Biology subjects

Wagner, W.

Publications and source records attributed to Wagner, W..

At least 19 recordsLinked to original sources

bioRxiv2026

Genome-wide multi-layered epigenomic profiling across human aging

Aging is characterized by highly reproducible alterations across multiple layers of the epigenetic landscape, including DNA methylation, chromatin accessibility, and histone modifications. However, it remains unclear to what extent these age-associated changes are interconnected and coordinated coherently. To investigate the genome-wide distribution and interplay of age-associated epigenetic alterations, we generated whole-genome bisulfite sequencing (WGBS) data from blood samples of 120 healthy donors. Integration with ATAC-seq data revealed no clear relationship between age-related changes in DNA methylation and chromatin accessibility. We further examined the association of these alterations with age-dependent changes in CTCF occupancy and histone modifications, including H3K27ac, H3K27me3, H3K4me1, H3K4me3, and H3K9me3, but observed very little corresponding changes in chromatin states. Collectively, our integrative genome-wide analysis revealed only limited association between age-associated epigenetic alterations in DNA methylation, chromatin accessibility, and histone modifications, arguing against a broadly coordinated remodeling of the aging epigenome.

genomics↗

bioRxiv2026

Aberrant DNA methylation is co-regulated across the genome in leukemia and other types of cancer

Epigenetic dysregulation is a defining feature of cancer, but it remains poorly understood how this is coordinated across the genome. In this study we focusd on DNA methylation (DNAm) in acute myeloid leukemia (AML). Despite highly heterogeneous and largely patient-specific patterns, we identified co-regulated clusters of CpGs that could be assembled into reproducible epigenetic networks. Multilinear regression models accurately predicted the patient-specific DNAm deviations, even for CpGs located on different chromosomes. The alterations were mirrored on homologous chromosomes and there was no clear association with epigenetic driver mutations. Furthermore, we found very similar co-regulation patterns in acute lymphoblastic leukemia (ALL); with AML-derived models successfully predicting the ALL-associated DNAm changes. Notably, the top 1000 AML-associated CpGs showed also pronounced aberrations in DNAm levels across 46 other cancer types, whereas this was hardly observed across multiple non-malignant cell types. Co-regulation analysis realed very similar patterns in non-malignant blood and pan-cancer analysis, albeit the DNAm levels remained overall consistent in the controls. Collectively, our findings demonstrate that the complex, patient-specific DNAm landscapes observed in leukemia are not random. Instead, they are orchestrated within expanded epigenetic networks, which also exist in non-maligant cells, highlighting a higher-order regulatory layer in cancer epigenomics.

cancer biology↗

bioRxiv2026

Multimodal single-cell analysis uncovers transcription factor networks underlying T-cell aging

Aging of the immune system is associated with chronic inflammation and impaired immune function, yet the regulatory mechanisms underlying these changes remain incompletely understood. Here, we generated paired single-cell transcriptomic and chromatin accessibility profiles from peripheral blood mononuclear cells of young and old healthy donors to characterize immune aging at single-cell resolution. Using an integrative computational framework for multi-omic single-cell analysis, we detected pronounced age-associated changes in T cells, including loss of naive CD8+ T cells and expansion of differentiated memory and effector populations. Aging was accompanied by increased inflammatory signaling and reduced oxidative phosphorylation programs. Enhancer-based gene regulatory network analyses identified a reduced role of TCF7 and increased activity of inflammatory regulators, including FOSL2, in aged T cells. Integration with genetic association and eQTL datasets further supported the functional relevance of age-associated regulatory regions and their target genes.

bioinformatics↗

bioRxiv2026

The extent of myeloid skewing in blood is a biomarker of biological aging in mice and humans

Myeloid skewing is a central and therefore often cited hallmark of hematopoietic aging. Myeloid skewing refers to an elevated myeloid-to-lymphoid cell ratio in aged compared to young mice. Interestingly, whether the extent of myeloid skewing might be in itself a quantitative biological marker of aging has not been addressed yet, nor whether this parameter has also relevance for the extent of aging in humans. Aged mice with high level of myeloid skewing (>50% myeloid cells in blood) showed accelerated hematopoietic aging compared to mice with a low level of myeloid skewing (<30% of myeloid cells in blood), as well as an increased level of inflammatory cytokines and elevated levels of diseases. Hematopoietic stem cells (HSCs) from mice with high myeloid skewing showed an impaired repopulation capacity. Epigenetic clock analyses demonstrated that mice with a high level of myeloid skewing present with a biological age that is older than their chronological age. In humans, a high degree of myeloid skewing was associated with elevated levels of inflammatory markers, reduced mobility, a greater burden of comorbidities, and an increased mortality hazard ratio. The data support that, besides overall myeloid skewing being a central hallmark of aging in mice, the extent of the frequency of myeloid cells in blood might serve as a biological marker of aging and disease in both mice and humans. Key PointsThe extent of myeloid skewing in aged mice correlates to an increased hematological and epigenetic age and increased disease burden. The extent of myeloid skewing in older adults is associated with an increased hazard ratio of mortality and correlates with higher frailty and inflammatory markers.

cell biology↗

bioRxiv2026

Primed-to-naive conversion of pluripotent stem cells can be tracked by specific DNA methylation changes for optimized culture conditions

During early embryonic development, cells transition from naive to primed pluripotent state. Various culture conditions have been established to revert primed cells back to naive state, to increase differentiation potential and to reset epigenetic abnormalities. In this study, we modified culture conditions to allow primed-to-naive conversion under feeder-independent and normoxic conditions (FINO medium), which exemplified the need for a quantitative measure of pluripotent states. DNA methylation (DNAm) profiling revealed extensive hypomethylation at naive state, but also significant gains of methylation at specific sites in the genome. We demonstrate that DNAm patterns can be used to benchmark culture protocols. Furthermore, we developed a naive-score based on DNAm at two genomic sites, which can be analyzed by digital PCR to monitor transition between pluripotent states. Our study describes a simplified culture protocol for primed-to-naive conversion, offers insights into the specific DNAm changes, and introduces a robust DNAm-based biomarker to track this process effectively.

cell biology↗

bioRxiv2025

Protracted fate acquisition and epigenetic de-aging during induced neural stem cell conversion of human blood cells

Transcription factor-based direct conversion of somatic cells represents an interesting avenue for generating induced neural stem cells (iNSCs) from peripheral blood without transit through a pluripotent stage. While this paradigm has been shown to be associated with epigenetic de-aging, the dynamics of this process have remained unclear. Here, we used overexpression of the two reprogramming factors SOX2 and cMYC to generate iNSC from erythroid progenitors of donors ranging from neonatal to 101 years of age. Using an epigenetic clock algorithm, we corroborated our previous finding that iNSCs generated from aged donors show pronounced epigenetic de-aging, preserving around 13 % and 5 % of the original donor age at low and high passages, respectively. Studying the dynamic of epigenetic de-aging during iNSC conversion across time, we found that this process is largely protracted, continuing for several weeks and even beyond forced neuronal differentiation of iNSCs. Transcriptomic differences between young and old donor-derived iNSCs dissipate with extended time in conversion, too. Concordant with this observation, established iNSC lines lack age-associated cellular hallmarks, similar to induced pluripotent stem cells and their derivatives. Interestingly, time course analysis of DNA methylation and RNA sequencing data revealed that acquisition of a bona fide NSC signature extends greatly beyond the time point when proliferative PAX6-positive iNSCs emerge. The unexpected slow dynamics of these processes makes iNSC conversion an attractive model for dissecting the mechanisms underlying somatic transdifferentiation and de-aging. Statement of Ethical ApprovalsThe collection of human somatic material (i.e., blood) from healthy donors for iPSC reprogramming and iNSC conversion was conducted in accordance with German law and approved by the Ethics Committee of the University of Bonn Medical Center (approval number: 275/08). All subjects gave written informed consent.

neuroscience↗

bioRxiv2025

Microgels enable iPSCs to assemble, expand, and differentiate into organoids -- from sizable to high throughput

Organoid research holds tremendous potential for personalized medicine and drug development. However, current limitations include reproducibility issues largely due to the use of biologically derived materials, which are prone to batch-to-batch variations. Here, we report a new technology for human induced pluripotent stem cell (iPSC)-based organoid production with iPSC expansion and differentiation in the same construct in a reproducible and scalable manner, compatible with high-throughput automation. Chemically defined poly(ethylene glycol) (PEG)-based microgels are produced via parallelized step-emulsification microfluidics, enabling scalable production. This approach leverages the self-organization of iPSCs with microgels to build three-dimensional constructs, driven by robust cell-material interactions achieved through vitronectin-coated PEG microgels. This technology allows the iPSCs to expand and retain their pluripotency, after which they can be differentiated into the three germ layers, providing a suitable platform for organoid differentiation. This was further extended by differentiation into cardiac organoids and retinal photoreceptors to demonstrate two exemplary tissues.

bioengineering↗

bioRxiv2025

NSD1 governs H3K36me2-mediated DNA methylation and drives differentiation of human iPSCs by regulating HIDEN lncRNA expression

Epigenetic regulatory mechanisms, which include histone modifications and DNA methylation, play a central role in development and aging. Dimethylation of H3K36, deposited mainly by the histone methyltransferase NSD1, occurs predominantly in intergenic regions and recruits the DNA methyltransferase DNMT3A to facilitate DNA methylation. Haploinsufficiency of NSD1 results in the overgrowth disorder Sotos syndrome in vivo, which is associated with aberrant DNA methylation signatures and an enhanced epigenetic age. To understand the mechanisms by which NSD1 may regulate development, differentiation and diseases, we generated human iPSC lines deficient in functional NSD1 (NSD1-KO). NSD1-KO cells exhibit a substrate-specific decrease in proliferation, reduced H3K36me2 levels and extensive DNA hypomethylation. Notably, the loss of functional NSD1 altered the differentiation potential of iPSCs, with aberrant endodermal and mesodermal lineage commitment. Further analysis revealed that NSD1 might drive endodermal differentiation by regulating the expression of an endodermal lncRNA HIDEN by mechanisms independent of the regulation of DNA methylation. Our NSD1-KO iPSC lines partially recapitulate the DNA methylation defects associated with NSD1-related disorders. Additionally, we uncovered a novel mechanism by which NSD1 may regulate endodermal differentiation of human iPSCs.

cell biology↗

bioRxiv2025

Protamine expression in somatic cells condenses chromatin and disrupts transcription without altering DNA methylation

Protamines play a crucial role in nuclear condensation during spermiogenesis, a process that involves significant chromatin remodeling and the replacement of histones. While much research has focused on the function of protamines in sperm development and fertility, their effects in non-sperm cells remain largely unexplored. In this study, we investigated the impact of overexpressing murine and human protamine 1 and 2 (PRM1 and PRM2) on nuclear architecture, histone eviction, DNA methylation, and transcription in HEK293T cells and mesenchymal stromal cells (MSCs). Overexpression of protamines resulted in nuclear condensation; particularly PRM1 showed notable enrichment in nucleoli, and cells exhibited cell cycle abnormalities. Immunofluorescence staining indicated a significant reduction in specific histone modifications (H3K9me3, H3K4me1, and H3K27Ac) in response to protamine expression, especially in MSCs. Interestingly, despite these changes in nuclear organization, the methylome remained largely stable. However, expression of protamines significantly diminished transcription, particularly of the ribosomal genes, upon PRM1 expression. Our studies indicate that PRM1 and PRM2 condense distinct genomic regions in somatic cells, resulting in widespread silencing of gene expression.

cell biology↗

bioRxiv2025

Age-associated Tissue Organisation Shifts Retinal Pigment Epithelium Actomyosin Plasticity in Phagocytosis

Tissue homeostasis relies on mechanical feedback loops balanced by cell loss and proliferation. However, maintaining this balance becomes particularly challenging in postmitotic tissues, where alternative mechanisms replace compensatory proliferation. In the postmitotic retinal pigment epithelium (RPE), these mechanisms include significant structural adaptations over time. Yet, how these adaptations relate to epithelial mechanical homeostasis and age-associated functional decline remains poorly understood. To establish the relationship between structural changes, mechanical homeostasis and function, we developed an in vitro reductionistic model mimicking age-related reduction in RPE cell density. Inducing large-scale apoptosis in postmitotic stem cell-derived RPE monolayers recapitulates structural hallmarks of aged tissue, such as reduced cell height, shortened microvilli and cytoskeletal reorganisation. This new structure acquires a new mechanical equilibrium, evidenced by tissue stiffening and enhanced junctional contractility. Functionally, the monolayers display impaired vision-supporting phagocytosis of photoreceptor outer segments. Mechanistically, modulation of actin nucleators, Arp2/3 and formins, demonstrates that apicolateral monolayer deformation is critical for phagocytosis and may be compromised in aged RPE. Our findings suggest that a shift in mechanical homeostasis due to cell loss is a major driver of age-related RPE functional decline. Importantly, we show that structural remodelling in ageing alone can compromise tissue function, independent of other stressors.

cell biology↗

bioRxiv2024

Vapor-based Fixation of Pulmonary Tissue in its Physiological State: A Novel Approach to Histological Validation of Ultra High Resolution Phase Contrast CT in Human Sized Lungs

Lung diseases continue to present a major burden on public health. Therefore, improving the process of diagnosis by the development of novel imaging techniques is of great importance. In this perspective, phase sensitive CT imaging techniques such as propagation based imaging (PBI) might play an important role as they allow increasing the spatial resolution at very low x-ray dose levels that are comparable to clinical CT. However, the development of such methods is not only hindered by technological problems but also by the lack of precise validation strategies. We adapted formaldehyde (FA) vapor fixation to demonstrate that fresh porcine lungs that have been investigated by PBI can be fixed in their physiological shape and studied by multi-scale microCT imaging as well as classical histology. In addition, we show that FA vapor fixed pig lungs can be scanned by PBI without visible deterioration of image quality compared to fresh tissue. This opens the possibility of fixing and storing, for instance, human lung tissue before performing a PBI experiment, which in turn allows to study pathological changes in human lungs without questioning the translate-ability of findings in pig lung. The setup can be used by any interested researchers.

pathology↗

bioRxiv2024

YAP1 Contributes to The Development of Contractile Force and Sarcomere Maturation in Human Pluripotent Stem Cell Derived Cardiomyocytes

BackgroundPerspective regenerative therapies for injured myocardium focus on reactivating developmental processes to regenerate damaged contractile tissue. In animal models, the Hippo pathway was shown to improve heart regeneration after myocardial infarction, possibly by expanding the pool of cardiomyocytes. We hypothesized that activating the Hippo pathways downstream effector, Yes Associated Protein (YAP1), may have effects beyond promoting proliferation in human cardiomyocytes. We have therefore investigated how YAP1 influences human cardiomyocyte maturation, sarcomere structure, electrophysiological properties, their response to mechanical stimuli, intracellular Ca2+'' dynamics and force development using models of cardiomyocytes derived from pluripotent stem cells. MethodsWe employed genetic models of YAP1 deficient human embryonic and induced pluripotent stem cells, cardiomyocyte differentiation, compliant cultivation substrates, mechanical actuation, ECM deposition, super resolution microscopy, electrophysiological measurements and engineered heart tissues (EHTs) to characterize the effects of YAP1 deficiency on cardiomyocytes during maturation. We also used full length YAP1 re- expression to rescue the effects of YAP1 deficiency in contracting cardiomyocytes. ResultsYAP1 contributes to cardiomyocyte maturation, participates in the formation and alignment of myofibrils, as well as in the maturation of electrophysiological properties. The net effect of YAP1 deficiency in cardiomyocytes is the inability to respond to physiological stimuli by compensatory growth resulting in reduced force development. Additionally, YAP1 reactivation in contracting cardiomyocytes leads to rescue of myofibril maturation. ConclusionsThis research demonstrates that YAP1 activity is essential to promote cardiomyocyte maturation, contractility, and response to regeneration inducing stimuli.

cell biology↗

bioRxiv2024

Weighted 2D-kernel density estimations provide a new probabilistic measure for epigenetic age

BackgroundEpigenetic aging signatures can provide insights into the human aging process. Within the last decade many alternative epigenetic clocks have been described, which are typically based on linear regression analysis of DNA methylation at multiple CG dinucleotides (CpGs). However, this approach assumes that the epigenetic modifications follow either a continuous linear or logarithmic trajectory. In this study, we explored an alternative non-parametric approach using 2D-kernel density estimation (KDE) to determine epigenetic age. ResultsWe used Illumina BeadChip profiles of blood samples of various studies, exemplarily selected the 27 CpGs with highest linear correlation with chronological age (R2 > 0.7), and computed KDEs for each of them. The probability profiles for individual KDEs were further integrated by a genetic algorithm to assign an optimal weight to each CpG. Our weighted 2D-kernel density estimation model (WKDE) facilitated age-predictions with similar correlation and precision (R2 = 0.81, median absolute error = 4 years) as other commonly used clocks. Furthermore, our approach provided a variation score, which reflects the inherent variation of age-related epigenetic changes at different CpG sites within a given sample. An increase of the variation score by one unit reduced the mortality risk by 9.2% (95% CI (0.8387, 0.9872), P <0.0160) in the Lothian Birth Cohort 1921 after adjusting for chronological age and sex. ConclusionsWe describe a new method using weighted 2D-kernel density estimation (WKDE) for accurate epigenetic age-predictions and to calculate variation scores, which provide an additional variable to estimate biological age.

genomics↗

bioRxiv2024

Epigenetic editing at individual age-associated CpGs affects the genome-wide epigenetic aging landscape

Aging is reflected by genome-wide DNA methylation changes, but it is largely unclear how these epigenetic modifications are regulated. In this study, we explored the possibility to interfere with epigenetic clocks by epigenetic editing at individual CpG sites. CRISPR-guided approaches (dCas9-DNMT3A and CRISPRoff) facilitated targeted methylation at an age-associated genomic region in PDE4C that remained stable for more than three months. Furthermore, epigenetic editing evoked many genome-wide off-target effects, which were highly reproducible and enriched at other age-associated CpGs - thus, they are not random off-target effects, but seem to resemble coregulated epigenetic bystander modifications. 4C chromatin conformation analysis at age-associated sites revealed increased interactions with bystander modifications and other age-associated CpG sites. Subsequently, we multiplexed epigenetic modifications in HEK293T and primary T cells at five genomic regions that become either hypermethylated or hypomethylated upon aging. While epigenetic editing at age-hypomethylated CpGs appeared less stable, it also resulted in a clear enrichment of bystander modifications at other age-associated CpGs. Conversely, epigenetic clocks tend to be accelerated up to ten years after targeted DNA methylation, particularly at hypermethylated CpGs. These results demonstrate that targeted epigenome editing can modulate the epigenetic aging network in its entirety and thereby interfere with epigenetic clocks.

genetics↗

bioRxiv2024

Cancer-associated fibroblasts reveal aberrant DNA methylation across different types of cancer

Cancer-associated fibroblasts (CAFs) are critical components of the tumor microenvironment. Several studies demonstrated molecular differences between CAFs and normal tissue-associated fibroblasts (NAFs). In this study, we isolated CAFs and NAFs from liver tumors and analyzed their DNA methylation profiles. A subset of the CAFs exhibited aberrant DNA methylation, which was also reflected on gene expression level. The DNA methylation at liver-CAF-specific CG dinucleotides (CpGs) was associated with survival in liver cancer data. An integrative analysis with public datasets of CAF versus NAF in different cancer types, including lung, prostate, esophagus, and gastric cancer, revealed overlapping epigenetic aberrations. CpGs with common aberrations in DNA methylation included cg09809672 (EDARADD), cg07134930 (HDAC4), and cg05935904 (intergenic). Aberrant DNA methylation at these sites was associated with prognosis in several cancer types. Thus, activation of CAFs by the tumor environment is associated with characteristic epigenetic modifications that could be used as biomarkers for disease stratification.

cancer biology↗

bioRxiv2024

Substrate elasticity does not impact on DNA methylation changes during differentiation of pluripotent stem cells

Substrate elasticity may direct cell-fate decisions of stem cells. However, it is largely unclear how matrix stiffness impacts on differentiation of induced pluripotent stem cells (iPSCs) and if this is also reflected by epigenetic modifications. We have therefore cultured iPSCs on tissue culture plastic (TCP) and polydimethylsiloxane (PDMS) with different Youngs modulus (0.2 kPa, 16 kPa, or 64 kPa) to investigate the sequel on growth and differentiation towards endoderm, mesoderm, and ectoderm. Immunofluorescence and gene expression of canonical differentiation markers was hardly affected by the substrates. Notably, when we analyzed DNA methylation profiles of undifferentiated iPSCs or after three-lineage differentiation, we did not see any significant differences on the three different PDMS elasticities. Only when we compared DNA methylation profiles on PDMS-substrates versus TCP, we observed epigenetic differences, particularly upon mesodermal differentiation. Taken together, stiffness of PDMS-substrates did not impact on directed differentiation of iPSCs, whereas the moderate epigenetic differences on TCP might also be attributed to other chemical parameters.

cell biology↗

bioRxiv2023

Rapid and synchronous chemical induction of replicative-like senescence via a small molecule inhibitor

Cellular senescence is now acknowledged as a key contributor to organismal ageing and late-life disease. Although popular, the study of senescence in vitro can be complicated by the prolonged and asynchronous timing of cells committing to it and its paracrine effects. To address these issues, we repurposed the small molecule inhibitor inflachromene (ICM) to induce senescence to human primary cells. Within six days of treatment with ICM, senescence hallmarks, including the nuclear eviction of HMGB1 and -B2, are uniformly induced across IMR90 cell populations. By generating and comparing various high throughput datasets from ICM-induced and replicative senescence, we uncovered significant similarity of the two states. Notably though, ICM suppresses the proinflammatory secretome associated with senescence, thus alleviating most paracrine effects. In summary, ICM induces a senescence-like phenotype rapidly and synchronously thereby allowing the study of its core regulatory program without any confounding heterogeneity.

genomics↗

bioRxiv2023

Longitudinal Micro-Computed Tomography Detects Onset and Progression of Pulmonary Fibrosis in Conditional Nedd4-2 Deficient Mice

ObjectivesIdiopathic pulmonary fibrosis (IPF) is a fatal lung disease which is usually diagnosed late in advanced stages. Little is known about the subclinical development of IPF. We previously generated a mouse model with conditional Nedd4-2 deficiency (Nedd4-2-/-) that develops IPF-like lung disease. The aim of this study was to characterize the onset and progression of IPF-like lung disease in conditional Nedd4-2-/- mice by longitudinal micro- computed tomography (CT). MethodsIn vivo micro-CT was performed longitudinally in control and conditional Nedd4- 2-/- mice at 1, 2, 3, 4 and 5 months after doxycycline induction. Further, terminal in vivo micro-CT followed by pulmonary function testing and post mortem micro-CT was performed in age-matched mice. Micro-CT images were evaluated for pulmonary fibrosis using an adapted fibrosis scoring system. ResultsMicro-CT is sensitive to detect onset and progression of pulmonary fibrosis in vivo and to quantify distinct radiological IPF-like features along disease development in conditional Nedd4-2-/- mice. Nonspecific interstitial alterations were detected from 3 months, whereas key features such as honeycombing-like lesions were detected from 4 months onwards. Pulmonary function inversely correlated with in vivo (r=-0.725) and post mortem (r=-0.535) micro-CT fibrosis scores. ConclusionLongitudinal micro-CT enables in vivo monitoring of onset and progression and detects radiologic key features of IPF-like lung disease in conditional Nedd4-2-/- mice. Our data support micro-CT as sensitive quantitative endpoint for preclinical evaluation of novel antifibrotic strategies. NEW & NOTEWORTHYIPF diagnosis, particularly in early stages, remains challenging. In this study micro-CT is used in conditional Nedd4-2-/- mice to closely monitor the onset and progression of IPF-like lung disease. This allowed us to track for the first time how nonspecific lung lesions develop into key IPF-like features. This approach offers a non-invasive method to monitor pulmonary fibrosis in vivo, providing a quantitative endpoint for preclinical evaluation of novel antifibrotic strategies.

pathology↗