Biology subjects

Jakobs, S.

Publications and source records attributed to Jakobs, S..

At least 19 recordsLinked to original sources

bioRxiv2026

AMPK reinforces mitochondrial metabolism and suppresses pathological remodeling in Complex V-deficient cardiomyocytes

TMEM70 variants represent the most common nuclear cause of mitochondrial ATP synthase (Complex V) deficiency and are associated with particularly severe cardiac manifestations. Yet, how TMEM70 deficiency disrupts cardiomyocyte metabolic maturation and function remains poorly understood, in part because suitable human disease models are lacking. Here, we model TMEM70-related Complex V deficiency using CRISPR-engineered human induced pluripotent stem cells differentiated into cardiomyocytes. While TMEM70-deficient pluripotent cells retain mitochondrial function, differentiated cardiomyocytes develop reduced mitochondrial membrane potential, impaired respiratory capacity, and pathological remodeling, revealing a differentiation-dependent failure of metabolic maturation. Chronic activation of AMP-activated protein kinase (AMPK) restores mitochondrial respiratory capacity despite persistent Complex V deficiency. Proteomic and metabolomic analyses reveal that AMPK activation in TMEM70-deficient cardiomyocytes reinforces mitochondrial and fatty-acid metabolism while suppressing pathological structural remodeling, accompanied by improved cardiac function. Together, these findings identify AMPK-dependent metabolic remodeling as a state-dependent mechanism of functional rescue in mitochondrial cardiomyopathy.

cell biology↗

bioRxiv2025

Self-blinking dye restores efficient use of nanobodies in single-molecule localization microscopy.

Direct stochastic optical reconstruction microscopy (dSTORM) relies on controlled fluorophore blinking to achieve nanometer-scale resolution, yet the fields benchmark dye, Alexa Fluor 647, underperforms when conjugated to nanobodies, limiting the practical use of minimal-linkage labeling strategies. Here, we show that the self-blinking dye JF635b overcomes this limitation by maintaining robust, photostable blinking upon conjugation to nanobodies under buffer-independent conditions. This enables reliable single-molecule localization microscopy without the need for complex switching buffers. Using JF635b-labeled nanobodies, we demonstrate consistent performance across multiple imaging modalities, including wide-field dSTORM, fluorescence lifetime SMLM, and MINFLUX nanoscopy, achieving localization precisions from [~]15 nm down to the sub-nanometer regime. In addition, JF635b supports long-term sample preservation and efficient blinking even in pure water, enabling minimally perturbative imaging conditions. Together, these results establish self-blinking dSTORM as a robust and accessible platform for quantitative nanoscopy across experimental contexts.

biophysics↗

bioRxiv2025

Detergent-free reconstitution of transmembrane proteins in giant liposomes of complex curvature by the Synthetic Membrane Transfer

Transmembrane proteins perform many crucial functions in the cell, including transfer of matter and information across the membrane. Giant Unilamellar Vesicles (GUVs) are the ideal tool for studying these processes; yet functional transmembrane protein reconstitution in GUVs still represents a bottleneck in bottom-up synthetic biology. Here, we developed a novel approach that we call Synthetic Membrane Transfer (SMT), where transmembrane proteins reconstituted into styrene-maleic acid particles in a detergent-free environment can be transferred to the GUV membrane. The SMT approach is a one-step, facile and general method that works for structurally diverse proteins, and it does not require any specific lipid or buffer composition. Moreover, the SMT is fully compatible with the Synthetic Membrane Shaper (SMS) technology, which allows to deform GUVs in a controlled fashion, obtaining dumbbell-shaped GUVs exhibiting a catenoid-like geometry. The combination of SMT and SMS results in functional reconstitution of transmembrane proteins in catenoid membrane necks. Using this approach, we demonstrate that Mic10, a component of the MICOS complex, directly senses membrane curvature and localizes at the neck of dumbbells GUVs, a geometry that recapitulates the shape of mitochondria cristae junctions. This paves the way for bottom-up reconstitution of the MICOS complex on a physiological membrane geometry.

synthetic biology↗

bioRxiv2025

Sarcomere analysis in human cardiomyocytes by computing radial frequency spectra

In cardiomyocytes, the basic contractile unit are sarcomeres, which are organized in a regular manner facilitating their function. Here, we present a new computational approach to assess the functional properties of sarcomeres at the nanoscale level in human cardiac cells, induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs). We combined our analysis to different types of high-resolution imaging data, structured illumination microscopy (SIM), stimulated emission depletion (STED) microscopy-based imaging, as well as confocal microscopy data. We show that the radially averaged magnitude spectrum (RAMS) revealed sarcomere properties in a human cardiomyocyte model, iPSC-CMs, and compared our RAMS-based analysis to a real-space approach based on manually selected regions of interest. Moreover, we found the RAMS method suitable to quantify molecular differences of sarcomeres such as present in severe cardiac diseases, such as dilated cardiomyopathy (DCM). Defects in the sarcomere organization that occur in the presence of inherited DCM mutations in sarcomere proteins were efficiently recapitulated by our analysis. This new approach may facilitate streamlined analysis of molecular disease-specific phenotypic imaging data of cardiac cells, aiding our deeper understanding of the molecular basis of cardiac diseases.

bioinformatics↗

bioRxiv2025

Nanobinders for Synaptotagmin 1 enable the analysis of synapticvesicle dynamics in rodent and human models.

Synaptic neurotransmission is a critical hallmark of brain activity and one of the first processes to be affected in neural diseases. Monitoring this process, and in particular synaptic vesicle recycling, in living cells has been instrumental in unraveling mechanisms responsible for neurotransmitter release. However, currently available reporters suffer from major limitations such large probe size or lack of suitability for human neurons, hampering the understanding of human synaptic pathophysiology. Here we describe the NbLumSyt1 toolkit, a panel of nanobody-based affinity probes targeting the luminal domain of the synaptic vesicle protein Synaptotagmin 1 (Syt1). These new tools enable quantitative, non-invasive imaging and functional interrogation of synaptic transmission in human neurons, with unprecedented precision, versatility and cost efficiency, in technologies ranging from fixed-and live-cell super-resolution imaging to electron microscopy and mass spectrometry. Overall, NbLumSyt1 nanobinders provide a valuable platform for human synaptic physiology and pathophysiology, benefiting fundamental neuroscience and translational efforts to study and develop treatments for brain-related disorders.

neuroscience↗

bioRxiv2025

Super-resolution microscopy of mitochondrial mRNAs

Mitochondria contain their own DNA (mtDNA) and a dedicated gene expression machinery. As the mitochondrial dimensions are close to the diffraction limit of classical light microscopy, the spatial distribution of mitochondrial proteins and in particular of mitochondrial mRNAs remains underexplored. Here, we establish single-molecule fluorescence in situ hybridization (smFISH) combined with STED and MINFLUX super-resolution microscopy (nanoscopy) to visualize individual mitochondrial mRNA molecules and associated proteins. STED nanoscopy revealed the spatial relationships between distinct mRNA species and proteins such as the RNA granule marker GRSF1, demonstrating adaptive changes in mRNA distribution and quantity in challenged mammalian cells and patient-derived cell lines. Notably, STED-smFISH showed the release of mRNAs during apoptosis, while MINFLUX revealed the folding of the mRNAs into variable shapes, as well as their spatial proximity to mitochondrial ribosomes. These protocols are transferable to various cell types and open new avenues for understanding mitochondrial gene regulation in health and disease.

cell biology↗

bioRxiv2024

Mitochondrial inner membrane remodeling as a driving force of organelle shaping

Mitochondria are dynamic organelles exhibiting diverse shapes. While the variation of shapes, ranging from spheres to elongated tubules, and the transition between them, are clearly seen in many cell types, the molecular mechanisms governing this morphological variability remain poorly understood. Here, we propose a novel shaping mechanism based on the interplay between the inner and outer mitochondrial membranes. Our biophysical model suggests that the difference in surface area, arising from the pulling of the inner membrane into cristae, correlates with mitochondrial elongation. Analysis of live cell super-resolution microscopy data supports this correlation, linking elongated shapes to the extent of cristae in the inner membrane. Knocking down cristae shaping proteins further confirms the impact on mitochondrial shape, demonstrating that defects in cristae formation correlate with mitochondrial sphericity. Our results suggest that the dynamics of the inner mitochondrial membrane are important not only for simply creating surface area required for respiratory capacity, but go beyond that to affect the whole organelle morphology. This work explores the biophysical foundations of individual mitochondrial shape, suggesting potential links between mitochondrial structure and function. This should be of profound significance, particularly in the context of disrupted cristae shaping proteins and their implications in mitochondrial diseases.

cell biology↗

bioRxiv2024

Three-dimensional multi-target super-resolution microscopy of cells using Metal-Induced Energy Transfer and DNA-PAINT

AbsrtactAchieving nanometer precision in 3D remains a major challenge in super-resolution microscopy. DNA-PAINT offers excellent lateral resolution and versatile multiplexing, but its axial localization precision is typically 3-5 times poorer, limiting quantitative 3D imaging. Here, we present MIET-PAINT, which combines DNA-PAINT with Metal-Induced Energy Transfer (MIET) to overcome this limitation. We implement MIET-PAINT on both wide-field fluorescence lifetime and confocal TCSPC platforms. Wide-field MIET-PAINT enables robust, multiplexed imaging of focal adhesion proteins and actin in fixed cells. To address the lateral resolution limits of lifetime cameras, we further developed confocal MIET-PAINT, which leverages optical background rejection and high-efficiency SPAD detection. This modality achieves [~]12 nm lateral precision and resolves the 3D architecture of microtubules, vimentin, and actin with high fidelity. MIET-PAINT thus unites nanometer-scale axial accuracy with the multiplexing versatility of DNA-PAINT, establishing a powerful tool for quantitative 3D cell biology.

biophysics↗

bioRxiv2024

MultiMatch: Geometry-Informed Colocalization in Multi-Color Super-Resolution Microscopy

With recent advances in multi-color super-resolution light microscopy it has become possible to simultaneously visualize multiple subunits within complex biological structures at nanometer resolution. To opti-mally evaluate and interpret spatial proximity of stainings on such an image, colocalization analysis tools have to be able to integrate prior knowledge on the local geometry of the recorded biological complex. Here, we present MultiMatch to analyze the abundance and location of chain-like particle arrangements in multi-color microscopy based on multi-marginal optimal unbalanced transport methodology. Our object-based colocalization model statistically addresses the effect of incomplete labeling efficiencies enabling inference on existent, but not fully observ-able particle chains. We showcase that MultiMatch is able to consistently recover all existing chain structures in three-color STED images of DNA origami nanorulers and outperforms established geometry-uninformed triplet colocalization methods in this task in a simulation study. Further-more, MultiMatch also excels in the evaluation of simulated four-color STED images and generalizations to even more color channels can be immediately derived from our analysis. MultiMatch is provided as a user-friendly Python package comprising intuitive colocalization visual-izations and a computationally efficient network flow implementation.

bioinformatics↗

bioRxiv2024

In-situ architecture of the human prohibitin complex

Prohibitins are a highly conserved family of proteins that have been implicated in a variety of functions including mitochondrial stress signalling and housekeeping, cell cycle progression, apoptosis, lifespan regulation and many others1, 2. The human prohibitins PHB1 and PHB2 have been proposed to act as scaffolds within the mitochondrial inner membrane, but their molecular organisation remained elusive. Using an integrative structural biology approach combining quantitative Western blotting, cryo-electron tomography, subtomogram averaging and molecular modelling, we determined the molecular organisation of the human prohibitin complex within the mitochondrial inner membrane. The proposed bell-shaped structure consists of eleven alternating PHB1 and PHB2 molecules. This study reveals an average of about 43 prohibitin complexes per crista, covering 1-3 % of the cristae membranes. These findings provide a structural basis for understanding the functional contributions of prohibitins to the integrity and spatial organisation of the mitochondrial inner membrane.

cell biology↗

bioRxiv2023

Endogenous BAX and BAK form mosaic rings of variable size and composition on apoptotic mitochondria

One hallmark of apoptosis is the oligomerization of BAX and BAK to form a pore in the mitochondrial outer membrane, which mediates the release of pro-apoptotic intermembrane space proteins into the cytosol. Cells overexpressing BAX or BAK fusion proteins are a powerful model system to study the dynamics and localization of these proteins in cells. However, it is unclear whether overexpressed BAX and BAK form the same ultrastructural assemblies following the same temporal hierarchy as endogenously expressed proteins. Combining live- and fixed-cell STED super-resolution microscopy, we show that overexpression of BAK results in novel BAK structures, which are virtually absent in non-overexpressing apoptotic cells. We further demonstrate that in wildtype cells, BAK is recruited to apoptotic pores before BAX. Both proteins together form unordered, mosaic rings on apoptotic mitochondria in immortalized cell culture models as well as in human primary cells. In BAX- or BAK-single-knockout cells, the remaining protein is able to form rings independently. The heterogeneous nature of these rings corroborates the toroidal apoptotic pore model.

cell biology↗

bioRxiv2023

The Drosophila MIC10 orthologue has a propensity to polymerize into cristae-shaping filaments

Mitochondria are essential eukaryotic double-membrane organelles. The convoluted mitochondrial inner membrane forms highly organized invaginations, termed cristae, which are crucial for energy metabolism. Cristae formation requires MICOS, a conserved hetero-oligomeric inner membrane complex. The MICOS core subunit MIC10 is a small transmembrane protein that oligomerizes through highly conserved glycine-rich motifs to control cristae formation. Sequence alignments show that D. melanogaster exhibits three MIC10-like proteins with different tissue-specific expression patterns. Here, we show that the ubiquitously expressed Dmel_CG41128/MINOS1b/DmMIC10b is the major MIC10 orthologue in flies. Loss of DmMIC10b disturbs cristae architecture of mitochondria and reduces the life-span and fertility of flies. Moreover, using fluorescence nanoscopy and electron tomography, we demonstrate that despite its high similarity to the MIC10 proteins from yeast and humans, DmMIC10b exhibits the unique ability to polymerize into elongated filaments upon overexpression. DmMIC10b filaments form bundles which accumulate in the intermembrane space and alter the shape of mitochondrial cristae membranes. We show that the formation of the filaments relies on conserved glycine and cysteine residues and is suppressed by co-expression of other MICOS proteins. Thereby, our findings provide new insights into the regulation of MICOS in flies.

cell biology↗

bioRxiv2023

Deep learning enables fast, gentle STED microscopy

STED microscopy is widely used to image subcellular structures with super-resolution. Here, we report that denoising STED images with deep learning can mitigate photobleaching and photodamage by reducing the pixel dwell time by one or two orders of magnitude. Our method allows for efficient and robust restoration of noisy 2D and 3D STED images with multiple targets and facilitates long-term imaging of mitochondrial dynamics.

bioengineering↗

bioRxiv2022

Age-dependent structural reorganization of utricular ribbon synapses

In mammals, spatial orientation is synaptically-encoded by sensory hair cells of the vestibular labyrinth. Vestibular hair cells (VHCs) harbor synaptic ribbons at their presynaptic active zones (AZs), which play a critical role in molecular scaffolding and facilitate synaptic release and vesicular replenishment. With advancing age, the prevalence of vestibular deficits increases; yet, a direct link to the functional decline of VHC ribbon synapses remains to be demonstrated. To address this issue, we investigated the effects of aging on the ultrastructure of the ribbon-type AZs in murine utricles using various electron microscopic techniques and combined them with confocal and super-resolution light microscopy as well as metabolic imaging up to one year of age. In older animals, we detected predominantly in type I VHCs the formation of floating ribbon clusters. Our findings suggest that VHC ribbon-type AZs undergo dramatic structural alterations upon aging.

cell biology↗

bioRxiv2022

Multi-color live-cell STED nanoscopy of mitochondria with a gentle inner membrane stain

Capturing mitochondrias intricate and dynamic structure poses a daunting challenge for optical nanoscopy. Different labeling strategies have been demonstrated for live-cell stimulated emission depletion (STED) microscopy of mitochondria, but orthogonal strategies are yet to be established, and image acquisition has suffered either from photodamage to the organelles or from rapid photobleaching. Therefore, live-cell nanoscopy of mitochondria has been largely restricted to 2D single-color recordings of cancer cells. Here, by conjugation of cyclooctatetraene to a benzo-fused cyanine dye, we report a mitochondrial inner-membrane (IM) fluorescent marker, PK Mito Orange (PKMO), featuring efficient STED at 775 nm, strong photostability and markedly reduced phototoxicity. PKMO enables super-resolution recordings of inner-membrane dynamics for extended periods in immortalized mammalian cell lines, primary cells, and organoids. Photostability and reduced phototoxicity of PKMO open the door to live-cell 3D STED nanoscopy of mitochondria for three-dimensional analysis of the convoluted IM. PKMO is optically orthogonal with green and far-red markers allowing multiplexed recordings of mitochondria using commercial STED microscopes. Using multi-color STED, we demonstrate that imaging with PKMO can capture the sub-mitochondrial localization of proteins, or interactions of mitochondria with different cellular components, such as the ER or the cytoskeleton at sub-100 nm resolution. Thereby, this work offers a versatile tool for studying mitochondrial inner-membrane architecture and dynamics in a multiplexed manner.

cell biology↗

bioRxiv2022

Structural insights into crista junction formation by the Mic60-Mic19 complex

Mitochondrial cristae membranes are the oxidative phosphorylation sites in cells. Crista junctions (CJs) form the highly curved neck regions of cristae and are thought to function as selective entry gates into the cristae space. Little is known about how CJs are generated and maintained. We show that the central coiled-coil domain of the mitochondrial contact and cristae organizing system (MICOS) subunit Mic60 forms an elongated, bow tie-shaped tetrameric assembly. Mic19 promotes Mic60 tetramerization via a conserved interface between the Mic60 mitofilin and Mic19 CHCH domains. Dimerization of mitofilin domains exposes a crescent-shaped membrane-binding site with convex curvature tailored to interact with curved CJ necks. Our study suggests that the Mic60-Mic19 subcomplex transverses CJs as a molecular strut, thereby controlling CJ architecture and function.

cell biology↗

bioRxiv2021

Optimal Precision and Accuracy in 4Pi-STORM using Dynamic Spline PSF Models

Dual-objective 4Pi fluorescence detection enables single molecule localization microscopy, e.g. PALM and STORM, with sub-10 nanometer spatial resolution in 3D. Despite its outstanding sensitivity, wider application of this technique has been hindered by complex instrumentation requirements and the challenging nature of the data analysis. The point spread function (PSF) of the 4Pi optical system is difficult to model, leading to periodic image artifacts and compromised resolution. In this work we report the development of a 4Pi-STORM microscope which obtains improved resolution and accuracy by modeling the 4Pi PSF dynamically, while using a simpler optical design. We introduce dynamic spline PSF models, which incorporate fluctuations in the modulation phase of the experimentally determined PSF, capturing the temporal dynamics of the optical system. Our method reaches the theoretical limits for localization precision while largely eliminating phase-wrapping artifacts, by making full use of the information content of the data. With a 3D precision as high as 2 - 3 nanometers, 4Pi-STORM achieves new levels of image detail, and extends the range of biological questions that can be addressed by fluorescence nanoscopy, as we demonstrate by investigating protein and nucleic acid organization in primary neurons and mammalian mitochondria.

biophysics↗

bioRxiv2020

MINSTED fluorescence localization and nanoscopy

We introduce MINSTED, a stimulated-emission-depletion (STED) based fluorescence localization and super-resolution microscopy concept providing spatial precision and resolution down to the molecular scale. In MINSTED, the intensity minimum of the STED donut, and hence the point of minimal STED, serves as a movable reference coordinate for fluorophore localization. As the STED rate, the background, and the required number of fluorescence detections are low compared to most other STED microscopy and localization methods, MINSTED entails substantially less fluorophore bleaching. In our implementation, 200-1000 detections per fluorophore provide a localization precision of 1-3 nm in standard deviation, which in conjunction with independent single fluorophore switching translates to a ~100-fold improvement of far-field microscopy resolution over the diffraction limit. The performance of MINSTED nanoscopy is demonstrated by imaging the distribution of Mic60 proteins in the mitochondrial inner membrane of human cells.

biophysics↗