Publications of Matthias Lienhard

Prasse, P.; Iversen, P.; Lienhard, M.; Thedinga, K.; Herwig, R.; Scheffer, T.: Pre-Training on In Vitro and Fine-Tuning on Patient-Derived Data Improves Deep Neural Networks for Anti-Cancer Drug-Sensitivity Prediction. Cancers / Molecular Diversity Preservation International (MDPI) 14 (16), 3950 (2022)

Thomalla, D.; Beckmann, L.; Grimm , C.; Oliverio, M.; Meder, L.; Herling, C. D.; Nieper, P.; Feldmann, T.; Merkel, O.; Lorsy, E. et al.; da Palma Guerreiro , A.; von Jan, J.; Kisis, I.; Wasserburger, E.; Claasen, J.; Faitschuk-Meyer, E.; Altmüller, J.; Nürnberg, P.; Yang, T.-P.; Lienhard, M.; Herwig, R.; Kreuzer, K.-A.; Pallasch, C. P.; Buettner, R.; Schäfer, S. C.; Hartley, J.; Abken, H.; Peifer, M.; Kashkar, H.; Knittel, G.; Eichhorst , B.; Ullrich, R. T.; Herling, M.; Reinhardt, H. C.; Hallek, M.; Schweiger, M. R.; Frenzel, L. P.: Deregulation and epigenetic modification of BCL2-family genes cause resistance to venetoclax in hematologic malignancies. Blood (2022)

Nguyen, N.; Lienhard, M.; Herwig, R.; Kleinjans, J.; Jennen, D.: Epirubicin Alters DNA Methylation Profiles Related to Cardiotoxicity. Frontiers in Bioscience-Landmark 27 (6), 173 (2022)

Prasse , P.; Iversen , P.; Lienhard, M.; Thedinga, K.; Bauer, C.; Herwig, R.; Scheffer, T.: Matching anticancer compounds and tumor cell lines by neural networks with ranking loss. NAR: genomics and bioinformatics 4 (1), lqab128 (2022)

Pacholewska, A.; Grimm, C.; Herling, C. D.; Lienhard, M.; Königs, A.; Timmermann, B.; Altmüller, J.; Mücke, O.; Reinhardt, H. C.; Plass, C. et al.; Herwig, R.; Hallek, M.; Schweiger, M. R.: Altered DNA Methylation Profiles in SF3B1 Mutated CLL Patients. International Journal of Molecular Sciences 22 (17), 9337 (2021)

Bauer, C.; Herwig, R.; Lienhard, M.; Prasse, P.; Scheffer, T.; Schuchhardt, J.: Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types. Journal of Translational Medicine 19, 19:274 (2021)

Cichońska, A.; Ravikumar, B.; Allaway, R. J.; Wan, F.; Park, S.; Isayev, O.; Li, S.; Mason, M.; Lamb, A.; Tanoli, Z. et al.; Jeon, M.; Kim, S.; Popova, M.; Capuzzi, S.; Zeng, J.; Dang, K.; Koytiger, G.; Kang, J.; Wells, C. I.; Willson, T. M.; Lienhard, M.; Prasse, P.; Bachmann, I.; Ganzlin, J.; Barel, G.; Herwig, R.; Oprea, T. I.; Schlessinger, A.; Drewry, D. H.; Stolovitzky, G.; Wennerberg, K.; Guinney, J.; Aittokallio, T.: Crowdsourced mapping of unexplored target space of kinase inhibitors. Nature Communications 12, 3307 (2021)

Farrall, A.; Lienhard, M.; Grimm, C.; Kuhl, H.; Sluka, S. H. M.; Caparros Rodriguez, M.; Forejt, J.; Timmermann, B.; Herwig, R.; Herrmann, B. G. et al.; Morkel, M.: PWD/Ph-encoded genetic variants modulate the cellular Wnt/β-Catenin response to suppress ApcMin-triggered intestinal tumor formation. Cancer research: an official organ of the American Association for Cancer Research 81 (1), pp. 38 - 49 (2021)

Selevsek, N.; Caiment, F.; Nudischer, R.; Gmuender, H.; Agarkova, I.; Atkinson, F. L.; Bachmann, I.; Baier, V.; Barel, G.; Bauer, C. et al.; Boerno, S.; Bosc, N.; Clayton, O.; Cordes, H.; Deeb, S.; Gotta, S.; Guye, P.; Hersey, A.; Hunter, F. M. I.; Kunz, L.; Lewalle, A.; Lienhard, M.; Merken, J.; Minguet, J.; Oliveira, B.; Pluess, C.; Sarkans, U.; Schrooders, Y.; Schuchhardt, J.; Smit, I.; Thiel, C.; Timmermann, B.; Verheijen, M.; Wittenberger, T.; Wolski, W.; Zerck, A.; Heymans, S.; Kuepfer, L.; Roth, A.; Schlapbach, R.; Niederer, S.; Herwig, R.; Kleinjans, J.: Network integration and modelling of dynamic drug responses at multi-omics levels. Communications Biology 3, 573 (2020)

Verheijen, M.; Lienhard, M.; Schrooders, Y.; Clayton, O.; Nudischer, R.; Boerno, S. T.; Timmermann, B.; Selevsek, N.; Schlapbach, R.; Gmuender, H. et al.; Gotta, S.; Geraedts, J.; Herwig, R.; Kleinjans, J.; Caiment, F.: DMSO induces drastic changes in human cellular processes and epigenetic landscape in vitro. Scientific Reports 9 (9), 4641 (2019)

Grimm, C.; Fischer, A.; Farrelly, A. M.; Kalachand, R.; Castiglione, R.; Wasserburger, E.; Hussong, M.; Schultheis, A. M.; Altmüller, J.; Thiele, H. et al.; Reinhardt, H. C.; Hauschulz, K.; Hennessy, B. T.; Herwig, R.; Lienhard, M.; Buettner, R.; Schweiger, M. R.: Combined Targeted Re-Sequencing of Cytosine DNA Methylation and Mutations of DNA Repair Genes with Potential Use for PARP1 Inhibitor Sensitivity Testing. The Journal of Molecular Diagnostics 21 (2), pp. 198 - 213 (2019)

Grimm, C.; Fischer, A.; Farrelly, A. M.; Kalachand, R.; Castiglione, R.; Wasserburger, E.; Hussong, M.; Schultheis, A. M.; Altmuller, J.; Thiele, H. et al.; Reinhardt, H. C.; Hauschulz, K.; Hennessy, B. T.; Herwig, R.; Lienhard, M.; Buettner, R.; Schweiger, M. R.: Combined Targeted Resequencing of Cytosine DNA Methylation and Mutations of DNA Repair Genes with Potential Use for Poly(ADP-Ribose) Polymerase 1 Inhibitor Sensitivity Testing. The Journal of Molecular Diagnostics 21 (2), pp. 198 - 213 (2019)

Verheijen, M. C. T.; Schrooders, Y.; Nudischer, R.; Börno, S. T.; Schlapbach, R.; Gotta, S.; Kleinjans, J. C. S.; Lienhard, M.; Clayton, O.; Timmermann, B. et al.; Selevsek, N.; Gmuender, H.; Herwig, R.; Caiment, F.: DMSO-induced drastic changes in cellular processes and epigenetic landscape in vitro. TOXICOLOGY LETTERS 2018, 295:S215 (2018)

Grasse, S.; Lienhard, M.; Frese, S.; Kerick, M.; Steinbach, A.; Grimm, C.; Hussong, M.; Rolff, J.; Becker, M.; Dreher, F. et al.; Schirmer, U.; Boerno, S. T.; Ramisch, A.; Leschber, G.; Timmermann, B.; Grohé, C.; Lüders, H.; Vingron, M.; Fichtner, I.; Klein, S.; Odenthal, M.; Büttner, R.; Lehrach, H.; Sültmann, H.; Herwig, R.; Schweiger, R. M.: Epigenomic profiling of non-small cell lung cancer xenografts uncover LRP12 DNA methylation as predictive biomarker for carboplatin resistance. Genome Medicine 10 (1), 10:55 (2018)

Herwig, R.; Hardt, C.; Lienhard, M.; Kamburov, A.: Analyzing and interpreting genome data at the network level with ConsensusPathDB. Nature Protocols 11 (10), pp. 1889 - 1907 (2016)

Poznik, G. D.; Xue, Y.; Mendez, F. L.; Willems, T. F.; Massaia, A.; Wilson Sayres, M. A.; The 1000 Genomes Projekt, C.; Lehrach, H.; Sudbrak, R.; Albrecht, M. W. et al.; Amstislavskiy, V.; Borodina, T. A.; Lienhard, M.; Mertes, F.; Sultan, M.; Timmermann, B.; Yaspo, M.-L.: Punctuated bursts in human male demography inferred from 1,244 worldwide Y-chromosome sequences. Nature Genetics 48 (6), pp. 593 - 599 (2016)

The 1000 Genome Project Consortium; Lehrach, H.; Amstislavskiy, V.; Lienhard, M.; Mertes, F.; Sultan, M.; Timmermann, B.; Yaspo, M.-L.; Herwig, R.: A global reference for human genetic variation. Nature 526 (7571), pp. 68 - 74 (2015)

Kang, J.; Lienhard, M.; Pastor, W. A.; Chawla, A.; Novotny, M.; Tsagaratou, A.; Lasken, R. S.; Thompson, E. C.; Surani, M. A.; Koralov, S. B. et al.; Kalantry, S.; Chavez, L.; Rao, A.: Simultaneous deletion of the methylcytosine oxidases Tet1 and Tet3 increases transcriptome variability in early embryogenesis. Proceedings of the National Academy of Sciences of the United States of America 112 (31), pp. E4236 - E4245 (2015)

Etchegaray, J. P.; Chavez, L.; Huang, Y.; Ross, K. N.; Choi, J.; Martinez-Pastor, B.; Walsh, R. M.; Sommer, C. A.; Lienhard, M.; Gladden, A. et al.; Kugel, S.; Silberman, D. M.; Ramaswamy, S.; Mostoslavsky, G.; Hochedlinger, K.; Goren, A.; Rao, A.; Mostoslavsky, R.: The histone deacetylase SIRT6 controls embryonic stem cell fate via TET-mediated production of 5-hydroxymethylcytosine. Nature Cell Biology 17 (5), pp. 545 - 557 (2015)

Rasche, A.; Lienhard, M.; Yaspo, M.-L.; Lehrach, H.; Herwig, R.: ARH-seq: identification of differential splicing in RNA-seq data. Nucleic Acids Research (London) 42 (14), e110 (2014)