Publications
The following publications were published exclusively under the affiliation of the Max Planck Society. For publications by the principal investigator outside of the Max Planck Society, see the links on the lower left.
Publications by the Herwig Lab
Published
2025
IsoTools 2.0: Software for Comprehensive Analysis of Long-read Transcriptome Sequencing Data. Journal of Molecular Biology, Article 169049 (2025)
16 (1), Article 1570 (2025)
Temporal phosphoproteomics reveals circuitry of phased propagation in insulin signaling. Nature Communications 2024
34 (11), pp. 1832 - 1848 (2024)
Long-read transcriptome sequencing of CLL and MDS patients uncovers molecular effects of SF3B1 mutations. Genome Research 21 (7), pp. 1349 - 1363 (2024)
Systematic assessment of long-read RNA-seq methods for transcript identification and quantification. Nature Methods 73 (7), pp. 1058 - 1071 (2024)
Depletion of TBC1D4 improves the metabolic exercise response by overcoming genetically induced peripheral insulin resistance. Diabetes 6 (2), Article lqae043 (2024)
Cancer drug sensitivity estimation using modular deep Graph Neural Networks. NAR: Genomics and Bioinformatics 15 (1), 1393 (2024)
Neurofibromin 1 controls metabolic balance and Notch-dependent quiescence of murine juvenile myogenic progenitors. Nature Communications 2023
39 (6), btad364 (2023)
IsoTools: a flexible workflow for long-read transcriptome sequencing analysis. Bioinformatics 14, 1111072 (2023)
Host M-CSF induced gene expression drives changes in susceptible and resistant mice-derived BMdMs upon Leishmania major infection. Frontiers in immunology 22 (1), 17 (2023)
Deletion of Tbc1d4/As160 abrogates cardiac glucose uptake and increases myocardial damage after ischemia/reperfusion. Cardiovascular Diabetology 24 (1), 845 (2023)
E96V Mutation in the Kdelr3 Gene Is Associated with Type 2 Diabetes Susceptibility in Obese NZO Mice. International Journal of Molecular Sciences 2022
31 (23), pp. 4019 - 4033 (2022)
Comparative genomic analyses of multiple backcross mouse populations suggest SGCG as a novel potential obesity-modifier gene. Human Molecular Genetics 140 (20), pp. 2113 - 2126 (2022)
Deregulation and epigenetic modification of BCL2-family genes cause resistance to venetoclax in hematologic malignancies. Blood 9 (1), 699 (2022)
Multi-omics HeCaToS dataset of repeated dose toxicity for cardiotoxic & hepatotoxic compounds. Scientific Data 14 (16), 3950 (2022)
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) 3 (2), 101353 (2022)
Gradient tree boosting and network propagation for the identification of pan-cancer survival networks. STAR Protocols 27 (6), 173 (2022)
Epirubicin Alters DNA Methylation Profiles Related to Cardiotoxicity. Frontiers in Bioscience-Landmark 4 (1), lqab128 (2022)
Matching anticancer compounds and tumor cell lines by neural networks with ranking loss. NAR: genomics and bioinformatics 50 (D1), pp. D587 - D595 (2022)
ConsensusPathDB 2022: molecular interactions update as a resource for network biology. Nucleic Acids Research 2590, pp. 237 - 272 (Eds. Peters, B. A.; Drmanac, R.). Humana Press (Springer Science+Business Media, Springer-Verlag GmbH), New York, NY (2022)
Analysis of 1276 Haplotype-Resolved Genomes Allows Characterization of Cis- and Trans-Abundant Genes. In: Haplotyping. Methods in Molecular Biology (Springer Protocols), Vol. 2021
25 (1), 103617 (2021)
A gradient tree boosting and network propagation derived pan-cancer survival network of the tumor microenvironment. iScience 22 (17), 9337 (2021)
Altered DNA Methylation Profiles in SF3B1 Mutated CLL Patients. International Journal of Molecular Sciences 19, Article 274 (2021)
Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types. Journal of Translational Medicine 12 (1), Article 3307 (2021)
Crowdsourced mapping of unexplored target space of kinase inhibitors. Nature Communications 32 (3), pp. 153 - 172 (2021)
Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development. Mammalian Genome 81 (1), pp. 38 - 49 (2021)
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 2020
42, 101062 (2020)
Histone deacetylase 5 regulates Interleukin 6 secretion and insulin action in skeletal muscle. Molecular Metabolism 3 (1), 573 (2020)
Network integration and modelling of dynamic drug responses at multi-omics levels. Communications Biology 48 (17), e98 (2020)
NetCore: a network propagation approach using node coreness. Nucleic Acids Research 2019
24 (7), pp. 1027 - 1039 (2019)
Genetics of intellectual disability in consanguineous families. Molecular Psychiatry 47 (6), pp. 2981 - 2995 (2019)
Significant abundance of cis configurations of coding variants in diploid human genomes. Nucleic Acids Research 9 (9), 4641 (2019)
DMSO induces drastic changes in human cellular processes and epigenetic landscape in vitro. Scientific Reports 21 (2), pp. 198 - 213 (2019)
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 2018
210 (4), pp. 1527 - 1542 (2018)
Identification of two novel candidate genes for insulin secretion by comparative genomics of multiple backcross populations. Genetics 9, 9:484 (2018)
Network and Pathway Analysis of Toxicogenomics Data. Frontiers in Genetics 2018, 295:S215 (2018)
DMSO-induced drastic changes in cellular processes and epigenetic landscape in vitro. TOXICOLOGY LETTERS 10 (1), 10:55 (2018)
Epigenomic profiling of non-small cell lung cancer xenografts uncover LRP12 DNA methylation as predictive biomarker for carboplatin resistance. Genome Medicine 92 (1), pp. 553 - 555 (2018)
A model-based assay design to reproduce in vivo patterns of acute drug-induced toxicity. Archives of Toxicology 2017
45 (6), e44 (2017)
QSEA – modelling of genome-wide DNA methylation from sequencing enrichment experiments. Nucleic Acids Research (London) 8, 8:14262 (2017)
Molecular dissection of colorectal cancer in pre-clinical models identifies biomarkers predicting sensitivity to EGFR inhibitors. Nature Communications 2016
11 (10), pp. 1889 - 1907 (2016)
Analyzing and interpreting genome data at the network level with ConsensusPathDB. Nature Protocols 90 (9), pp. 2215 - 2229 (2016)
Inter-laboratory study of human in vitro toxicogenomics-based tests as alternative methods for evaluating chemical carcinogenicity: a bioinformatics perspective. Archives of Toxikology 15 (5), pp. 1526 - 1538 (2016)
An impaired respiratory electron chain triggers down-regulation of the energy metabolism and de-ubiquitination of solute carrier amino acid transporters. Molecular and Cellular Proteomics 283 (9), pp. 1669 - 1688 (2016)
Transcriptional signature induced by a metastasis-promoting c-Src mutant in a human breast cell line. The FEBS Journal 2016, baw052 (2016)
ToxDB: pathway-level interpretation of drug-treatment data. Database (Oxford)
A Systems Biology Approach for Identifying Hepatotoxicant Groups Based on Similarity in Mechanisms of Action and Chemical Structure. In: In Silico Methods for Predicting Drug Toxicity (Ed. Benfenati , E.) (2016)
Quantitative Comparison of Large-Scale DNA Enrichment Sequencing Data. In: Statistical Genomics (Eds. Mathé, E.; Davis, S.) (2016)
2015
526 (7571), pp. 68 - 74 (2015)
A global reference for human genetic variation. Nature 112 (31), pp. E4236 - E4245 (2015)
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 17 (5), pp. 545 - 557 (2015)
The histone deacetylase SIRT6 controls embryonic stem cell fate via TET-mediated production of 5-hydroxymethylcytosine. Nature Cell Biology 31 (9), pp. 1505 - 1507 (2015)
diXa: a data infrastructure for chemical safety assessment. Bioinformatics 2015, 16:136 (2015)
Algorithms for differential splicing detection using exon arrays: a comparative assessment. BMC Genomics 2014
16 (4), pp. 465 - 477 (2014)
Computational modelling of drug response with applications to neuroscience. Dialogues in Clinical Neuroscience 2016
48 (6), pp. 593 - 599 (2016)
Punctuated bursts in human male demography inferred from 1,244 worldwide Y-chromosome sequences. Nature Genetics 2015
526 (7571), pp. 75 - 81 (2015)
An integrated map of structural variation in 2,504 human genomes. Nature 2014
16 (4), pp. 465 - 477 (2014)
Computational modeling of drug response with applications to neuroscience. Dialogues in Clinical Neuroscience 25 (11-12), pp. 600 - 617 (2014)
Pathway deregulation and expression QTLs in response to Actinobacillus pleuropneumoniae infection in swine. Mammalian Genome 86 (2), pp. 151 - 157 (2014)
Activation of AMP-activated protein kinase sensitizes lung cancer cells and H1299 xenografts to erlotinib. Lung Cancer 24 (11), pp. 1894 - 1904 (2014)
The landscape of human STR variation. Genome Research 42 (14), e110 (2014)
ARH-seq: identification of differential splicing in RNA-seq data. Nucleic Acids Research (London) 15 (8), pp. 777 - 788 (2014)
Epigenomic analysis of primary human T cells reveals enhancers associated with TH2 memory cell differentiation and asthma susceptibility. Nature Immunology 15 (6), R88 (2014)
Human genomic regions with exceptionally high levels of population differentiation identified from 911 whole-genome sequences. Genome Biology: Biology for the Post-Genomic Era 5, 5:3934 (2014)
Integrating sequence and array data to create an improved 1000 Genomes Project haplotype reference panel. Nature Communications 13, pp. 623 - 637 (2014)
Testing chemical carcinogenicity by using a transcriptomics HepaRG-based model. Experimental and Clinical Sciences Journal (EXCLI Journal)
Predictive mechanisms in stem cells: an in vitro system based method for testing carcinogenicity. In: Handbook of Nanotoxicology, Nanomedicine and Stem Cell Use in Toxicology, pp. 337 - 346 (Eds. Sahu, . C.; Casciano, D. A.). John Wiley & Sons, Ltd, Hoboken, NJ (2014)
25 (3-4), pp. 180 - 191 (2014)
Identification of QTL affecting resistance/susceptibility to acute Actinobacillus pleuropneumoniae infection in swine. Mammalian Genome 8 (2), pp. 185 - 200 (2014)
Evaluation of database-derived pathway development for enabling biomarker discovery for hepatotoxicity. Biomarkers in Medicine 30 (2), pp. 284 - 286 (2014)
MEDIPS: genome-wide differential coverage analysis of sequencing data derived from DNA enrichment experiments. Bioinformatics 30 (2), pp. 284 - 286 (2014)
MEDIPS: genome wide differential coverage analysis of sequencing data derived from DNA enrichment experiments. Bioinformatics 30 (2), pp. 284 - 286 (2014)
MEDIPS: genome-wide differential coverage analysis of sequencing data derived from DNA enrichment experiments. Bioinformatics 2013
14, 14:723 (2013)
Comparative analysis of resistant and susceptible macrophage gene expression response to Leishmania major parasite. BMC Genomics 342 (6154), p. 1235587 - 1235587 (2013)
Integrative annotation of variants from 1092 humans: application to cancer genomics. Science 7 (10), e2478 (2013)
MicroRNA expression profile in human macrophages in response to Leishmania major infection. PLoS Neglected Tropical Diseases 91 (9), pp. 1095 - 1107 (2013)
The enzymatic activity of the VEGFR2-receptor for the biosynthesis of dinucleoside polyphosphates. Journal of Molecular Medicine 2 (8), pp. 771 - 778 (2013)
An integrative computational analysis provides evidence for FBN1-associated network de-regulation in trisomy 21. Biology Open 9 (2), p. e1003250 - e1003250 (2013)
DNA–Methylome Analysis of Mouse Intestinal Adenoma Identifies a Tumour-Specific Signature That Is Partly Conserved in Human Colon Cancer. PLoS Genetics 41 (3), pp. 1496 - 1507 (2013)
Development and application of a DNA microarray-based yeast two-hybrid system. Nucleic Acids Research (London) 34 (6), pp. 1393 - 402 (2013)
Transcriptomic responses generated by hepatocarcinogens in a battery of liver-based in vitro models. Carcinogenesis 4, p. 4:1531 - 4:1531 (2013)
LGALS3BP regulates centriole biogenesis and centrosome hypertrophy in cancer cells. Nature Communications 91 (9), pp. 1095 - 107 (2013)
The enzymatic activity of the VEGFR2 receptor for the biosynthesis of dinucleoside polyphosphates. Journal of Molecular Medicine-JMM 41 (Database issue), pp. D793 - 800 (2013)
The ConsensusPathDB interaction database: 2013 update. Nucleic Acids Research (London) 2 (8), pp. 771 - 8 (2013)
An integrative computational analysis provides evidence for FBN1-associated network deregulation in trisomy 21. Biol Open 9 (3), p. e1002933 - e1002933 (2013)
Dual Coordination of Post Translational Modifications in Human Protein Networks. PLoS Computational Biology 2012
31st Animal Protection Research Prize of the Federal Ministry of Food, Agriculture and Consumer Protection for “A systems biology approach for predicting carcinogenesis of chemicals in the liver. (accepted)
91 (6), pp. 1022 - 1031 (2012)
Deleterious- and Disease-Allele Prevalence in Healthy Individuals: Insights from Current Predictions, Mutation Databases, and Population-Scale Resequencing. The American Journal of Human Genetics 130 (2), pp. 427 - 439 (2012)
RNA-Seq provides new insights in the transcriptome responses induced by the carcinogen benzo[a]pyrene. Toxicological Sciences 491 (7422), pp. 56 - 65 (2012)
An integrated map of genetic variation from 1,092 human genomes. Nature
Cluster-based assessment of protein-protein interaction confidence. BMC Bioinformatics, p. 13:262 - 13:262 (2012)
746 (2), pp. 163 - 170 (2012)
Prediction in the face of uncertainty: a Monte Carlo-based approach for systems biology of cancer treatment. Mutation Research-Genetic Toxixology and Environmental Mutagenesis 40 (Web Server issue), pp. W140 - W146 (2012)
IntScore: a web tool for confidence scoring of biological interactions. Nucleic Acids Research (London) 13, 13:85 (2012)
DIPSBC--data integration platform for systems biology collaborations. BMC Bioinformatics 9 (5), pp. 459 - 462 (2012)
The 1000 Genomes Project: data management and community access. Nature methods
A computational network based approach for the prediction of biological features based on high throughput experiments. Magister (2012)
45 (4), pp. 567 - 580 (2012)
Dynamic protein-protein interaction wiring of the human spliceosome. Molecular Cell
More complete and more accurate interactomes for elucidating the mechanisms of complex diseases. Dissertation (2012)
335 (6070), pp. 823 - 828 (2012)
A Systematic Survey of Loss-of-Function Variants in Human Protein-Coding Genes. Science 7 (1), p. e29365 - e29365 (2012)
Long-term survival of hydrated resting eggs from Brachionus plicatilis. PLoS One 8, pp. 119 - 126 (2012)
Construction of a pig physical interactome using sequence homology and a comprehensive reference human interactome. Evolutionary Bioinformatics 6 (8), e1763 (2012)
Transcriptomic signature of Leishmania infected mice macrophages: a metabolic point of view. PLoS Neglected Tropical Diseases 2011
12, 12:483 (2011)
Ortho2ExpressMatrix--a web server that interprets cross-species gene expression data by gene family information. BMC Genomics
Analysis of RNA-seq experiments. Master, Freie Universität, Berlin (2011)
Integriertes Konzept zur Bestimmung von Homologie zwischen verschiedenen Spezies. Master, Freie Universität, Berlin (2011)
Isolated NIBPL missense mutations that cause Cornelia de Lange syndrome alter MAU2 interaction. Eur J Hum Genet (2011)
7 (3), p. e1001113 (2011)
Consensus-phenotype integration of transcriptomic and metabolomic data implies a role for metabolism in the chemosensitivity of tumour cells. PLoS Computational Biology 34 (2), pp. 135 - 41 (2011)
Method development and validation for the analysis of a new anti-cancer infusion solution via HPLC. Journal of Separation Science 27 (20), pp. 2917 - 8 (2011)
Integrated pathway-level analysis of transcriptomics and metabolomics data with IMPaLA. Bioinformatics 39 (Database issue), pp. D712 - D717 (2011)
ConsensusPathDB: toward a more complete picture of cell biology. Nucleic Acids Research (London) 4 (3), pp. 308 - 11 (2011)
Gene ontology analysis of the centrosome proteomes of Drosophila and human. Communicative & Integrative Biology
Integrative Analysis of microarray data - a path for systems toxicology. In: Handbook of Systems Toxicology (Ed. Casciano Saura C., D. A. S.). Wiley-VCH, Weinheim (2011)
Functional Context Network of T2DM, Medical Complications of Type 2 Diabetes. Intech Publishing (2011)
12, p. 229 (2011)
Meta-analysis of heterogeneous Down Syndrome data reveals consistent genome-wide dosage effects related to neurological processes. BMC Genomics 124 (2), pp. 278 - 90 (2011)
Human embryonic stem cell derived hepatocyte-like cells as a tool for in vitro hazard assessment of chemical carcinogenicity. Toxicological Sciences: an Official Journal of the Society of Toxicology 2010
Evidence mining and novelty assessment of protein-protein interactions with the ConsensusPathDB plugin for Cytoscape. (2010)
29 (19), pp. 3344 - 3357 (2010)
Proteomic and functional analysis of the mitotic Drosophila centrosome. The EMBO Journal
Detection of copy number variants in sequencing data. Master, FREIE UNIVERSITAET BERLIN, Berlin (2010)
38 (10), p. e112 - e112 (2010)
Prediction of alternative isoforms from exon expression levels in RNA-Seq experiments. Nucleic Acids Research
SOAP/WSDL-Based Web Services for Biomedicine: Demonstrating the Technique with the CancerResource. XII Mediterranean Conference on Medical and Biological Engineering and Computing 2010, Chalkidiki, Greece, May 27, 2010 - May 30, 2010. Proceedings of the Medicon 2010 (Part 5), pp. 835 - 838 (2010)
140 (5), pp. 744 - 752 (2010)
An atlas of combinatorial transcriptional regulation in mouse and man. Cell 53 (2), pp. 309 - 320 (2010)
Diet-induced gene expression of isolated pancreatic islets from a polygenic mouse model of the metabolic syndrome. Diabetologia
nformation Theoretical Prediction of Alternative Splicing with Application to Type-2 Diabetes Mellitus. Dissertation, Freie Universität Berlin, Berlin (2010)
Daskalaki, A.). IGI Global, Hershey, PA 17033, USA (2010)
Meta-Analysis approach for the identification of molecular networks related to infections of the oral cavity. In: Informatics in oral medicine: advanced techniques in clinical and diagnostic technologies, pp. 237 - 250 (Ed. 2009
10, p. 314 - 314 (2009)
In silico identification of a core regulatory network of OCT4 in human embryonic stem cells using an integrated approach. BMC Genomics
Systems Biology: A Textbook. Wiley-VCH, Weinheim (2009), XXI, 569 pp: Ill., graphs. pp.
2009, ID 617281 (2009)
Reverse Engineering of Gene Regulatory Networks: A Comparative Study. EURASIP Journal on Bioinformatics and Systems Biology 25 (9), pp. 1205 - 1207 (2009)
GeNGe: systematic generation of gene regulatory networks. Bioinformatics. Bioinformatics 2008
37 (Database issue), pp. D623 - D628 (2008)
ConsensusPathDB—a database for integrating human functional interaction networks. Nucleic Acids Research
Theoretische Untersuchungen von Proteinstrukturen alternativ gespleißter Proteine. Bachelor, Freie Universität Berlin, Berlin (2008)
9, p. 9:310 - 9:310 (2008)
Meta-analysis approach identifies candidate genes and associated molecular networks for Type-2 Diabetes Mellitus. BMC Genomics
Evolutionary Rate Dynamics of Protein Families. Bachelor, Freie Universität Berlin, Berlin (2008)
2007
8, p. 460 - 460 (2007)
Denoising inferred functional association networks obtained by gene fusion analysis. BMC Genomics 31 (2), pp. 315 - 327 (2007)
Conserved molecular portraits of bovine and human blastocysts as a consequence of the transition from maternal to embryonic control of gene expression. Physiological Genomics 6 (3), pp. 240 - 251 (2007)
Resources, standards and tools for systems biology. Briefings in Functional Genomics and Proteomics 8 (5), p. R85 - R85 (2007)
A global view of gene expression in lithium and zinc treated sea urchin embryos: new components of gene regulatory networks. Genome Biology 8 (5), p. R91 - R91 (2007)
Gene expression variation in Down's syndrome mice allows prioritization of candidate genes. Genome Biology 304 (2), pp. 525 - 540 (2007)
Nodal signaling activates differentiation genes during zebrafish gastrulation. Developmental Biology
Quality control and normalization of BeadArray data. Diploma, University of Applied Sciences, Berlin (2007)
Reconstruction and validation of gene regulatory networks with neural networks. The 2nd Foundations of Systems Biology in Engineering Conference, FOSBE 2007, Stuttgart, September 09, 2007 - September 12, 2007. Universität Stuttgart, Stuttgart (2007), ? pp.
ConsensusPathDB - a database for matching pathway annotation for human. Master, Freie Universität, Berlin (2007)
10 (4), pp. 269 - 276 (2007)
Oligonucleotide fingerprinting of arrayed genomic DNA sequences using LNA-modified hybridization probes. Combinatorial Chemistry & High Throughput Screening
Topologische Analyse von Protein-Protein-Interaktionsnetzwerken. Bachelor, Freie Universität, Berlin (2007)
2006
7, p. 283 - 283 (2006)
A second generation radiation hybrid map to aid the assembly of the bovine genome sequence. BMC Genomics 6 (6), pp. 891 - 902 (2006)
Dynamics of biological systems: role of systems biology in medical research. Expert Review of Molecular Diagnostics Stem Cells Express, p. Epub - Epub (2006)
Analysis of Oct4-dependent transcriptional networks regulating self-renewal and pluripotency in human embryonic stem cells. Stem Cells 5 (4), pp. 331 - 344 (2006)
Age-specific hormonal decline is accompanied by transcriptional changes in human sebocytes in vitro. Aging Cell 8 (3), pp. 283 - 293 (2006)
Expression profiling of drug response-from genes to pathways. Dialogues in Clinical Neuroscience 7 (3), pp. 39 - 41 (2006)
Systems biology and drug discovery - a new path in genome research. Screening: Trends in Drug Discovery 50 (5), pp. 484 - 486 (2006)
Vom Gen zum System. GIT Labor-Fachzeitschrift 2005
6, p. 285 - 285 (2005)
Transformation and other factors of the peptide mass spectrometry pairwise peak-list comparison process. BMC Bioinformatics 23 (10), pp. 1514 - 1525 (2005)
Primary differentiation in the human blastocyst: comparative molecular portraits of inner cell mass and trophectoderm cells. Stem Cells 125 (4), pp. 673 - 684 (2005)
Matrix Metalloproteinases of Epithelial Origin in Facial Sebum of Patients with Acne and their Regulation by Isotretinoin. Journal of Investigative Dermatology (New York, NY)
Systems biology in practice: concepts, implementation and application. Wiley-VCH, Weinheim (2005), 466 pp pp.
The GenomeMatrix: data mining from biological databases and data sources for building integrated functional genomics information. Diploma, Technische Universität Berlin, Fakultät III für Prozesswissenschaften, Institut für Biotechnologie, Berlin (2005)