Search bioRxiv⌕ Search
Home/Archive/bioRxiv

bioRxiv · 10.1101/2023.04.13.536749

Design of a stem cell-based therapy for ependymal repair in hydrocephalus associated with germinal matrix hemorrhages

Rodriguez-Perez, L. M.·Ojeda-Perez, B.·Garcia-Bonilla, M.·Lopez-de-San-Sebastian, J.·Gonzalez-Garcia, M.·Fernandez-Munoz, B.·Sanchez-Pernaute, R.·Garcia-Martin, M. L.·Dominguez-Pino, D.·Cardenas-Garcia, C.·Jimenez-Lara, A. J.·Paez-Gonzalez, P.
View original source ↗Export metadata ↓

Abstract

Germinal matrix hemorrhages (GMH) and the consequent posthemorrhagic hydrocephalus (PHH) are among the most common and severe neurological complications of preterm birth that require lifelong complex neurosurgical care. GMH and PHH provoke disruption of neuroepithelium/ependyma development, a key structure implicated in brain development and homeostasis. Neuroepithelial/ependymal damage causes lifelong cognitive and motor deficits; however, no therapy is directed to recover the damaged ependyma. This study is aimed to test the possibilities of ependymal repair in GMH/PHH using neural stem cells (NSCs) or ependymal progenitors (EpPs). Thus, it sets the basis for a therapeutic approach to treating ependymal damage and preventing brain developmental deficits. GMH/PHH was induced in 4-day-old mice using different experimental procedures involving collagenase, blood, or blood serum injections. PHH severity was characterized using magnetic resonance, immunofluorescence, and protein expression quantification with mass spectrometry. Additionally, a new exvivo approach using ventricular walls from mice developing moderate and severe GMH/PHH was generated to study ependymal restoration and wall regeneration after stem cell treatments. NSCs or EpPs obtained from newborn mice were transplanted in the explants, and pretreatment with mesenchymal stem cells (MSCs) was tested. Ependymal differentiation and the effect of MSC-conditioned microenvironment were investigated in both explants and primary cultures. In the animals, PHH severity was correlated with the extension of GMH, ependymal disruption, astroglial/microglial reactions, and ventriculomegaly. In the explants, the severity and extension of GMH hindered the survival rates of the transplanted NSCs/EpPs. In the explants affected with GMH, new multiciliated ependymal cells could be generated from transplanted NSCs and, more efficiently, from EpPs. Blood and TNF negatively affected ciliogenesis in cells expressing Foxj1. Pretreatment with mesenchymal stem cells (MSC) improved the survival rates of EpPs and ependymal differentiation while reducing the edematous and inflammatory conditions in the explants. In conclusion, in GMH/PHH, the ependyma can be restored from either NSC or EpP transplantation, being EpPs in an MSC-conditioned microenvironment more efficient for this purpose. Modifying the neuroinflammatory microenvironment by MSC pretreatment positively influenced the success of the ependymal restoration.

Source connections

Explore related subjects

neurosciencePreprint

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Rodriguez-Perez, L. M., Ojeda-Perez, B., Garcia-Bonilla, M., Lopez-de-San-Sebastian, J., Gonzalez-Garcia, M., Fernandez-Munoz, B., Sanchez-Pernaute, R., Garcia-Martin, M. L., Dominguez-Pino, D., Cardenas-Garcia, C., Jimenez-Lara, A. J., Paez-Gonzalez, P.. 2023-04-13. Design of a stem cell-based therapy for ependymal repair in hydrocephalus associated with germinal matrix hemorrhages. https://doi.org/10.1101/2023.04.13.536749

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

bioRxiv2026

The Unreasonable Effectiveness of Cell Types in Describing Neuronal Physiological Features

Single-cell RNA sequencing (scRNA-seq) captures detailed gene expression profiles at scale, while patch-clamp recordings measure intrinsic neuronal electrophysiological properties. Modeling the relations between these two modalities remains a challenge. Here, we compare how well electrophysiological features can be predicted by traditional transcriptomic cell type classification, representations derived from a foundational model (scGPT) pretrained on large-scale scRNA-seq datasets, ion channel-coding genes, and highly variable genes. Using paired transcriptomic and electrophysiological patch-sequencing data from 495 human neurons from neurosurgical tissue, we find that cluster-level cell type representations consistently outperform highly variable gene selection, ion channel gene selection, and context-enriched scGPT embeddings. Notably, performance varies across model architectures and initializations, and the best results are obtained by combining the outputs of separate cell type and scGPT-based models. Together, these findings suggest that traditional discrete cellular classification is highly effective in predicting physiological features. For maximum performance it can be complemented by pretrained transformer models.

neuroscience↗
bioRxiv2026

A nonlinear inhibition pathway underlying cortical responses to tuned holographic optogenetic perturbations

Optogenetics enables causal manipulation of cortical activity. Perturbation responses can be counterintuitive due to network interactions, making theory essential for predicting them. Existing approaches often rely on linear approximations, which fail for many biologically relevant perturbations. Here we develop a nonlinear theory of responses to holographic perturbations in cell-type-specific recurrent networks with structured connectivity. We fit a nonlinear model to mouse V1 data, which shows cotuned-ensemble suppression: perturbing spatially clustered neurons with similar preferred orientations yields markedly stronger short-range suppression than perturbing untuned ensembles. We show that cotuned-ensemble suppression arises from a feature-tuned, nonlinear inhibition pathway implicating somatostatin-positive (SST) interneurons. The theory predicts that cotuned ensembles suppress parvalbumin-positive (PV) neurons but facilitate SST neurons, and links the degree of cotuned-ensemble suppression or facilitation to the variance of the SST response. This framework identifies mechanisms by which nonlinear inhibition sculpts cortical dynamics and establishes a predictive basis for targeted optogenetic interventions.

neuroscience↗
bioRxiv2026

Proteomic signatures of APOE ε4 across human tissues and cell types in Alzheimers disease

The apolipoprotein E {varepsilon}4 (APOE {varepsilon}4) allele is the strongest genetic risk factor for late-onset Alzheimers disease (AD). However, the underlying molecular mechanisms remain unclear. This study included 1691 participants from the Religious Orders Study and Rush Memory and Aging Project (ROSMAP), 1226 participants from the Accelerating Medicines Partnership - Alzheimers Disease (AMP-AD) Diverse Cohorts Study, and 735 participants from the Alzheimers Disease Neuroimaging Initiative (ADNI). To characterise APOE {varepsilon}4 molecular effects, we analysed proteomic data from plasma, cerebrospinal fluid (CSF), and induced pluripotent stem cell (iPSC)-derived astrocytes and neurons, as well as transcriptomic and proteomic data from multiple brain regions. The association of APOE {varepsilon}4 with AD neuropathology was also examined. APOE {varepsilon}4 carriers shared a plasma proteomic signature enriched for immune processes, irrespective of AD diagnosis. A machine learning classifier trained on this signature discriminated APOE {varepsilon}4 carriers from non-carriers in an independent cohort using CSF proteomics. APOE {varepsilon}4 carriage was associated with higher Braak stages and Consortium to Establish a Registry for Alzheimers Disease (CERAD) score. However, only limited APOE {varepsilon}4-associated transcriptomic and proteomic changes were observed in bulk brain tissue, with poor cross-layer concordance. Proteomic analyses of iPSC-derived astrocytes and neurons further revealed cell-type-specific APOE {varepsilon}4-associated changes. APOE {varepsilon}4 is associated with a consistent proteomic signature across plasma and CSF. Its molecular effects in the brain differ across cell types, brain regions and molecular layers. These findings support the need for cell-type-resolved multi-omic studies to elucidate how APOE {varepsilon}4 confers AD risk.

neuroscience↗