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.
Under review / accepted
Systematic Analysis of Hepatotoxicity: Combining Literature Mining and AI Language Models
Front Artificial Intelligence, accepted
Published
2025
Journal Article
IsoTools 2.0: Software for Comprehensive Analysis of Long-read Transcriptome Sequencing Data. Journal of Molecular Biology, Article 169049 (2025)
Journal Article
16 (1), Article 1570 (2025)
Temporal phosphoproteomics reveals circuitry of phased propagation in insulin signaling. Nature Communications 2024
Journal Article
34 (11), pp. 1832 - 1848 (2024)
Long-read transcriptome sequencing of CLL and MDS patients uncovers molecular effects of SF3B1 mutations. Genome Research
Thesis - PhD
Machine Learning for Cancer Survival Prediction. Dissertation (2024)
Journal Article
21 (7), pp. 1349 - 1363 (2024)
Systematic assessment of long-read RNA-seq methods for transcript identification and quantification. Nature Methods
Journal Article
73 (7), pp. 1058 - 1071 (2024)
Depletion of TBC1D4 improves the metabolic exercise response by overcoming genetically induced peripheral insulin resistance. Diabetes
Journal Article
6 (2), Article lqae043 (2024)
Cancer drug sensitivity estimation using modular deep Graph Neural Networks. NAR: Genomics and Bioinformatics
Journal Article
15 (1), 1393 (2024)
Neurofibromin 1 controls metabolic balance and Notch-dependent quiescence of murine juvenile myogenic progenitors. Nature Communications 2023
Journal Article
39 (6), btad364 (2023)
IsoTools: a flexible workflow for long-read transcriptome sequencing analysis. Bioinformatics
Journal Article
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
Journal Article
22 (1), 17 (2023)
Deletion of Tbc1d4/As160 abrogates cardiac glucose uptake and increases myocardial damage after ischemia/reperfusion. Cardiovascular Diabetology
Journal Article
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
Journal Article
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
Journal Article
140 (20), pp. 2113 - 2126 (2022)
Deregulation and epigenetic modification of BCL2-family genes cause resistance to venetoclax in hematologic malignancies. Blood
Journal Article
9 (1), 699 (2022)
Multi-omics HeCaToS dataset of repeated dose toxicity for cardiotoxic & hepatotoxic compounds. Scientific Data
Journal Article
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)
Journal Article
3 (2), 101353 (2022)
Gradient tree boosting and network propagation for the identification of pan-cancer survival networks. STAR Protocols
Journal Article
27 (6), 173 (2022)
Epirubicin Alters DNA Methylation Profiles Related to Cardiotoxicity. Frontiers in Bioscience-Landmark
Journal Article
4 (1), lqab128 (2022)
Matching anticancer compounds and tumor cell lines by neural networks with ranking loss. NAR: genomics and bioinformatics
Journal Article
50 (D1), pp. D587 - D595 (2022)
ConsensusPathDB 2022: molecular interactions update as a resource for network biology. Nucleic Acids Research
Book Chapter
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
Journal Article
25 (1), 103617 (2021)
A gradient tree boosting and network propagation derived pan-cancer survival network of the tumor microenvironment. iScience
Journal Article
22 (17), 9337 (2021)
Altered DNA Methylation Profiles in SF3B1 Mutated CLL Patients. International Journal of Molecular Sciences
Journal Article
19, Article 274 (2021)
Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types. Journal of Translational Medicine
Journal Article
12 (1), Article 3307 (2021)
Crowdsourced mapping of unexplored target space of kinase inhibitors. Nature Communications
Journal Article
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
Thesis - PhD
Network Propagation with Node Core for Genotype-Phenotype Associations and Module Identification. Dissertation, xii, 161 pp. (2021)
Journal Article
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
Journal Article
42, 101062 (2020)
Histone deacetylase 5 regulates Interleukin 6 secretion and insulin action in skeletal muscle. Molecular Metabolism
Journal Article
3 (1), 573 (2020)
Network integration and modelling of dynamic drug responses at multi-omics levels. Communications Biology
Journal Article
48 (17), e98 (2020)
NetCore: a network propagation approach using node coreness. Nucleic Acids Research 2019
Journal Article
24 (7), pp. 1027 - 1039 (2019)
Genetics of intellectual disability in consanguineous families. Molecular Psychiatry
Journal Article
47 (6), pp. 2981 - 2995 (2019)
Significant abundance of cis configurations of coding variants in diploid human genomes. Nucleic Acids Research
Journal Article
9 (9), 4641 (2019)
DMSO induces drastic changes in human cellular processes and epigenetic landscape in vitro. Scientific Reports
Journal Article
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
Journal Article
210 (4), pp. 1527 - 1542 (2018)
Identification of two novel candidate genes for insulin secretion by comparative genomics of multiple backcross populations. Genetics
Journal Article
9, 9:484 (2018)
Network and Pathway Analysis of Toxicogenomics Data. Frontiers in Genetics
Journal Article
2018, 295:S215 (2018)
DMSO-induced drastic changes in cellular processes and epigenetic landscape in vitro. TOXICOLOGY LETTERS
Journal Article
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
Journal Article
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
Thesis - PhD
Computational Analysis of Genome-wide Methylation Enrichment Experiments. Dissertation, xii, 125 pp. (2017)
Journal Article
45 (6), e44 (2017)
QSEA – modelling of genome-wide DNA methylation from sequencing enrichment experiments. Nucleic Acids Research (London)
Journal Article
8, 8:14262 (2017)
Molecular dissection of colorectal cancer in pre-clinical models identifies biomarkers predicting sensitivity to EGFR inhibitors. Nature Communications 2016
Journal Article
11 (10), pp. 1889 - 1907 (2016)
Analyzing and interpreting genome data at the network level with ConsensusPathDB. Nature Protocols
Journal Article
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
Journal Article
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
Journal Article
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
Journal Article
2016, baw052 (2016)
ToxDB: pathway-level interpretation of drug-treatment data. Database (Oxford)
Book Chapter
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)
Book Chapter
Quantitative Comparison of Large-Scale DNA Enrichment Sequencing Data. In: Statistical Genomics (Eds. Mathé, E.; Davis, S.) (2016)
2015
Journal Article
526 (7571), pp. 68 - 74 (2015)
A global reference for human genetic variation. Nature
Journal Article
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
Journal Article
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
Journal Article
31 (9), pp. 1505 - 1507 (2015)
diXa: a data infrastructure for chemical safety assessment. Bioinformatics
Journal Article
2015, 16:136 (2015)
Algorithms for differential splicing detection using exon arrays: a comparative assessment. BMC Genomics 2014
Journal Article
16 (4), pp. 465 - 477 (2014)
Computational modelling of drug response with applications to neuroscience. Dialogues in Clinical Neuroscience