Biology subjects

Scheja, L.

Publications and source records attributed to Scheja, L..

6 recordsLinked to original sources

bioRxiv2025

Shiny-Calorie: A context-aware application for indirect calorimetry data analysis and visualization using R

Indirect calorimetry is a cornerstone technique for metabolic phenotyping of animal models in preclinical research, with well-established experimental protocols and platforms. However, a flexible, extensible, and user-friendly software suite that enables standardized integration of data and metadata from diverse metabolic phenotyping platforms--followed by unified statistical analysis and visualization--remains absent. We present Shiny-Calorie, an open-source interactive web application for transparent data and metadata integration, comprehensive statistical data analysis, and visualization of indirect calorimetry datasets. Shiny-Calorie is compatible with data formats from widely used commercial metabolic phenotyping platforms, such as TSE and Sable Systems, and includes functionality for exporting processed data in these formats. Built using GNU R and a Shiny-based reactive interface, Shiny-Calorie enables intuitive exploration of complex, multi-modal longitudinal datasets comprising categorical, continuous, ordinal, and count variables. The platform incorporates state-of-the-art statistical methods for robust hypothesis testing, thereby facilitating biologically meaningful interpretation of energy metabolism phenotypes, including resting metabolic rate and energy expenditure. Overall, Shiny-Calorie streamlines routine analysis workflows and enhances reproducibility and transparency in metabolic phenotyping studies.

bioinformatics↗

bioRxiv2025

Single-nucleus mRNA-sequencing reveals dynamics of lipogenic and thermogenic adipocyte populations in murine brown adipose tissue in response to cold exposure

Brown adipose tissue (BAT) comprises a heterogeneous population of adipocytes and non-adipocyte cell types. To characterize these cellular subpopulations and their adaptation to cold, we performed single-nucleus mRNA-sequencing (snRNA-seq) on interscapular BAT from mice maintained at room temperature or exposed to acute (24h) or chronic (10 days) cold (6{degrees}C). To investigate the role of the de novo lipogenesis (DNL)-regulating transcription factor carbohydrate response element-binding protein (ChREBP), we analyzed control and brown adipocyte-specific ChREBP knockout mice. We identified different cell populations, including seven brown adipocyte subtypes with distinct metabolic profiles. One of them highly expressed ChREBP and DNL enzymes. Notably, these lipogenic adipocytes were highly sensitive to acute cold exposure, showing a marked depletion in BAT of control mice that was compensated by other brown adipocyte subtypes maintaining DNL. Chronic cold exposure resulted in an expansion of basal brown adipocytes and adipocytes putatively derived from stromal and endothelial precursors. In ChREBP-deficient mice, lipogenic adipocytes were almost absent under all conditions, identifying the transcription factor as a key determinant of this adipocyte subtype. Pathway and cell-cell interaction analyses implicated a Wnt-ChREBP axis in the maintenance of lipogenic adipocytes, with Wnt ligands from stromal and muscle cells providing instructive cues. Our findings provide a comprehensive atlas of BAT cellular heterogeneity and reveal a critical role for ChREBP in lipogenic adipocyte identity, with implications for BAT plasticity and metabolic function.

cell biology↗

bioRxiv2024

A non-catalytic function of a disintegrin and metalloprotease 10 determines hepatic progenitor cell fate

During chronic liver disease, hepatocytes may undergo proliferative arrest, leading to the activation, expansion and differentiation of hepatic progenitor cells (HPCs). Here we observe that expression of A Disintegrin And Metalloprotease (ADAM) 10 is increased in human and murine chronic liver disease correlating with HPC expansion. We report that proteolytic processing of ADAM10 by ADAM9 and generation of an ADAM10 intracellular domain that translocates to the nucleus, rather than ADAM10 enzymatic activity is essential for the regulation of HPC gene expression and differentiation. Genetic loss of ADAM10 in vitro and in vivo enhances stemness gene expression, increases the accumulation of undifferentiated HPCs and promotes the formation of liver fibrosis. Taken together, we demonstrate that a non-catalytic function of ADAM10 is an essential regulator of HPC fate and HPC-driven regeneration. Our data ascribe a non-proteolytic function to ADAM proteases which may be a general concept in adult tissue stem cells.

cell biology↗

bioRxiv2024

From Planning Stage To FAIR Data: A Practical Metadatasheet For Biomedical Scientists

Datasets consist of measurement data and metadata. Metadata provides context, essential for understanding and (re-)using data. Various metadata standards exist for different methods, systems and contexts. However, relevant information resides at differing stages across the data-lifecycle. Often, this information is defined and standardized only at publication stage, which can lead to data loss and workload increase. In this study, we developed Metadatasheet, a metadata standard based on interviews with members of two biomedical consortia and systematic screening of data repositories. It aligns with the data-lifecycle allowing synchronous metadata recording within Microsoft Excel, a widespread data recording software. Additionally, we provide an implementation, the Metadata Workbook, that offers user-friendly features like automation, dynamic adaption, metadata integrity checks, and export options for various metadata standards. By design and due to its extensive documentation, the proposed metadata standard simplifies recording and structuring of metadata for biomedical scientists, promoting practicality and convenience in data management. This framework can accelerate scientific progress by enhancing collaboration and knowledge transfer throughout the intermediate steps of data creation.

bioinformatics↗

bioRxiv2023

The endosomal sorting complex Retromer has a central role insystemic cholesterol homeostasis by controlling endo-lysosomal cholesterol transport in hepatocytes

BackgroundDisturbed hepatic cholesterol homeostasis is associated with multiple diseases, including atherosclerotic cardiovascular disease and metabolic dysfunction- associated steatotic liver disease. The endo-lysosomal system is essential for cholesterol uptake and intracellular distribution, yet the mechanisms governing these processes remain incompletely understood. Here, we investigated the impact of hepatic VPS35, a subunit of the endosomal sorting complex retromer, on hepatocellular and whole-body cholesterol homeostasis. MethodsWe generated a liver-specific Vps35 knockout mouse model (Vps35HepKO) and applied biochemical analyses, proteomics, and stable-isotope-labeled tracers to quantify critical processes of cholesterol metabolism. Human iPSC-derived liver organoids and CRISPR technology were used to translate our findings to humans. Mechanistic studies were performed in precision-cut liver slices from WT and Vps35HepKO mice. ResultsHepatic VPS35 deficiency led to an increase in endo-lysosomal degradative compartments and a marked reduction in specific lysosomal proteins, including lysosomal acid lipase (LAL), Scavenger Receptor Class B Member 2 (SCARB2), and Niemann-Pick type C1 (NPC1). Using pathway-specific inhibitors, we showed that VPS35 loss impairs the translation of SCABR2 and NPC1. Consistently, human iPSC-derived liver organoids lacking VPS35 also exhibited reduced expression of NPC1 and SCARB2 proteins. The decrease in these lysosomal proteins correlated with increased cholesterol levels in the plasma and liver of Vps35HepKO mice. This was likely explained by the disrupted cholesterol trafficking through the endo-lysosomal system, delayed plasma cholesterol turnover, and upregulated cholesterol biosynthesis. ConclusionThese findings uncover a previously unknown role for the hepatic retromer complex in maintaining systemic cholesterol homeostasis. Beyond its established function in endosomal cargo transport, we now demonstrate that retromer is also essential for lysosomal cholesterol handling. This role is mediated by regulating key lysosomal proteins involved in cholesterol metabolism, including LAL, NPC1, and SCARB2.

molecular biology↗

bioRxiv2022

Homeostatic feedback between lysosomal mTORC1 and mTORC2-AKT signaling controls nutrient uptake in brown adipose tissue

In brown adipose tissue (iBAT), the balance of lipid/glucose uptake and lipolysis is regulated by insulin signaling. Downstream of the insulin receptor, PDK1 and mTORC2 phosphorylate AKT, which activates glucose uptake and lysosomal mTORC1 signaling. The latter requires the late endosomal/lysosomal adaptor and MAPK and mTOR activator (LAMTOR/Ragulator). Deletion of LAMTOR2 (and thereby loss of the LAMTOR complex) in mouse adipocytes resulted in insulin-independent AKT hyperphosphorylation in iBAT, causing increased glucose and fatty acid uptake as evidenced by massively enlarged lipid droplets. As LAMTOR2 was essential for the upregulation of de novo lipogenesis, LAMTOR2 deficiency triggered exogenous glucose storage as glycogen in iBAT. These effects are cell autonomous, since AKT hyperphosphorylation was reversed by PI3K inhibition or by deletion of the mTORC2 component Rictor in LAMTOR2-deficient mouse embryonic fibroblasts. We identified a homeostatic circuit connecting LAMTOR-mTORC1 signaling with PI3K-mTORC2-AKT signaling downstream of the insulin receptor to maintain iBAT metabolism.

cell biology↗