Julio Saez-Rodriguez - Publications

Affiliations: 
2002-2007 Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Sachsen-Anhalt, Germany 
 2007-2010 Harvard Medical School 
 2010-2015 EMBL-European Bioinformatics Institute 
 2015-2018 University Hospital RWTH Aachen, Aachen, Nordrhein-Westfalen, Germany 
 2018- Heidelberg Universität 

154 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Wijaya LS, Gabor A, Pot IE, van de Have L, Saez-Rodriguez J, Stevens JL, Le Dévédec SE, Callegaro G, van de Water B. A Network-based Transcriptomic Landscape of HepG2 cells Uncovering Causal Gene-Cytotoxicity Interactions Underlying Drug-Induced Liver Injury. Toxicological Sciences : An Official Journal of the Society of Toxicology. PMID 38015832 DOI: 10.1093/toxsci/kfad121  0.303
2022 Kay EJ, Paterson K, Riera-Domingo C, Sumpton D, Däbritz JHM, Tardito S, Boldrini C, Hernandez-Fernaud JR, Athineos D, Dhayade S, Stepanova E, Gjerga E, Neilson LJ, Lilla S, Hedley A, ... ... Saez-Rodriguez J, et al. Author Correction: Cancer-associated fibroblasts require proline synthesis by PYCR1 for the deposition of pro-tumorigenic extracellular matrix. Nature Metabolism. PMID 35927357 DOI: 10.1038/s42255-022-00632-7  0.72
2022 Garrido-Rodriguez M, Zirngibl K, Ivanova O, Lobentanzer S, Saez-Rodriguez J. Integrating knowledge and omics to decipher mechanisms via large-scale models of signaling networks. Molecular Systems Biology. 18: e11036. PMID 35880747 DOI: 10.15252/msb.202211036  0.413
2022 Kay EJ, Paterson K, Riero-Domingo C, Sumpton D, Däbritz JHM, Tardito S, Boldrini C, Hernandez-Fernaud JR, Athineos D, Dhayade S, Stepanova E, Gjerga E, Neilson LJ, Lilla S, Hedley A, ... ... Saez-Rodriguez J, et al. Cancer-associated fibroblasts require proline synthesis by PYCR1 for the deposition of pro-tumorigenic extracellular matrix. Nature Metabolism. 4: 693-710. PMID 35760868 DOI: 10.1038/s42255-022-00582-0  0.732
2022 Hernansaiz-Ballesteros R, Holland CH, Dugourd A, Saez-Rodriguez J. FUNKI: Interactive functional footprint-based analysis of omics data. Bioinformatics (Oxford, England). PMID 35134857 DOI: 10.1093/bioinformatics/btac055  0.305
2021 Gabor A, Tognetti M, Driessen A, Tanevski J, Guo B, Cao W, Shen H, Yu T, Chung V, Bodenmiller B, Saez-Rodriguez J. Cell-to-cell and type-to-type heterogeneity of signaling networks: insights from the crowd. Molecular Systems Biology. 17: e10402. PMID 34661974 DOI: 10.15252/msb.202110402  0.312
2021 Lone AM, Giansanti P, Jørgensen MJ, Gjerga E, Dugourd A, Scholten A, Saez-Rodriguez J, Heck AJR, Taskén K. Systems approach reveals distinct and shared signaling networks of the four PGE receptors in T cells. Science Signaling. 14: eabc8579. PMID 34609894 DOI: 10.1126/scisignal.abc8579  0.778
2021 Trairatphisan P, de Souza TM, Kleinjans J, Jennen D, Saez-Rodriguez J. Contextualization of causal regulatory networks from toxicogenomics data applied to drug-induced liver injury. Toxicology Letters. PMID 34229068 DOI: 10.1016/j.toxlet.2021.06.020  0.341
2021 Meyer P, Saez-Rodriguez J. Advances in systems biology modeling: 10 years of crowdsourcing DREAM challenges. Cell Systems. 12: 636-653. PMID 34139170 DOI: 10.1016/j.cels.2021.05.015  0.322
2021 Tognetti M, Gabor A, Yang M, Cappelletti V, Windhager J, Rueda OM, Charmpi K, Esmaeilishirazifard E, Bruna A, de Souza N, Caldas C, Beyer A, Picotti P, Saez-Rodriguez J, Bodenmiller B. Deciphering the signaling network of breast cancer improves drug sensitivity prediction. Cell Systems. PMID 33932331 DOI: 10.1016/j.cels.2021.04.002  0.322
2021 Mazein A, Rougny A, Karr JR, Saez-Rodriguez J, Ostaszewski M, Schneider R. Reusability and composability in process description maps: RAS-RAF-MEK-ERK signalling. Briefings in Bioinformatics. PMID 33834185 DOI: 10.1093/bib/bbab103  0.334
2021 Gjerga E, Dugourd A, Tobalina L, Sousa A, Saez-Rodriguez J. PHONEMeS: Efficient Modeling of Signaling Networks Derived from Large-Scale Mass Spectrometry Data. Journal of Proteome Research. PMID 33682416 DOI: 10.1021/acs.jproteome.0c00958  0.803
2021 Dugourd A, Kuppe C, Sciacovelli M, Gjerga E, Gabor A, Emdal KB, Vieira V, Bekker-Jensen DB, Kranz J, Bindels EMJ, Costa ASH, Sousa A, Beltrao P, Rocha M, Olsen JV, ... ... Saez-Rodriguez J, et al. Causal integration of multi-omics data with prior knowledge to generate mechanistic hypotheses. Molecular Systems Biology. 17: e9730. PMID 33502086 DOI: 10.15252/msb.20209730  0.789
2020 Yang M, Petralia F, Li Z, Li H, Ma W, Song X, Kim S, Lee H, Yu H, Lee B, Bae S, Heo E, Kaczmarczyk J, Stępniak P, Warchoł M, ... ... Saez-Rodriguez J, et al. Crowdsourced Assessment of the of Predictability of Cancer Protein and Phosphoprotein Levels from Genomics and Transcriptomics. Cell Systems. PMID 32710834 DOI: 10.1016/J.Cels.2020.06.013  0.352
2020 Touré V, Vercruysse S, Acencio ML, Lovering RC, Orchard S, Bradley G, Casals-Casas C, Chaouiya C, Del-Toro N, Flobak Å, Gaudet P, Hermjakob H, Hoyt CT, Licata L, Lægreid A, ... ... Saez-Rodriguez J, et al. The Minimum Information about a Molecular Interaction Causal Statement (MI2CAST). Bioinformatics (Oxford, England). PMID 32637990 DOI: 10.1093/Bioinformatics/Btaa622  0.331
2020 Gjerga E, Trairatphisan P, Gabor A, Koch H, Chevalier C, Ceccarelli F, Dugourd A, Mitsos A, Saez-Rodriguez J. Converting networks to predictive logic models from perturbation signalling data with CellNOpt. Bioinformatics (Oxford, England). PMID 32516357 DOI: 10.1093/Bioinformatics/Btaa561  0.806
2020 Najgebauer H, Yang M, Francies HE, Pacini C, Stronach EA, Garnett MJ, Saez-Rodriguez J, Iorio F. CELLector: Genomics-Guided Selection of Cancer In Vitro Models. Cell Systems. 10: 424-432.e6. PMID 32437684 DOI: 10.1016/J.Cels.2020.04.007  0.319
2020 Niarakis A, Kuiper M, Ostaszewski M, Malik Sheriff RS, Casals-Casas C, Thieffry D, Freeman TC, Thomas P, Touré V, Noël V, Stoll G, Saez-Rodriguez J, Naldi A, Oshurko E, Xenarios I, et al. Setting the basis of best practices and standards for curation and annotation of logical models in biology-highlights of the [BC]2 2019 CoLoMoTo/SysMod Workshop. Briefings in Bioinformatics. PMID 32313939 DOI: 10.1093/Bib/Bbaa046  0.413
2020 Eduati F, Jaaks P, Wappler J, Cramer T, Merten CA, Garnett MJ, Saez-Rodriguez J. Patient-specific logic models of signaling pathways from screenings on cancer biopsies to prioritize personalized combination therapies. Molecular Systems Biology. 16: e8664. PMID 32073727 DOI: 10.15252/msb.20188664  0.307
2020 Holland CH, Tanevski J, Perales-Patón J, Gleixner J, Kumar MP, Mereu E, Joughin BA, Stegle O, Lauffenburger DA, Heyn H, Szalai B, Saez-Rodriguez J. Robustness and applicability of transcription factor and pathway analysis tools on single-cell RNA-seq data. Genome Biology. 21: 36. PMID 32051003 DOI: 10.1186/S13059-020-1949-Z  0.322
2020 Ferreira S, Fisher C, Furlong LI, Laplanche L, Park BK, Pin C, Saez-Rodriguez J, Trairatphisan P. Quantitative Systems Toxicology Modeling To Address Key Safety Questions in Drug Development: A Focus of the TransQST Consortium. Chemical Research in Toxicology. PMID 31909603 DOI: 10.1021/Acs.Chemrestox.9B00499  0.328
2020 Saez-Rodriguez J, Gabor A, Tognett M, Tanevski J, Yu T, Chung V, Bletz J, Picotti P, Bodenmiller B. Single cell signaling in breast cancer DREAM Challenge 2019 F1000research. 8. DOI: 10.7490/F1000Research.1117781.1  0.319
2019 Dugourd A, Saez-Rodriguez J. Footprint-based functional analysis of multiomic data. Current Opinion in Systems Biology. 15: 82-90. PMID 32685770 DOI: 10.1016/J.Coisb.2019.04.002  0.385
2019 Ceccarelli F, Turei D, Gabor A, Saez-Rodriguez J. Bringing data from curated pathway resources to Cytoscape with OmniPath. Bioinformatics (Oxford, England). PMID 31886476 DOI: 10.1093/Bioinformatics/Btz968  0.425
2019 Rinschen MM, Palygin O, Guijas C, Palermo A, Palacio-Escat N, Domingo-Almenara X, Montenegro-Burke R, Saez-Rodriguez J, Staruschenko A, Siuzdak G. Metabolic rewiring of the hypertensive kidney. Science Signaling. 12. PMID 31822592 DOI: 10.1126/Scisignal.Aax9760  0.301
2019 Berndt N, Egners A, Mastrobuoni G, Vvedenskaya O, Fragoulis A, Dugourd A, Bulik S, Pietzke M, Bielow C, van Gassel R, Damink SWO, Erdem M, Saez-Rodriguez J, Holzhütter HG, Kempa S, et al. Kinetic modelling of quantitative proteome data predicts metabolic reprogramming of liver cancer. British Journal of Cancer. PMID 31819186 DOI: 10.1038/S41416-019-0659-3  0.323
2019 Guo T, Luna A, Rajapakse VN, Koh CC, Wu Z, Liu W, Sun Y, Gao H, Menden MP, Xu C, Calzone L, Martignetti L, Auwerx C, Buljan M, Banaei-Esfahani A, ... ... Saez-Rodriguez J, et al. Quantitative Proteome Landscape of the NCI-60 Cancer Cell Lines. Iscience. 21: 664-680. PMID 31733513 DOI: 10.1016/J.Isci.2019.10.059  0.36
2019 Liu A, Trairatphisan P, Gjerga E, Didangelos A, Barratt J, Saez-Rodriguez J. From expression footprints to causal pathways: contextualizing large signaling networks with CARNIVAL. Npj Systems Biology and Applications. 5: 40. PMID 31728204 DOI: 10.1038/s41540-019-0118-z  0.801
2019 Manica M, Oskooei A, Born J, Subramanian V, Saez-Rodriguez J, Rodríguez Martínez M. Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders. Molecular Pharmaceutics. PMID 31618586 DOI: 10.1021/Acs.Molpharmaceut.9B00520  0.352
2019 Arnol D, Schapiro D, Bodenmiller B, Saez-Rodriguez J, Stegle O. Modeling Cell-Cell Interactions from Spatial Molecular Data with Spatial Variance Component Analysis. Cell Reports. 29: 202-211.e6. PMID 31577949 DOI: 10.1016/J.Celrep.2019.08.077  0.323
2019 Szalai B, Subramanian V, Holland CH, Alföldi R, Puskás LG, Saez-Rodriguez J. Signatures of cell death and proliferation in perturbation transcriptomics data-from confounding factor to effective prediction. Nucleic Acids Research. PMID 31552418 DOI: 10.1093/Nar/Gkz805  0.342
2019 Holland CH, Szalai B, Saez-Rodriguez J. Transfer of regulatory knowledge from human to mouse for functional genomic analysis. Biochimica Et Biophysica Acta. Gene Regulatory Mechanisms. 194431. PMID 31525460 DOI: 10.1016/J.Bbagrm.2019.194431  0.355
2019 Ellrott K, Buchanan A, Creason A, Mason M, Schaffter T, Hoff B, Eddy J, Chilton JM, Yu T, Stuart JM, Saez-Rodriguez J, Stolovitzky G, Boutros PC, Guinney J. Reproducible biomedical benchmarking in the cloud: lessons from crowd-sourced data challenges. Genome Biology. 20: 195. PMID 31506093 DOI: 10.1186/S13059-019-1794-0  0.332
2019 Choobdar S, Ahsen ME, Crawford J, Tomasoni M, Fang T, Lamparter D, Lin J, Hescott B, Hu X, Mercer J, Natoli T, Narayan R, Subramanian A, Zhang JD, ... ... Saez-Rodriguez J, et al. Assessment of network module identification across complex diseases. Nature Methods. 16: 843-852. PMID 31471613 DOI: 10.1038/S41592-019-0509-5  0.424
2019 Schäfer A, Gjerga E, Welford RW, Renz I, Lehembre F, Groenen PM, Saez-Rodriguez J, Aebersold R, Gstaiger M. Elucidating essential kinases of endothelin signalling by logic modelling of phosphoproteomics data. Molecular Systems Biology. 15: e8828. PMID 31464372 DOI: 10.15252/Msb.20198828  0.785
2019 Garcia-Alonso L, Holland CH, Ibrahim MM, Turei D, Saez-Rodriguez J. Benchmark and integration of resources for the estimation of human transcription factor activities. Genome Research. PMID 31340985 DOI: 10.1101/Gr.240663.118  0.329
2019 Tang J, Gautam P, Gupta A, He L, Timonen S, Akimov Y, Wang W, Szwajda A, Jaiswal A, Turei D, Yadav B, Kankainen M, Saarela J, Saez-Rodriguez J, Wennerberg K, et al. Network pharmacology modeling identifies synergistic Aurora B and ZAK interaction in triple-negative breast cancer. Npj Systems Biology and Applications. 5: 20. PMID 31312514 DOI: 10.1038/s41540-019-0098-z  0.314
2019 Menden MP, Wang D, Mason MJ, Szalai B, Bulusu KC, Guan Y, Yu T, Kang J, Jeon M, Wolfinger R, Nguyen T, Zaslavskiy M, Jang IS, Ghazoui Z, ... ... Saez-Rodriguez J, et al. Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen. Nature Communications. 10: 2674. PMID 31209238 DOI: 10.1038/S41467-019-09799-2  0.335
2019 Lun XK, Szklarczyk D, Gábor A, Dobberstein N, Zanotelli VRT, Saez-Rodriguez J, von Mering C, Bodenmiller B. Analysis of the Human Kinome and Phosphatome by Mass Cytometry Reveals Overexpression-Induced Effects on Cancer-Related Signaling. Molecular Cell. PMID 31101498 DOI: 10.1016/J.Molcel.2019.04.021  0.42
2019 Picco G, Chen ED, Alonso LG, Behan FM, Gonçalves E, Bignell G, Matchan A, Fu B, Banerjee R, Anderson E, Butler A, Benes CH, McDermott U, Dow D, Iorio F, ... ... Saez-Rodriguez J, et al. Functional linkage of gene fusions to cancer cell fitness assessed by pharmacological and CRISPR-Cas9 screening. Nature Communications. 10: 2198. PMID 31097696 DOI: 10.1038/S41467-019-09940-1  0.339
2019 Sale MJ, Balmanno K, Saxena J, Ozono E, Wojdyla K, McIntyre RE, Gilley R, Woroniuk A, Howarth KD, Hughes G, Dry JR, Arends MJ, Caro P, Oxley D, Ashton S, ... ... Saez-Rodriguez J, et al. MEK1/2 inhibitor withdrawal reverses acquired resistance driven by BRAF amplification whereas KRAS amplification promotes EMT-chemoresistance. Nature Communications. 10: 2030. PMID 31048689 DOI: 10.1038/S41467-019-09438-W  0.303
2019 Kotelnikova E, Kiani NA, Messinis D, Pertsovskaya I, Pliaka V, Bernardo-Faura M, Rinas M, Vila G, Zubizarreta I, Pulido-Valdeolivas I, Sakellaropoulos T, Faigle W, Silberberg G, Masso M, Stridh P, ... ... Saez-Rodriguez J, et al. MAPK pathway and B cells overactivation in multiple sclerosis revealed by phosphoproteomics and genomic analysis. Proceedings of the National Academy of Sciences of the United States of America. PMID 31004050 DOI: 10.1073/Pnas.1818347116  0.305
2019 Saez-Rodriguez J, Rinschen MM, Floege J, Kramann R. Big science and big data in nephrology. Kidney International. PMID 30982672 DOI: 10.1016/J.Kint.2018.11.048  0.307
2019 Behan FM, Iorio F, Picco G, Gonçalves E, Beaver CM, Migliardi G, Santos R, Rao Y, Sassi F, Pinnelli M, Ansari R, Harper S, Jackson DA, McRae R, Pooley R, ... ... Saez-Rodriguez J, et al. Prioritization of cancer therapeutic targets using CRISPR-Cas9 screens. Nature. PMID 30971826 DOI: 10.1038/S41586-019-1103-9  0.32
2019 Gjerga E, Trairatphisan P, Gabor A, Saez-Rodriguez J. Literature and data-driven based inference of signalling interactions using time-course data Ifac-Papersonline. 52: 52-57. DOI: 10.1016/J.Ifacol.2019.12.235  0.508
2019 González P, Argüeso-Alejandro P, Penas DR, Pardo XC, Saez-Rodriguez J, Banga JR, Doallo R. Hybrid parallel multimethod hyperheuristic for mixed-integer dynamic optimization problems in computational systems biology The Journal of Supercomputing. 75: 3471-3498. DOI: 10.1007/S11227-019-02871-0  0.301
2018 Kalamara A, Tobalina L, Saez-Rodriguez J. How to find the right drug for each patient? Advances and challenges in pharmacogenomics. Current Opinion in Systems Biology. 10: 53-62. PMID 31763498 DOI: 10.1016/J.Coisb.2018.07.001  0.355
2018 Späth MR, Bartram MP, Palacio-Escat N, Hoyer KJR, Debes C, Demir F, Schroeter CB, Mandel AM, Grundmann F, Ciarimboli G, Beyer A, Kizhakkedathu JN, Brodesser S, Göbel H, Becker JU, ... ... Saez-Rodriguez J, et al. The proteome microenvironment determines the protective effect of preconditioning in cisplatin-induced acute kidney injury. Kidney International. PMID 30522767 DOI: 10.1016/J.Kint.2018.08.037  0.3
2018 Souza T, Trairatphisan P, Piñero J, Furlong LI, Saez-Rodriguez J, Kleinjans J, Jennen D. Embracing the Dark Side: Computational Approaches to Unveil the Functionality of Genes Lacking Biological Annotation in Drug-Induced Liver Injury. Frontiers in Genetics. 9: 527. PMID 30515189 DOI: 10.3389/Fgene.2018.00527  0.334
2018 Razzaq M, Paulevé L, Siegel A, Saez-Rodriguez J, Bourdon J, Guziolowski C. Computational discovery of dynamic cell line specific Boolean Networks from multiplex time-course data. Plos Computational Biology. 14: e1006538. PMID 30372442 DOI: 10.1371/Journal.Pcbi.1006538  0.526
2018 Eduati F, Utharala R, Madhavan D, Neumann UP, Longerich T, Cramer T, Saez-Rodriguez J, Merten CA. A microfluidics platform for combinatorial drug screening on cancer biopsies. Nature Communications. 9: 2434. PMID 29934552 DOI: 10.1038/S41467-018-04919-W  0.31
2018 Yang M, Simm J, Lam CC, Zakeri P, van Westen GJP, Moreau Y, Saez-Rodriguez J. Linking drug target and pathway activation for effective therapy using multi-task learning. Scientific Reports. 8: 8322. PMID 29844324 DOI: 10.1038/S41598-018-25947-Y  0.35
2018 Guinney J, Saez-Rodriguez J. Alternative models for sharing confidential biomedical data. Nature Biotechnology. 36: 391-392. PMID 29734317 DOI: 10.1038/Nbt.4128  0.331
2018 Iorio F, Garcia-Alonso L, Brammeld JS, Martincorena I, Wille DR, McDermott U, Saez-Rodriguez J. Pathway-based dissection of the genomic heterogeneity of cancer hallmarks' acquisition with SLAPenrich. Scientific Reports. 8: 6713. PMID 29713020 DOI: 10.1038/S41598-018-25076-6  0.348
2018 Apweiler R, Beissbarth T, Berthold MR, Blüthgen N, Burmeister Y, Dammann O, Deutsch A, Feuerhake F, Franke A, Hasenauer J, Hoffmann S, Höfer T, Jansen PL, Kaderali L, Klingmüller U, ... ... Saez-Rodriguez J, et al. Whither systems medicine? Experimental & Molecular Medicine. 50: e453. PMID 29497170 DOI: 10.1038/Emm.2017.290  0.317
2018 Wirbel J, Cutillas P, Saez-Rodriguez J. Phosphoproteomics-Based Profiling of Kinase Activities in Cancer Cells. Methods in Molecular Biology (Clifton, N.J.). 1711: 103-132. PMID 29344887 DOI: 10.1007/978-1-4939-7493-1_6  0.328
2018 Schubert M, Klinger B, Klünemann M, Sieber A, Uhlitz F, Sauer S, Garnett MJ, Blüthgen N, Saez-Rodriguez J. Perturbation-response genes reveal signaling footprints in cancer gene expression. Nature Communications. 9: 20. PMID 29295995 DOI: 10.1038/S41467-017-02391-6  0.384
2018 Hadizadeh Esfahani A, Sverchkova A, Saez-Rodriguez J, Schuppert AA, Brehme M. A systematic atlas of chaperome deregulation topologies across the human cancer landscape. Plos Computational Biology. 14: e1005890. PMID 29293508 DOI: 10.1371/Journal.Pcbi.1005890  0.408
2017 Garcia-Alonso LM, Iorio F, Matchan A, Fonseca NA, Jaaks P, Peat G, Pignatelli M, Falcone F, Benes CH, Dunham I, Bignell GR, McDade S, Garnett MJ, Saez-Rodriguez J. Transcription factor activities enhance markers of drug sensitivity in cancer. Cancer Research. PMID 29229604 DOI: 10.1158/0008-5472.Can-17-1679  0.329
2017 Blattmann P, Henriques D, Zimmermann M, Frommelt F, Sauer U, Saez-Rodriguez J, Aebersold R. Systems Pharmacology Dissection of Cholesterol Regulation Reveals Determinants of Large Pharmacodynamic Variability between Cell Lines. Cell Systems. PMID 29226804 DOI: 10.1016/J.Cels.2017.11.002  0.342
2017 Gonçalves E, Sciacovelli M, Costa ASH, Tran MGB, Johnson TI, Machado D, Frezza C, Saez-Rodriguez J. Post-translational regulation of metabolism in fumarate hydratase deficient cancer cells. Metabolic Engineering. PMID 29191787 DOI: 10.1016/J.Ymben.2017.11.011  0.342
2017 Cokelaer T, Chen E, Iorio F, Menden MP, Lightfoot H, Saez-Rodriguez J, Garnett MJ. GDSCTools for Mining Pharmacogenomic Interactions in Cancer. Bioinformatics (Oxford, England). PMID 29186349 DOI: 10.1093/Bioinformatics/Btx744  0.322
2017 Gonçalves E, Fragoulis A, Garcia-Alonso L, Cramer T, Saez-Rodriguez J, Beltrao P. Widespread Post-transcriptional Attenuation of Genomic Copy-Number Variation in Cancer. Cell Systems. PMID 29032074 DOI: 10.1016/J.Cels.2017.08.013  0.317
2017 Roumeliotis TI, Williams SP, Gonçalves E, Alsinet C, Del Castillo Velasco-Herrera M, Aben N, Ghavidel FZ, Michaut M, Schubert M, Price S, Wright JC, Yu L, Yang M, Dienstmann R, Guinney J, ... ... Saez-Rodriguez J, et al. Genomic Determinants of Protein Abundance Variation in Colorectal Cancer Cells. Cell Reports. 20: 2201-2214. PMID 28854368 DOI: 10.1016/J.Celrep.2017.08.010  0.388
2017 Eduati F, Doldàn-Martelli V, Klinger B, Cokelaer T, Sieber A, Kogera F, Dorel M, Garnett MJ, Blüthgen N, Saez-Rodriguez J. Drug Resistance Mechanisms in Colorectal Cancer Dissected with Cell Type-Specific Dynamic Logic Models. Cancer Research. 77: 3364-3375. PMID 28381545 DOI: 10.1158/0008-5472.Can-17-0078  0.427
2017 Hernandez-Armenta C, Ochoa D, Gonçalves E, Saez-Rodriguez J, Beltrao P. Benchmarking substrate-based kinase activity inference using phosphoproteomic data. Bioinformatics (Oxford, England). PMID 28200105 DOI: 10.1093/Bioinformatics/Btx082  0.33
2017 Henriques D, Villaverde AF, Rocha M, Saez-Rodriguez J, Banga JR. Data-driven reverse engineering of signaling pathways using ensembles of dynamic models. Plos Computational Biology. 13: e1005379. PMID 28166222 DOI: 10.1371/Journal.Pcbi.1005379  0.471
2017 Gonçalves E, Raguz Nakic Z, Zampieri M, Wagih O, Ochoa D, Sauer U, Beltrao P, Saez-Rodriguez J. Systematic Analysis of Transcriptional and Post-transcriptional Regulation of Metabolism in Yeast. Plos Computational Biology. 13: e1005297. PMID 28072816 DOI: 10.1371/Journal.Pcbi.1005297  0.363
2017 Videla S, Saez-Rodriguez J, Guziolowski C, Siegel A. caspo: a toolbox for automated reasoning on the response of logical signaling networks families. Bioinformatics (Oxford, England). PMID 28065903 DOI: 10.1093/Bioinformatics/Btw738  0.375
2017 Iorio F, Knijnenburg T, vis D, Bignell G, Menden M, Wessels L, Saez-Rodriguez J, McDermott U, Garnett M. Abstract A44: A landscape of pharmacogenomic interactions in cancer Clinical Cancer Research. 23. DOI: 10.1158/1557-3265.Pmccavuln16-A44  0.337
2016 Iorio F, Bernardo-Faura M, Gobbi A, Cokelaer T, Jurman G, Saez-Rodriguez J. Efficient randomization of biological networks while preserving functional characterization of individual nodes. Bmc Bioinformatics. 17: 542. PMID 27998275 DOI: 10.1186/S12859-016-1402-1  0.421
2016 Mateo F, Arenas EJ, Aguilar H, Serra-Musach J, de Garibay GR, Boni J, Maicas M, Du S, Iorio F, Herranz-Ors C, Islam A, Prado X, Llorente A, Petit A, Vidal A, ... ... Saez-Rodriguez J, et al. Stem cell-like transcriptional reprogramming mediates metastatic resistance to mTOR inhibition. Oncogene. PMID 27991928 DOI: 10.1038/Onc.2016.427  0.32
2016 Türei D, Korcsmáros T, Saez-Rodriguez J. OmniPath: guidelines and gateway for literature-curated signaling pathway resources. Nature Methods. 13: 966-967. PMID 27898060 DOI: 10.1038/Nmeth.4077  0.353
2016 Dry JR, Yang M, Saez-Rodriguez J. Looking beyond the cancer cell for effective drug combinations. Genome Medicine. 8: 125. PMID 27887656 DOI: 10.1186/S13073-016-0379-8  0.352
2016 Saez-Rodriguez J, Costello JC, Friend SH, Kellen MR, Mangravite L, Meyer P, Norman T, Stolovitzky G. Crowdsourcing biomedical research: leveraging communities as innovation engines. Nature Reviews. Genetics. 17: 470-86. PMID 27418159 DOI: 10.1038/Nrg.2016.69  0.305
2016 Iorio F, Knijnenburg TA, Vis DJ, Bignell GR, Menden MP, Schubert M, Aben N, Gonçalves E, Barthorpe S, Lightfoot H, Cokelaer T, Greninger P, van Dyk E, Chang H, de Silva H, ... ... Saez-Rodriguez J, et al. A Landscape of Pharmacogenomic Interactions in Cancer. Cell. PMID 27397505 DOI: 10.1016/J.Cell.2016.06.017  0.344
2016 Abou-Jaoudé W, Traynard P, Monteiro PT, Saez-Rodriguez J, Helikar T, Thieffry D, Chaouiya C. Logical Modeling and Dynamical Analysis of Cellular Networks. Frontiers in Genetics. 7: 94. PMID 27303434 DOI: 10.3389/Fgene.2016.00094  0.491
2016 Kibble M, Khan SA, Saarinen N, Iorio F, Saez-Rodriguez J, Mäkelä S, Aittokallio T. Transcriptional response networks for elucidating mechanisms of action of multitargeted agents. Drug Discovery Today. PMID 26979547 DOI: 10.1016/J.Drudis.2016.03.001  0.422
2016 Hill SM, Heiser LM, Cokelaer T, Unger M, Nesser NK, Carlin DE, Zhang Y, Sokolov A, Paull EO, Wong CK, Graim K, Bivol A, Wang H, Zhu F, Afsari B, ... ... Saez-Rodriguez J, et al. Inferring causal molecular networks: empirical assessment through a community-based effort. Nature Methods. PMID 26901648 DOI: 10.1038/Nmeth.3773  0.46
2016 Kulbe H, Iorio F, Chakravarty P, Milagre CS, Moore R, Thompson RG, Everitt G, Canosa M, Montoya A, Drygin D, Braicu I, Sehouli J, Saez-Rodriguez J, Cutillas PR, Balkwill FR. Integrated transcriptomic and proteomic analysis identifies protein kinase CK2 as a key signaling node in an inflammatory cytokine network in ovarian cancer cells. Oncotarget. PMID 26871292 DOI: 10.18632/Oncotarget.7255  0.463
2015 Rohwer N, Bindel F, Grimm C, Lin SJ, Wappler J, Klinger B, Blüthgen N, Du Bois I, Schmeck B, Lehrach H, de Graauw M, Goncalves E, Saez-Rodriguez J, Tan P, Grabsch HI, et al. Annexin A1 sustains tumor metabolism and cellular proliferation upon stable loss of HIF1A. Oncotarget. PMID 26760764 DOI: 10.18632/Oncotarget.6793  0.31
2015 Stransky N, Ghandi M, Kryukov GV, Garraway LA, Lehár J, Liu M, Sonkin D, Kauffmann A, Venkatesan K, Edelman EJ, Riester M, Barretina J, Caponigro G, Schlegel R, Sellers WR, ... ... Saez-Rodriguez J, et al. Pharmacogenomic agreement between two cancer cell line data sets Nature. 528: 84-87. PMID 26570998 DOI: 10.1038/Nature15736  0.309
2015 Thiele S, Cerone L, Saez-Rodriguez J, Siegel A, Guziołowski C, Klamt S. Extended notions of sign consistency to relate experimental data to signaling and regulatory network topologies. Bmc Bioinformatics. 16: 345. PMID 26510976 DOI: 10.1186/S12859-015-0733-7  0.689
2015 Iorio F, Shrestha RL, Levin N, Boilot V, Garnett MJ, Saez-Rodriguez J, Draviam VM. A Semi-Supervised Approach for Refining Transcriptional Signatures of Drug Response and Repositioning Predictions. Plos One. 10: e0139446. PMID 26452147 DOI: 10.1371/Journal.Pone.0139446  0.337
2015 Videla S, Konokotina I, Alexopoulos LG, Saez-Rodriguez J, Schaub T, Siegel A, Guziolowski C. Designing Experiments to Discriminate Families of Logic Models. Frontiers in Bioengineering and Biotechnology. 3: 131. PMID 26389116 DOI: 10.3389/Fbioe.2015.00131  0.409
2015 Terfve CD, Wilkes EH, Casado P, Cutillas PR, Saez-Rodriguez J. Large-scale models of signal propagation in human cells derived from discovery phosphoproteomic data. Nature Communications. 6: 8033. PMID 26354681 DOI: 10.1038/Ncomms9033  0.437
2015 Saez-Rodriguez J, MacNamara A, Cook S. Modeling Signaling Networks to Advance New Cancer Therapies. Annual Review of Biomedical Engineering. PMID 26274601 DOI: 10.1146/Annurev-Bioeng-071813-104927  0.504
2015 Hatzimanikatis V, Saez-Rodriguez J. Integrative approaches for signalling and metabolic networks. Integrative Biology : Quantitative Biosciences From Nano to Macro. 7: 844-5. PMID 26198436 DOI: 10.1039/C5Ib90030A  0.4
2015 Wilkes EH, Terfve C, Gribben JG, Saez-Rodriguez J, Cutillas PR. Empirical inference of circuitry and plasticity in a kinase signaling network. Proceedings of the National Academy of Sciences of the United States of America. 112: 7719-24. PMID 26060313 DOI: 10.1073/Pnas.1423344112  0.488
2015 MacNamara A, Stein F, Feng S, Schultz C, Saez-Rodriguez J. A single-cell model of PIP3 dynamics using chemical dimerization. Bioorganic & Medicinal Chemistry. 23: 2868-76. PMID 26004322 DOI: 10.1016/J.Bmc.2015.04.074  0.41
2015 Henriques D, Rocha M, Saez-Rodriguez J, Banga JR. Reverse engineering of logic-based differential equation models using a mixed-integer dynamic optimization approach. Bioinformatics (Oxford, England). PMID 26002881 DOI: 10.1093/Bioinformatics/Btv314  0.354
2015 van de Wetering M, Francies HE, Francis JM, Bounova G, Iorio F, Pronk A, van Houdt W, van Gorp J, Taylor-Weiner A, Kester L, McLaren-Douglas A, Blokker J, Jaksani S, Bartfeld S, Volckman R, ... ... Saez-Rodriguez J, et al. Prospective derivation of a living organoid biobank of colorectal cancer patients. Cell. 161: 933-45. PMID 25957691 DOI: 10.1016/J.Cell.2015.03.053  0.301
2015 Melas IN, Sakellaropoulos T, Iorio F, Alexopoulos LG, Loh WY, Lauffenburger DA, Saez-Rodriguez J, Bai JP. Identification of drug-specific pathways based on gene expression data: application to drug induced lung injury. Integrative Biology : Quantitative Biosciences From Nano to Macro. PMID 25932872 DOI: 10.1039/C4Ib00294F  0.466
2015 Villaverde AF, Henriques D, Smallbone K, Bongard S, Schmid J, Cicin-Sain D, Crombach A, Saez-Rodriguez J, Mauch K, Balsa-Canto E, Mendes P, Jaeger J, Banga JR. BioPreDyn-bench: a suite of benchmark problems for dynamic modelling in systems biology. Bmc Systems Biology. 9: 8. PMID 25880925 DOI: 10.1186/S12918-015-0144-4  0.367
2015 Naldi A, Monteiro PT, Müssel C, Kestler HA, Thieffry D, Xenarios I, Saez-Rodriguez J, Helikar T, Chaouiya C. Cooperative development of logical modelling standards and tools with CoLoMoTo. Bioinformatics (Oxford, England). 31: 1154-9. PMID 25619997 DOI: 10.1093/Bioinformatics/Btv013  0.442
2015 Kotelnikova E, Bernardo-Faura M, Silberberg G, Kiani NA, Messinis D, Melas IN, Artigas L, Schwartz E, Mazo I, Masso M, Alexopoulos LG, Mas JM, Olsson T, Tegner J, Martin R, ... ... Saez-Rodriguez J, et al. Signaling networks in MS: a systems-based approach to developing new pharmacological therapies. Multiple Sclerosis (Houndmills, Basingstoke, England). 21: 138-46. PMID 25112814 DOI: 10.1177/1352458514543339  0.401
2015 Tzelepis K, Koike-Yusa H, De Braekeleer E, Li Y, Metzakopian E, Dovey OM, Mupo A, Grinkevich V, Mazan MM, Gozdecka M, Cooper JL, Patel M, McKerrell TDH, Chen B, Ponstingl H, ... ... Saez-Rodriguez J, et al. A Crispr/Cas9 Drop-out Screen Identifies Genome-Wide Genetic Valnerubilities in Acute Myeloid Leukaemia Blood. 126: 554-554. DOI: 10.1182/Blood.V126.23.554.554  0.315
2015 Videla S, Guziolowski C, Eduati F, Thiele S, Gebser M, Nicolas J, Saez-Rodriguez J, Schaub T, Siegel A. Learning Boolean logic models of signaling networks with ASP Theoretical Computer Science. 599: 79-101. DOI: 10.1016/J.Tcs.2014.06.022  0.463
2014 Vaga S, Bernardo-Faura M, Cokelaer T, Maiolica A, Barnes CA, Gillet LC, Hegemann B, van Drogen F, Sharifian H, Klipp E, Peter M, Saez-Rodriguez J, Aebersold R. Phosphoproteomic analyses reveal novel cross-modulation mechanisms between two signaling pathways in yeast. Molecular Systems Biology. 10: 767. PMID 25492886 DOI: 10.15252/Msb.20145112  0.406
2014 Weiss MS, Peñalver Bernabé B, Shin S, Asztalos S, Dubbury SJ, Mui MD, Bellis AD, Bluver D, Tonetti DA, Saez-Rodriguez J, Broadbelt LJ, Jeruss JS, Shea LD. Dynamic transcription factor activity and networks during ErbB2 breast oncogenesis and targeted therapy. Integrative Biology : Quantitative Biosciences From Nano to Macro. 6: 1170-82. PMID 25303361 DOI: 10.1039/C4Ib00086B  0.38
2014 Gobbi A, Iorio F, Dawson KJ, Wedge DC, Tamborero D, Alexandrov LB, Lopez-Bigas N, Garnett MJ, Jurman G, Saez-Rodriguez J. Fast randomization of large genomic datasets while preserving alteration counts. Bioinformatics (Oxford, England). 30: i617-23. PMID 25161255 DOI: 10.1093/Bioinformatics/Btu474  0.405
2014 Ryll A, Bucher J, Bonin A, Bongard S, Gonçalves E, Saez-Rodriguez J, Niklas J, Klamt S. A model integration approach linking signalling and gene-regulatory logic with kinetic metabolic models. Bio Systems. 124: 26-38. PMID 25063553 DOI: 10.1016/J.Biosystems.2014.07.002  0.683
2014 Feng S, Laketa V, Stein F, Rutkowska A, MacNamara A, Depner S, Klingmüller U, Saez-Rodriguez J, Schultz C. A rapidly reversible chemical dimerizer system to study lipid signaling in living cells. Angewandte Chemie (International Ed. in English). 53: 6720-3. PMID 24841150 DOI: 10.1002/Anie.201402294  0.317
2014 Meyer P, Cokelaer T, Chandran D, Kim KH, Loh PR, Tucker G, Lipson M, Berger B, Kreutz C, Raue A, Steiert B, Timmer J, Bilal E, Dream Six and Seven Parameter Estimation Consortium, Sauro HM, ... ... Saez-Rodriguez J, et al. Network topology and parameter estimation: from experimental design methods to gene regulatory network kinetics using a community based approach. Bmc Systems Biology. 8: 13. PMID 24507381 DOI: 10.1186/1752-0509-8-13  0.422
2013 Iorio F, Saez-Rodriguez J, di Bernardo D. Network based elucidation of drug response: from modulators to targets. Bmc Systems Biology. 7: 139. PMID 24330611 DOI: 10.1186/1752-0509-7-139  0.428
2013 Chaouiya C, Bérenguier D, Keating SM, Naldi A, van Iersel MP, Rodriguez N, Dräger A, Büchel F, Cokelaer T, Kowal B, Wicks B, Gonçalves E, Dorier J, Page M, Monteiro PT, ... ... Saez-Rodriguez J, et al. SBML qualitative models: a model representation format and infrastructure to foster interactions between qualitative modelling formalisms and tools. Bmc Systems Biology. 7: 135. PMID 24321545 DOI: 10.1186/1752-0509-7-135  0.689
2013 Büchel F, Rodriguez N, Swainston N, Wrzodek C, Czauderna T, Keller R, Mittag F, Schubert M, Glont M, Golebiewski M, van Iersel M, Keating S, Rall M, Wybrow M, Hermjakob H, ... ... Saez-Rodriguez J, et al. Path2Models: large-scale generation of computational models from biochemical pathway maps. Bmc Systems Biology. 7: 116. PMID 24180668 DOI: 10.1186/1752-0509-7-116  0.387
2013 Guziolowski C, Videla S, Eduati F, Thiele S, Cokelaer T, Siegel A, Saez-Rodriguez J. Exhaustively characterizing feasible logic models of a signaling network using Answer Set Programming. Bioinformatics (Oxford, England). 29: 2320-6. PMID 23853063 DOI: 10.1093/Bioinformatics/Btt393  0.471
2013 MacNamara A, Henriques D, Saez-Rodriguez J. Modeling signaling networks with different formalisms: a preview. Methods in Molecular Biology (Clifton, N.J.). 1021: 89-105. PMID 23715981 DOI: 10.1007/978-1-62703-450-0_5  0.514
2013 Menden MP, Iorio F, Garnett M, McDermott U, Benes CH, Ballester PJ, Saez-Rodriguez J. Machine learning prediction of cancer cell sensitivity to drugs based on genomic and chemical properties. Plos One. 8: e61318. PMID 23646105 DOI: 10.1371/Journal.Pone.0061318  0.329
2013 Casado P, Alcolea MP, Iorio F, Rodríguez-Prados JC, Vanhaesebroeck B, Saez-Rodriguez J, Joel S, Cutillas PR. Phosphoproteomics data classify hematological cancer cell lines according to tumor type and sensitivity to kinase inhibitors. Genome Biology. 14: R37. PMID 23628362 DOI: 10.1186/Gb-2013-14-4-R37  0.312
2013 Gonçalves E, Bucher J, Ryll A, Niklas J, Mauch K, Klamt S, Rocha M, Saez-Rodriguez J. Bridging the layers: towards integration of signal transduction, regulation and metabolism into mathematical models. Molecular Biosystems. 9: 1576-83. PMID 23525368 DOI: 10.1039/C3Mb25489E  0.662
2013 Weirauch MT, Cote A, Norel R, Annala M, Zhao Y, Riley TR, Saez-Rodriguez J, Cokelaer T, Vedenko A, Talukder S, Bussemaker HJ, Morris QD, Bulyk ML, Stolovitzky G, et al. Evaluation of methods for modeling transcription factor sequence specificity. Nature Biotechnology. 31: 126-34. PMID 23354101 DOI: 10.1038/Nbt.2486  0.321
2013 Gonçalves E, van Iersel M, Saez-Rodriguez J. CySBGN: a Cytoscape plug-in to integrate SBGN maps. Bmc Bioinformatics. 14: 17. PMID 23324051 DOI: 10.1186/1471-2105-14-17  0.417
2013 Morris MK, Melas I, Saez-Rodriguez J. Construction of cell type-specific logic models of signaling networks using CellNOpt. Methods in Molecular Biology (Clifton, N.J.). 930: 179-214. PMID 23086842 DOI: 10.1007/978-1-62703-059-5_8  0.526
2013 Iorio F, Rittman T, Ge H, Menden M, Saez-Rodriguez J. Transcriptional data: a new gateway to drug repositioning? Drug Discovery Today. 18: 350-7. PMID 22897878 DOI: 10.1016/J.Drudis.2012.07.014  0.304
2012 Mitsos A, Melas IN, Morris MK, Saez-Rodriguez J, Lauffenburger DA, Alexopoulos LG. Non Linear Programming (NLP) formulation for quantitative modeling of protein signal transduction pathways. Plos One. 7: e50085. PMID 23226239 DOI: 10.1371/Journal.Pone.0050085  0.443
2012 Terfve C, Cokelaer T, Henriques D, MacNamara A, Goncalves E, Morris MK, van Iersel M, Lauffenburger DA, Saez-Rodriguez J. CellNOptR: a flexible toolkit to train protein signaling networks to data using multiple logic formalisms. Bmc Systems Biology. 6: 133. PMID 23079107 DOI: 10.1186/1752-0509-6-133  0.525
2012 Sacco F, Gherardini PF, Paoluzi S, Saez-Rodriguez J, Helmer-Citterich M, Ragnini-Wilson A, Castagnoli L, Cesareni G. Mapping the human phosphatome on growth pathways. Molecular Systems Biology. 8: 603. PMID 22893001 DOI: 10.1038/Msb.2012.36  0.423
2012 MacNamara A, Terfve C, Henriques D, Bernabé BP, Saez-Rodriguez J. State-time spectrum of signal transduction logic models. Physical Biology. 9: 045003. PMID 22871648 DOI: 10.1088/1478-3975/9/4/045003  0.454
2012 Serra-Musach J, Aguilar H, Iorio F, Comellas F, Berenguer A, Brunet J, Saez-Rodriguez J, Pujana MA. Cancer develops, progresses and responds to therapies through restricted perturbation of the protein-protein interaction network. Integrative Biology : Quantitative Biosciences From Nano to Macro. 4: 1038-48. PMID 22806580 DOI: 10.1039/C2Ib20052J  0.407
2012 Eduati F, De Las Rivas J, Di Camillo B, Toffolo G, Saez-Rodriguez J. Integrating literature-constrained and data-driven inference of signalling networks. Bioinformatics (Oxford, England). 28: 2311-7. PMID 22734019 DOI: 10.1093/Bioinformatics/Bts363  0.471
2012 Kirouac DC, Saez-Rodriguez J, Swantek J, Burke JM, Lauffenburger DA, Sorger PK. Creating and analyzing pathway and protein interaction compendia for modelling signal transduction networks. Bmc Systems Biology. 6: 29. PMID 22548703 DOI: 10.1186/1752-0509-6-29  0.519
2012 Garnett MJ, Edelman EJ, Heidorn SJ, Greenman CD, Dastur A, Lau KW, Greninger P, Thompson IR, Luo X, Soares J, Liu Q, Iorio F, Surdez D, Chen L, Milano RJ, ... ... Saez-Rodriguez J, et al. Systematic identification of genomic markers of drug sensitivity in cancer cells. Nature. 483: 570-5. PMID 22460902 DOI: 10.1038/Nature11005  0.32
2012 Terfve C, Saez-Rodriguez J. Modeling signaling networks using high-throughput phospho-proteomics. Advances in Experimental Medicine and Biology. 736: 19-57. PMID 22161321 DOI: 10.1007/978-1-4419-7210-1_2  0.502
2012 Gherardini P, Sacco F, Paoluzi S, Saez-Rodriguez J, Helmer-Citterich M, Ragnini-Wilson A, Castagnoli L, Cesareni G. A combined computational/experimental strategy to map phosphatases on growth pathways Embnet.Journal. 18: 28. DOI: 10.14806/Ej.18.A.395  0.455
2012 Kulbe H, Chakravarty P, Moore R, Iorio F, Montoya A, Saez-Rodriguez J, Cutillas P, Balkwill F. Abstract 49: Targeting the TNF network in human ovarian cancer - A systems biology approach Cancer Research. 72: 49-49. DOI: 10.1158/1538-7445.Am2012-49  0.451
2011 Prill RJ, Saez-Rodriguez J, Alexopoulos LG, Sorger PK, Stolovitzky G. Crowdsourcing network inference: the DREAM predictive signaling network challenge. Science Signaling. 4: mr7. PMID 21900204 DOI: 10.1126/Scisignal.2002212  0.47
2011 Saez-Rodriguez J, Alexopoulos LG, Zhang M, Morris MK, Lauffenburger DA, Sorger PK. Comparing signaling networks between normal and transformed hepatocytes using discrete logical models. Cancer Research. 71: 5400-11. PMID 21742771 DOI: 10.1158/0008-5472.Can-10-4453  0.517
2011 Morris MK, Saez-Rodriguez J, Clarke DC, Sorger PK, Lauffenburger DA. Training signaling pathway maps to biochemical data with constrained fuzzy logic: quantitative analysis of liver cell responses to inflammatory stimuli. Plos Computational Biology. 7: e1001099. PMID 21408212 DOI: 10.1371/Journal.Pcbi.1001099  0.45
2011 Saez-Rodriguez J, Alexopoulos LG, Stolovitzky G. Setting the standards for signal transduction research. Science Signaling. 4: pe10. PMID 21325202 DOI: 10.1126/Scisignal.2001844  0.432
2010 Alexopoulos LG, Melas IN, Chairakaki AD, Saez-Rodriguez J, Mitsos A. Construction of signaling pathways and identification of drug effects on the liver cancer cell HepG2. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6717-20. PMID 21096084 DOI: 10.1109/IEMBS.2010.5626246  0.345
2010 Alexopoulos LG, Saez-Rodriguez J, Cosgrove BD, Lauffenburger DA, Sorger PK. Networks inferred from biochemical data reveal profound differences in toll-like receptor and inflammatory signaling between normal and transformed hepatocytes. Molecular & Cellular Proteomics : McP. 9: 1849-65. PMID 20460255 DOI: 10.1074/Mcp.M110.000406  0.45
2010 Morris MK, Saez-Rodriguez J, Sorger PK, Lauffenburger DA. Logic-based models for the analysis of cell signaling networks. Biochemistry. 49: 3216-24. PMID 20225868 DOI: 10.1021/Bi902202Q  0.512
2010 Prill RJ, Marbach D, Saez-Rodriguez J, Sorger PK, Alexopoulos LG, Xue X, Clarke ND, Altan-Bonnet G, Stolovitzky G. Towards a rigorous assessment of systems biology models: the DREAM3 challenges. Plos One. 5: e9202. PMID 20186320 DOI: 10.1371/Journal.Pone.0009202  0.41
2009 Mitsos A, Melas IN, Siminelakis P, Chairakaki AD, Saez-Rodriguez J, Alexopoulos LG. Identifying drug effects via pathway alterations using an integer linear programming optimization formulation on phosphoproteomic data. Plos Computational Biology. 5: e1000591. PMID 19997482 DOI: 10.1371/Journal.Pcbi.1000591  0.375
2009 Saez-Rodriguez J, Alexopoulos LG, Epperlein J, Samaga R, Lauffenburger DA, Klamt S, Sorger PK. Discrete logic modelling as a means to link protein signalling networks with functional analysis of mammalian signal transduction. Molecular Systems Biology. 5: 331. PMID 19953085 DOI: 10.1038/Msb.2009.87  0.723
2009 Wittmann DM, Krumsiek J, Saez-Rodriguez J, Lauffenburger DA, Klamt S, Theis FJ. Transforming Boolean models to continuous models: methodology and application to T-cell receptor signaling. Bmc Systems Biology. 3: 98. PMID 19785753 DOI: 10.1186/1752-0509-3-98  0.677
2009 Samaga R, Saez-Rodriguez J, Alexopoulos LG, Sorger PK, Klamt S. The logic of EGFR/ErbB signaling: theoretical properties and analysis of high-throughput data. Plos Computational Biology. 5: e1000438. PMID 19662154 DOI: 10.1371/Journal.Pcbi.1000438  0.709
2009 Aldridge BB, Saez-Rodriguez J, Muhlich JL, Sorger PK, Lauffenburger DA. Fuzzy logic analysis of kinase pathway crosstalk in TNF/EGF/insulin-induced signaling. Plos Computational Biology. 5: e1000340. PMID 19343194 DOI: 10.1371/Journal.Pcbi.1000340  0.448
2008 Saez-Rodriguez J, Gayer S, Ginkel M, Gilles ED. Automatic decomposition of kinetic models of signaling networks minimizing the retroactivity among modules. Bioinformatics (Oxford, England). 24: i213-9. PMID 18689828 DOI: 10.1093/bioinformatics/btn289  0.642
2008 Wang X, Simeoni L, Lindquist JA, Saez-Rodriguez J, Ambach A, Gilles ED, Kliche S, Schraven B. Dynamics of proximal signaling events after TCR/CD8-mediated induction of proliferation or apoptosis in mature CD8+ T cells. Journal of Immunology (Baltimore, Md. : 1950). 180: 6703-12. PMID 18453590 DOI: 10.4049/Jimmunol.180.10.6703  0.594
2008 Saez-Rodriguez J, Hammerle-Fickinger A, Dalal O, Klamt S, Gilles ED, Conradi C. Multistability of signal transduction motifs. Iet Systems Biology. 2: 80-93. PMID 18397119 DOI: 10.1049/Iet-Syb:20070012  0.724
2008 Saez-Rodriguez J, Goldsipe A, Muhlich J, Alexopoulos LG, Millard B, Lauffenburger DA, Sorger PK. Flexible informatics for linking experimental data to mathematical models via DataRail. Bioinformatics (Oxford, England). 24: 840-7. PMID 18218655 DOI: 10.1093/Bioinformatics/Btn018  0.342
2007 Saez-Rodriguez J, Simeoni L, Lindquist JA, Hemenway R, Bommhardt U, Arndt B, Haus UU, Weismantel R, Gilles ED, Klamt S, Schraven B. A logical model provides insights into T cell receptor signaling. Plos Computational Biology. 3: e163. PMID 17722974 DOI: 10.1371/Journal.Pcbi.0030163  0.763
2007 Klamt S, Saez-Rodriguez J, Gilles ED. Structural and functional analysis of cellular networks with CellNetAnalyzer. Bmc Systems Biology. 1: 2. PMID 17408509 DOI: 10.1186/1752-0509-1-2  0.758
2007 Kremling A, Saez-Rodriguez J. Systems biology--an engineering perspective. Journal of Biotechnology. 129: 329-51. PMID 17400319 DOI: 10.1016/J.Jbiotec.2007.02.009  0.631
2006 Saez-Rodriguez J, Mirschel S, Hemenway R, Klamt S, Gilles ED, Ginkel M. Visual setup of logical models of signaling and regulatory networks with ProMoT. Bmc Bioinformatics. 7: 506. PMID 17109765 DOI: 10.1186/1471-2105-7-506  0.773
2006 Klamt S, Saez-Rodriguez J, Lindquist JA, Simeoni L, Gilles ED. A methodology for the structural and functional analysis of signaling and regulatory networks. Bmc Bioinformatics. 7: 56. PMID 16464248 DOI: 10.1186/1471-2105-7-56  0.751
2006 Conzelmann H, Saez-Rodriguez J, Sauter T, Kholodenko BN, Gilles ED. A domain-oriented approach to the reduction of combinatorial complexity in signal transduction networks. Bmc Bioinformatics. 7: 34. PMID 16430778 DOI: 10.1186/1471-2105-7-34  0.71
2005 Conradi C, Saez-Rodriguez J, Gilles ED, Raisch J. Using chemical reaction network theory to discard a kinetic mechanism hypothesis. Systems Biology. 152: 243-8. PMID 16986266 DOI: 10.1049/ip-syb:20050045  0.577
2005 Saez-Rodriguez J, Kremling A, Gilles ED. Dissecting the puzzle of life: Modularization of signal transduction networks Computers and Chemical Engineering. 29: 619-629. DOI: 10.1016/J.Compchemeng.2004.08.035  0.776
2004 Conzelmann H, Saez-Rodriguez J, Sauter T, Bullinger E, Allgöwer F, Gilles ED. Reduction of mathematical models of signal transduction networks: simulation-based approach applied to EGF receptor signalling. Systems Biology. 1: 159-69. PMID 17052126 DOI: 10.1049/Sb:20045011  0.739
2004 Saez-Rodriguez J, Kremling A, Conzelmann H, Bettenbrock K, Gilles ED. Modular analysis of signal transduction networks Ieee Control Systems Magazine. 24: 35-52. DOI: 10.1109/Mcs.2004.1316652  0.741
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