Biology subjects

Hulme, A. J.

Publications and source records attributed to Hulme, A. J..

4 recordsLinked to original sources

bioRxiv2026

Friedreich ataxia transcriptomic dysregulation and identification of cell type-specific biomarkers: A systematic review and meta-analysis

Friedreich ataxia (FRDA) is a progressive multisystem neurodegenerative disease mostly caused by a homozygous GAA repeat expansion in the FXN gene, leading to deficiency of the protein frataxin. Despite ubiquitous frataxin expression, FRDA pathology is tissue-specific, disproportionately affecting dorsal root ganglia sensory neurons, dentate nuclei of the cerebellum, corticospinal tracts and cardiomyocytes. The molecular basis for this selective vulnerability remains unresolved, suggesting that cell-type specific responses to frataxin deficiency shape disease susceptibility. This incomplete understanding is compounded by the lack of molecular biomarkers that capture FRDA biology beyond frataxin deficiency, thereby limiting therapeutic development and evaluation. Here, we integrated all available human bulk RNA-seq datasets in FRDA (23 datasets across 10 cell types), spanning disease-related (cardiomyocytes, sensory neurons) and relatively FRDA-spared cell types (fibroblasts, lymphoblastoid cells) under a unified analytical framework to identify transcriptional dysregulation underlying selective vulnerability and candidate biomarkers. Meta-analysis revealed recurrent transcriptional perturbations beyond FXN, involving long non-coding RNAs, translational control and cytoskeletal organisation. While shared transcriptional themes were observed, the specific biological programmes engaged were strongly cell-type dependent. The top candidate biomarkers, MYH14, MEG9, and MEG8 showed preferential upregulation in disease-relevant cell types including sensory neurons and cardiomyocytes, supporting their potential relevance to selective vulnerability. Therapeutic responsiveness to these candidates were assessed across RNA-seq datasets from FRDA models exposed to diverse therapeutic strategies, including epigenetic modulation and FXN-targeting approaches, revealing that transcriptional alterations in FRDA are pharmacologically modifiable. To facilitate transparent exploration and reuse of these findings, we developed an interactive FRDA Transcriptomic Atlas, providing a community-accessible resource for investigating gene and pathway-level dysregulation across FRDA studies: https://marniemaddock.github.io/FRDATranscriptomicAtlas/. Together, these findings implicate cell type specific transcriptional programs as potential drivers of selective vulnerability and establish a framework for prioritising biomarkers in FRDA. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=78 SRC="FIGDIR/small/712785v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@26138org.highwire.dtl.DTLVardef@3cbc27org.highwire.dtl.DTLVardef@164dbf5org.highwire.dtl.DTLVardef@a4b59d_HPS_FORMAT_FIGEXP M_FIG C_FIG

molecular biology↗

bioRxiv2024

Distinct molecular and functional properties of human induced-proprioceptor and low-threshold mechanoreceptor neurons

Sensing mechanical stimuli is crucial for the function of internal and external tissues, such as the skin and muscles. Much of our understanding of mechanosensory physiology relies on rodent studies, which may not directly translate to humans. To address the knowledge gap in human mechanosensation, we developed distinct populations of human mechanosensory neuronal subtypes from human pluripotent stem cells (hPSC). By inducing co-expression of NGN2/RUNX3 or NGN2/SHOX2 in hPSC-derived migrating neural crest cells we directed their specification to proprioceptor and low-threshold mechanoreceptor neuronal subtypes, respectively. The induced neurons exhibited transcriptional profiles consistent with mechanosensory neurons and displayed functional responses to mechanical stimuli, such as stretch and submicrometer probe indentation to the soma. Notably, each subtype displayed unique mechanical thresholds and desensitization properties akin to proprioceptors and low-threshold mechanoreceptors and both induced neuronal subtypes fired action potentials in response to minute mechanical stimuli, predominantly relying on PIEZO2 for mechanosensory function. Collectively, this study provides a foundational model for exploring human neuronal mechanosensory biology.

neuroscience↗

bioRxiv2024

Alzheimer's disease induced neurons bearing PSEN1 mutations exhibit reduced excitability

Alzheimers disease (AD) is a devastating neurodegenerative condition that affects memory and cognition, characterized by neuronal loss and currently lacking a cure. Mutations in PSEN1 (Presenilin 1) are among the most common causes of early-onset familial AD (fAD). While changes in neuronal excitability are believed to be early indicators of AD progression, the link between PSEN1 mutations and neuronal excitability remains to be fully elucidated. This study examined induced pluripotent stem cell (iPSC)-derived NGN2 induced neurons (iNs) from fAD patients with PSEN1 mutations S290C or A246E, alongside CRISPR-corrected isogenic cell lines, to investigate early changes in excitability. Electrophysiological profiling revealed reduced excitability in both PSEN1 mutant iNs compared to their isogenic controls. Neurons bearing S290C and A246E mutations exhibited divergent passive membrane properties compared to isogenic controls, suggesting distinct effects of PSEN1 mutations on neuronal excitability. Additionally, both PSEN1 backgrounds exhibited higher current density of voltage-gated potassium (Kv) channels relative to their isogenic iNs, while displaying comparable voltage-gated sodium (Nav) channel current density. This suggests that the Nav/Kv imbalance contributes to impaired neuronal firing in fAD iNs. Deciphering these early cellular and molecular changes in AD is crucial for understanding the disease pathogenesis.

cell biology↗

bioRxiv2024

REST and RCOR genes display distinct expression profiles in neurons and astrocytes using 2D and 3D human pluripotent stem cell models

Repressor element-1 silencing transcription factor (REST) is a transcriptional repressor involved in neurodevelopment and neuroprotection. REST forms a complex with the REST corepressors, CoREST1, CoREST2, or CoREST3 (encoded by RCOR1, RCOR2, and RCOR3, respectively). Emerging evidence suggests that the CoREST family can target unique genes independently of REST, in various neural and glial cell types during different developmental stages. However, there is limited knowledge regarding the expression and function of the CoREST family in human neurodevelopment. To address this gap, we employed 2D and 3D human pluripotent stem cell (hPSC) models to investigate REST and RCOR gene expression levels. Our study revealed a significant increase in RCOR3 expression in glutamatergic cortical and GABAergic ventral forebrain neurons, as well as mature functional NGN2-induced neurons. Additionally, a simplified astrocyte transdifferentiation protocol resulted in a significant decrease in RCOR2 expression following differentiation. REST expression was notably reduced in mature neurons and cerebral organoids, along with RCOR2 in the latter. In summary, our findings provide the first insights into the cell-type-specific expression patterns of RCOR genes in human neuronal and glial differentiation. Specifically, RCOR3 expression increases in neurons, while RCOR2 levels decrease in astrocytes. The dynamic expression patterns of REST and RCOR genes during hPSC neuronal and glial differentiation underscore the potential distinct roles played by REST and CoREST proteins in regulating the development of these cell types in humans. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=138 SRC="FIGDIR/small/584254v1_ufig1.gif" ALT="Figure 1"> View larger version (19K): org.highwire.dtl.DTLVardef@7be30borg.highwire.dtl.DTLVardef@1771388org.highwire.dtl.DTLVardef@a376aforg.highwire.dtl.DTLVardef@1c4dc83_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIREST and RCOR genes display cell-type specific expression patterns in neural cells C_LIO_LIRCOR3 (encodes CoREST3) is upregulated during neuronal and astrocyte differentiation C_LIO_LIRCOR2 (encodes CoREST2) is downregulated during differentiation of astrocytes C_LIO_LIEvidence of potential cell-type specific functions of the CoREST family C_LI

neuroscience↗