Biology subjects

Dönmez, A.

Publications and source records attributed to Dönmez, A..

3 recordsLinked to original sources

bioRxiv2026

ToxCastLite: A portable semantic evidence graph linking in vitro bioactivity, in vivo toxicity, and exposure-use context

MotivationThe ToxCast database is a valuable resource for computational toxicology and new approach methodologies (NAMs), but the approximately 100 GB MySQL distribution is difficult to use for portable local analysis and cross-domain evidence mining. Many practical questions concern chemicals, in vitro bioactivity, in vivo toxicological evidence, and exposure-relevant product-use context rather than raw database keys. ResultsWe present ToxCastLite, a portable semantic evidence-access system that combines assay-scoped SQLite databases with a compact RDF layer for GraphDB-based querying. The system streams large ToxCast/invitrodb MySQL dumps into curated SQLite profiles, reducing the footprint to approximately 3 GB for focused use cases such as developmental neurotoxicity. Dense numerical evidence, including concentration-response rows, remains in SQLite, while the RDF projection exposes linked semantic entities such as chemicals, assays, endpoints, model results, potency parameters (AC50), and MC6 quality flags. We further extend the graph with CPDat v4.0 product-use and functional-use evidence and ToxRefDB v3.0 in vivo toxicity evidence, including processed studies, point-of-departure records, effect summaries, and observation summaries. These layers are linked through DSSTox Substance Identifiers, enabling integrated queries across NAM bioactivity, curated animal-study evidence, and exposure/use context. A Streamlit prototype supports exploration through a locally deployed LLM that translates natural-language questions into SPARQL, grounded by a versioned RDF schema to reduce hallucination risk. Case studies in developmental neurotoxicity demonstrate how ToxCastLite identifies concordance between high-confidence in vitro DNT activity and positive in vivo apical evidence, detects in vitro DNT activity beyond available DNT-specific in vivo evidence, and prioritizes chemicals where NAM signals, ToxRefDB evidence, and CPDat product-use context intersect. For selected results, users can drill down from the semantic graph to the underlying SQLite records and retrieve concentration-response curves for expert inspection without manually writing SQL or SPARQL. AvailabilityProject website at toxcast-lite.github.io/. Contactarif.doenmez@iuf-duesseldorf.de

bioinformatics↗

bioRxiv2025

Preconditioning of human iPSCs with doxorubicin causes genome-wide transcriptional reprogramming in iPSC-derived cardiomyocytes linked to mitochondrial dysfunction and impaired cardiac regeneration

BackgroundThe anthracycline doxorubicin (Dox) is a widely used genotoxic chemotherapeutic drug with known dose-limiting cardiotoxic effects. How Dox-induced damage either to cardiomyocytes or to cardiac stem cells, which may compromise cardiac regeneration, contributes to cardiotoxicity remains poorly understood. MethodsHere we used a human induced pluripotent stem cell (iPSC)-based model system to determine the sensitivity of stem cells (iPSCs) and iPSC-derived derived cardiomyocytes (iCMs) applying different treatment regimens of Dox. Next to a broad range of methods to determine cellular and mitochondrial functions we performed an in-depth whole genome transcriptome profiling in iPSCs as well as iCMs. ResultsAs compared to their differentiated counterparts, iPSCs are highly sensitive against even short pulse-treatments with low Dox concentrations. Using such rather mild treatment conditions, we observed major mitochondrial impairments as demonstrated by increased mitochondrial fragmentation, persistent loss of mitochondrial membrane potential, and reduced ATP levels, while neither a markedly increased nuclear DNA damage response nor apoptosis were detected. Albeit mitochondrial dysfunction was not accompanied by changes in mitochondrial ultrastructure or altered OXPHOS complex assembly, mitochondrial genome (mtDNA) organization was altered. This points to a possible role of mtDNA remodelling for contributing to the high susceptibility of iPSCs to Dox. Whole genome transcriptome profiling revealed major differences in the transcriptional response to Dox treatment between iPSCs and iCMs. We could show that a moderate and transient exposure of iPSCs to Dox is sufficient to cause major transcriptional changes as for example reflected by the downregulation of numerous pivotal genes regulating cellular homeostasis and energy metabolism in iPSCs. Furthermore, pulse-treatment with Dox at the iPSC stage, termed preconditioning here, shifts the global transcriptional landscape of iCMs towards the expression of genes associated with impaired cardiac muscle regeneration, disrupted energy metabolism, altered muscle contraction, and increased fibrosis. ConclusionsOur findings support the hypothesis that Dox-induced mitochondrial dysfunction and transcriptional preconditioning in stem cells results in an impaired regenerative capacity after differentiation. This highlights a potential critical role of stem cells in mediating Dox-induced cardiotoxicity.

cell biology↗

bioRxiv2023

A human iPSC-based in vitro neural network formation assay to investigate neurodevelopmental toxicity of pesticides

Proper brain development is based on the orchestration of key neurodevelopmental processes, including the formation and function of neural networks. If at least one key neurodevelopmental process is affected by a chemical, an adverse outcome is expected. To allow a higher testing throughput than the guideline animal experiments, a developmental neurotoxicity (DNT) in vitro testing battery (DNT IVB) has been set up that includes a variety of assays, which model several key neurodevelopmental processes. Gap analyses of the DNT IVB revealed the need of a human-based assay to assess neural network formation and function (NNF). Therefore, here we established the human NNF (hNNF) assay. A co-culture comprised of human-induced pluripotent stem cell (hiPSC)- derived excitatory and inhibitory neurons, as well as primary human astroglia, was differentiated for 35 days on micro-electrode arrays (MEA) and spontaneous electrical activity, together with cytotoxicity, was assessed on a weekly basis after washout of the compounds 24 h prior to measurements. In addition to the characterization of the test system, the assay was challenged with 28 compounds, mainly pesticides, identifying their DNT potential by evaluation of specific spike-, burst- and network parameters. This approach confirmed the suitability of the assay for screening environmental chemicals. Comparison of benchmark concentrations (BMC) with an NNF in vitro assay (rNNF) based on primary rat cortical cells, revealed differences in sensitivity. Together with the successful implementation of hNNF data into a postulated stressor-specific adverse outcome pathway (AOP) network associated with a plausible molecular initiating event for deltamethrin, this study suggests the hNNF assay as a useful complement to the current DNT IVB.

pharmacology and toxicology↗