Biology subjects

Koopmans, P. J.

Publications and source records attributed to Koopmans, P. J..

10 recordsLinked to original sources

bioRxiv2026

Exercise preconditioning confers skeletal muscle myometaplasticity

Previously exercise trained skeletal muscle is more growth-responsive to retraining. Using a murine training-detraining-retraining approach and multi-omics, we find that Pecam1 gene expression is lower, but capillarization is appreciably higher in previously trained (preconditioned) relative to naive trained control muscle. Greater capillarity could be permissive for accelerated hypertrophic adaptation. Exercise preconditioned myonuclei feature differential promoter CpG regulation in genes related to Wnt signaling. These epigenetic alterations with retraining align with our prior observations of methylation changes within the same pathway after a longer period of chronic training, suggesting a more rapid response due to preconditioning. Methylome-transcriptome integration and single myonucleus RNA-sequencing expose the polyamine metabolism enzyme Smox as a target that relates to heightened hypertrophic adaptability with retraining. Smox induction is sufficient to cause hypertrophy in aligned myotubes cultured on a stiffness-tuned substrate along with a growth-supportive transcriptional program. Integration of our multi-omics data suggests that Smox regulates repression of Ddit4/Redd1 (an inhibitor of mTORC1 signaling) after retraining. Smox may govern a favorable muscle fiber growth environment in previously trained muscle by sensitizing anabolic potential through polyamine metabolism. A lower adaptive threshold mediated by Smox could contribute to myometaplasticity, or a change to how subsequent muscle adaptations are made.

molecular biology↗

bioRxiv2026

Myonuclear Dynamics After Skeletal Muscle Surgical Injury

A hallmark of damaged skeletal muscle fibers is displaced myonuclei that are no longer peripherally positioned. Displaced myonuclei are dogmatically thought to be derived exclusively from muscle stem cell (satellite cell) fusion. Using a surgical resection muscle injury model and in vivo recombination-independent resident myonuclear labeling, we detail the prevalence, time course, and origin of displaced myonuclei in response to a non-chemically-mediated muscle trauma. We found that: 1) non-satellite cell-derived (resident) displaced myonuclei emerge seven days after surgical injury in similar proportion to exogenous (satellite cell-derived) displaced myonuclei in intact muscle fibers, with a biased prevalence in myosin heavy chain IIB muscle fibers, 2) muscle fibers with multiple ([≥]2) displaced resident myonuclei was an unexpected but noteworthy feature of muscle fibers 7 days after injury, 3) embryonic myosin-expressing fibers at seven days post-surgery expectedly contain predominantly satellite-cell derived displaced myonuclei, but a subset have displaced resident myonuclei, and 4) satellite cell numbers in intact muscle do not increase until 7 days post-surgery. These data may help inform whether to target satellite cell-initiated processes, myonuclear-initiated processes, or both to facilitate muscle fiber injury repair. This information could lead to more effective therapeutic strategies for treating muscle trauma.

cell biology↗

bioRxiv2025

The Age-Dependent Resident Myonuclear Multi-Omic Response to a Skeletal Muscle Hypertrophic Stimulus

A detailed analysis of how muscle fiber nuclei (myonuclei) respond to a hypertrophic stimulus would provide a critical step toward understanding compromised skeletal muscle plasticity with age. We used recombination-independent doxycycline-inducible myonucleus-specific fluorescent labelling, tissue RNA-sequencing, myonuclear DNA methylation analysis, multi-omic integration, and single myonucleus RNA-sequencing to define the molecular characteristics of adult (6-8 month) and aged (24 month) murine skeletal muscle after acute mechanical overload (MOV). In adult and aged MOV muscles, we found that: 1) similarities in the transcriptional response to loading - specifically in metabolism genes - were partly explained by a post-transcriptional microRNA-mediated mechanism, which we corroborated using an inducible muscle fiber-specific miR-1 knockout model, 2) differences in age-dependent transcriptional responses were linked to the magnitude and location of differential DNA methylation in resident myonuclei, specifically around hypertrophy-associated genes such as Myc, Runx1, Mybph, Ankrd1, collagen genes, and minichromosome maintenance genes, 3) adult and aged resident myonuclear transcriptomes had differing enrichment for innervation-related transcripts as well as unique transcriptional profiles in an Atf3+ "sarcomere assembly" population after MOV, and 4) cellular deconvolution analysis supports a role for neuromuscular junction regulation in age-specific hypertrophic adaptation. These data are a roadmap for uncovering molecular targets to enhance aged muscle adaptability.

cell biology↗

bioRxiv2025

Displaced myonuclei are attributable to both resident myonuclear migration and stem cell fusion during mechanical loading in adult skeletal muscle

Non-peripheral myonuclei are characteristic of skeletal muscle pathology and severe injury but also appear after exercise and with aging. Displaced myonuclei are typically attributed to the activity of muscle stem cells, or satellite cells. We sought to address whether displaced myonuclei in adult skeletal muscle are exclusively from an exogenous source such as satellite cells or can result from resident myonuclear migration. To address this question, we used a murine recombination-independent muscle fibre-specific doxycycline-inducible fluorescent myonuclear labelling approach, EdU stem cell fate tracking, two durations of muscle mechanical overload (MOV, 3 days and 7 days), and fluorescent histology. Our findings show that: 1) displaced myonuclei emerge early during MOV, 2) resident myonuclear movement occurs rapidly during MOV, and 3) the contribution of resident versus exogenous displaced myonuclei depends on MOV duration, fibre type, and fibre size. These observations provide fundamental insights on myonuclear motility in response to stress in vivo and reframe our understanding of how a recognized feature of mammalian skeletal muscle can emerge in response to mechanical loading. SummaryRecombination-independent muscle fibre-specific doxycycline-inducible fluorescent myonuclear labelling in adult mice unambiguously reveals how resident myonuclei relocate rapidly during stress and contribute to the appearance of displaced myonuclei.

cell biology↗

bioRxiv2024

microRNA-1 Regulates Metabolic Flexibility in Skeletal Muscle via Pyruvate Metabolism

MicroRNA-1 (miR-1) is the most abundant miRNA in adult skeletal muscle. To determine the function of miR-1 in adult skeletal muscle, we generated an inducible, skeletal muscle-specific miR-1 knockout (KO) mouse. Integration of RNA-sequencing (RNA-seq) data from miR-1 KO muscle with Argonaute 2 enhanced crosslinking and immunoprecipitation sequencing (AGO2 eCLIP-seq) from human skeletal muscle identified miR-1 target genes involved with glycolysis and pyruvate metabolism. The loss of miR-1 in skeletal muscle induced cancer-like metabolic reprogramming, as shown by higher pyruvate kinase muscle isozyme M2 (PKM2) protein levels, which promoted glycolysis. Comprehensive bioenergetic and metabolic phenotyping combined with skeletal muscle proteomics and metabolomics further demonstrated that miR-1 KO induced metabolic inflexibility as a result of pyruvate oxidation resistance. While the genetic loss of miR-1 reduced endurance exercise performance in mice and in C. elegans, the physiological down-regulation of miR-1 expression in response to a hypertrophic stimulus in both humans and mice causes a similar metabolic reprogramming that supports muscle cell growth. Taken together, these data identify a novel post-translational mechanism of adult skeletal muscle metabolism regulation mediated by miR-1.

physiology↗

bioRxiv2024

The 24-Hour Time Course of Integrated Molecular Responses to Resistance Exercise in Human Skeletal Muscle Implicates MYC as a Hypertrophic Regulator That is Sufficient for Growth

Molecular control of recovery after exercise in muscle is temporally dynamic. A time course of biopsies around resistance exercise (RE) combined with -omics is necessary to better comprehend the molecular contributions of skeletal muscle adaptation in humans. Vastus lateralis biopsies before and 30 minutes, 3-, 8-, and 24-hours after acute RE were collected. A time-point matched biopsy-only group was also included. RNA-sequencing defined the transcriptome while DNA methylomics and computational approaches complemented these data. The post-RE time course revealed: 1) DNA methylome responses at 30 minutes corresponded to upregulated genes at 3 hours, 2) a burst of translation- and transcription-initiation factor-coding transcripts occurred between 3 and 8 hours, 3) global gene expression peaked at 8 hours, 4) ribosome-related genes dominated the mRNA landscape between 8 and 24 hours, 5) methylation-regulated MYC was a highly influential transcription factor throughout the 24-hour recovery and played a primary role in ribosome-related mRNA levels between 8 and 24 hours. The influence of MYC in human muscle adaptation was strengthened by transcriptome information from acute MYC overexpression in mouse muscle. To test whether MYC was sufficient for hypertrophy, we generated a muscle fiber-specific doxycycline inducible model of pulsatile MYC induction. Periodic 48-hour pulses of MYC over 4 weeks resulted in higher muscle mass and fiber size in the soleus of adult female mice. Collectively, we present a temporally resolved resource for understanding molecular adaptations to RE in muscle and reveal MYC as a regulator of RE-induced mRNA levels and hypertrophy.

cell biology↗

bioRxiv2021

Investigation of layer specific BOLD in the human visual cortex during visual attention

Directing spatial attention towards a particular stimulus location enhances cortical responses at corresponding regions in cortex. How attention modulates the laminar response profile within the attended region, however, remains unclear. In this paper, we use high field (7T) fMRI to investigate the effects of attention on laminar activity profiles in areas V1-V3; both when a stimulus was presented to the observer, and in the absence of visual stimulation. Replicating previous findings, we find robust increases in the overall BOLD response for attended regions in cortex, both with and without visual stimulation. When analyzing the BOLD response across the individual layers in visual cortex, we observed no evidence for laminar-specific differentiation with attention. We offer several potential explanations for these results, including theoretical, methodological and technical reasons. Additionally, we provide all data and pipelines openly, in order to promote analytic consistency across layer-specific studies, improve reproducibility, and decrease the false positive rate as a result of analytical flexibility.

neuroscience↗

bioRxiv2020

Relating neural oscillations to laminar fMRI connectivity

Laminar fMRI holds the potential to study connectivity at the laminar level in humans. Here we analyze simultaneously recorded EEG and high resolution fMRI data to investigate how EEG power modulations, induced by a task with an attentional component, relate to changes in fMRI laminar connectivity between and within brain regions. Our results indicate that our task induced decrease in beta power relates to an increase in deep-to-deep layer coupling between regions and to an increase in deep/middle-to-superficial layer connectivity within brain regions. The attention-related alpha power decrease predominantly relates to reduced connectivity between deep and superficial layers within brain regions, since, unlike beta power, alpha power was found to be positively correlated to connectivity. We observed no strong relation between laminar connectivity and gamma band oscillations. These results indicate that especially beta band, and to a lesser extent alpha band oscillations relate to laminar specific fMRI connectivity. These differential effects for the alpha and beta bands suggest a complex picture of possibly co-occurring neural processes that can differentially affect laminar connectivity.

neuroscience↗

bioRxiv2018

Diffusion Acceleration with Gaussian process Estimated Reconstruction (DAGER)

PurposeImage acceleration provides multiple benefits to diffusion MRI (dMRI), with in-plane acceleration reducing distortion and slice-wise acceleration increasing the number of directions that can be acquired in a given scan time. However, as acceleration factors increase, the reconstruction problem becomes ill-conditioned, particularly when using both in-plane acceleration and simultaneous multi-slice (SMS) imaging. In this work, we develop a novel reconstruction method for in-vivo MRI acquisition that provides acceleration beyond what conventional techniques can achieve.\n\nTheory and MethodsWe propose to constrain the reconstruction in the spatial (k) domain by incorporating information from the angular (q) domain. This approach exploits smoothness of the signal in q-space using Gaussian processes, as has previously been exploited in post-reconstruction analysis. We demonstrate in-plane acceleration exceeding the theoretical parallel imaging limits, and SMS combined with in-plane acceleration at a total factor of 12. This reconstruction is cast within a Bayesian framework that incorporates estimation of smoothness hyper-parameters, with no need for manual tuning.\n\nResultsSimulations and in vivo results demonstrate superior performance of the proposed method compared with conventional parallel imaging methods. These improvements are achieved without loss of spatial or angular resolution and require only a minor modification to standard pulse sequences.\n\nConclusionThe proposed method provides improvements over existing methods for diffusion acceleration, particularly for high SMS acceleration with in-plane undersampling.

neuroscience↗

bioRxiv2018

Improved cortical boundary registration for locally distorted fMRI scans

With continuing advances in MRI techniques and the emergence of higher static field strengths, submillimetre spatial resolution is now possible in human functional imaging experiments. This has opened up the way for more specific types of analysis, for example investigation of the cortical layers of the brain. With this increased specificity, it is important to correct for the geometrical distortions that are inherent to echo planar imaging (EPI). Inconveniently, higher field strength also increases these distortions. The resulting displacements can easily amount to several millimetres and as such pose a serious problem for laminar analysis. We here present a method, Recursive Boundary Registration (RBR), that corrects distortions between an anatomical and an EPI volume. By recursively applying Boundary Based Registration (BBR) on progressively smaller subregions of the brain we generate an accurate whole-brain registration, based on the grey-white matter contrast. Explicit care is taken that the deformation does not break the topology of the cortical surface, which is an important requirement for several of the most common subsequent steps in laminar analysis. We show that RBR obtains submillimetre accuracy with respect to a manually distorted gold standard, and apply it to a set of human in vivo scans to show a clear increase in spacial specificity. RBR further automates the process of non-linear distortion correction. This is an important step towards routine human laminar fMRI. We provide the code for the RBR algorithm, as well as a variety of functions to better investigate registration performance in a public GitHub repository, https://github.com/TimVanMourik/OpenFmriAnalysis, under the GPL 3.0 license.

neuroscience↗