et al. Among authors: zhu s. Nat Commun. 2015 Dec 9;6:10131. doi: 10.1038/ncomms10131. Nat Commun. 2015. PMID: 26647728 Free PMC article.
RED-ML: a novel, effective RNA editing detection method based on machine learning.
Xiong H, Liu D, Li Q, Lei M, Xu L, Wu L, Wang Z, Ren S, Li W, Xia M, Lu L, Lu H, Hou Y, Zhu S, Liu X, Sun Y, Wang J, Yang H, Wu K, Xu X, Lee LJ. Xiong H, et al. Among authors: zhu s. Gigascience. 2017 May 1;6(5):1-8. doi: 10.1093/gigascience/gix012. Gigascience. 2017. PMID: 28328004 Free PMC article.
Whole-genome and Transcriptome Sequencing of Prostate Cancer Identify New Genetic Alterations Driving Disease Progression.
Ren S, Wei GH, Liu D, Wang L, Hou Y, Zhu S, Peng L, Zhang Q, Cheng Y, Su H, Zhou X, Zhang J, Li F, Zheng H, Zhao Z, Yin C, He Z, Gao X, Zhau HE, Chu CY, Wu JB, Collins C, Volik SV, Bell R, Huang J, Wu K, Xu D, Ye D, Yu Y, Zhu L, Qiao M, Lee HM, Yang Y, Zhu Y, Shi X, Chen R, Wang Y, Xu W, Cheng Y, Xu C, Gao X, Zhou T, Yang B, Hou J, Liu L, Zhang Z, Zhu Y, Qin C, Shao P, Pang J, Chung LWK, Xu J, Wu CL, Zhong W, Xu X, Li Y, Zhang X, Wang J, Yang H, Wang J, Huang H, Sun Y. Ren S, et al. Among authors: zhu s, zhu y, zhu l. Eur Urol. 2018 Mar;73(3):322-339. doi: 10.1016/j.eururo.2017.08.027. Epub 2017 Sep 18. Eur Urol. 2018. PMID: 28927585
Deconvolution of single-cell multi-omics layers reveals regulatory heterogeneity.
Liu L, Liu C, Quintero A, Wu L, Yuan Y, Wang M, Cheng M, Leng L, Xu L, Dong G, Li R, Liu Y, Wei X, Xu J, Chen X, Lu H, Chen D, Wang Q, Zhou Q, Lin X, Li G, Liu S, Wang Q, Wang H, Fink JL, Gao Z, Liu X, Hou Y, Zhu S, Yang H, Ye Y, Lin G, Chen F, Herrmann C, Eils R, Shang Z, Xu X. Liu L, et al. Among authors: zhu s. Nat Commun. 2019 Jan 28;10(1):470. doi: 10.1038/s41467-018-08205-7. Nat Commun. 2019. PMID: 30692544 Free PMC article.
A deep learning system accurately classifies primary and metastatic cancers using passenger mutation patterns.
Jiao W, Atwal G, Polak P, Karlic R, Cuppen E; PCAWG Tumor Subtypes and Clinical Translation Working Group; Danyi A, de Ridder J, van Herpen C, Lolkema MP, Steeghs N, Getz G, Morris QD, Stein LD; PCAWG Consortium. Jiao W, et al. Nat Commun. 2020 Feb 5;11(1):728. doi: 10.1038/s41467-019-13825-8. Nat Commun. 2020. PMID: 32024849 Free PMC article.
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