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Updated: Jun 5, 2026

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Nerve Excitability Assessment in Chemotherapy-induced Neurotoxicity
Published on: April 26, 2012
Transcript architecture predetermines m6A remodeling and sensory neuron vulnerability in chemotherapy-induced
Md Mamunul Haque1, Ohannes K Melemedjian1,2,3
1Dept. of Neural and Pain Sciences, University of Maryland School of Dentistry, Baltimore, Maryland, USA.
Biorxiv : the Preprint Server for Biology
|June 4, 2026
Summary
Transcript architecture, not expression level, predetermines RNA response to bortezomib treatment. Machine learning shows intrinsic RNA features dictate N6-methyladenosine (m6A) loss, revealing cell-type vulnerability in sensory neurons.
Area of Science:
- Molecular Biology
- Epigenetics
- Neuroscience
Background:
- The response of individual RNA transcripts to cellular perturbations is not fully understood.
- N6-methyladenosine (m6A) is a key epitranscriptomic modification influencing RNA fate.
- Bortezomib, a proteasome inhibitor, induces peripheral neuropathy and alters RNA profiles.
Purpose of the Study:
- To investigate whether intrinsic transcript features predetermine the response to drug-induced perturbations.
- To simultaneously profile m6A modifications, poly(A) tail dynamics, and full-length RNA isoforms.
- To understand the epitranscriptomic basis of bortezomib-induced neuropathy.
Main Methods:
- Nanopore direct RNA sequencing in male mouse dorsal root ganglia (DRG).
- Machine learning models to predict m6A loss based on transcript features.
- Unsupervised clustering to identify RNA response programs.
- Integration with single-nuclei sequencing data.
Main Results:
- Transcript-intrinsic features, not expression level, predetermined perturbation-induced m6A loss (R² = 0.983).
- Bortezomib removed a fixed fraction of m6A marks, with loss scaling linearly with baseline density.
- Identified four response programs, with m6A erosion linked to oxidative phosphorylation (OXPHOS) and proteasome genes.
- Sensory neurons exhibited a 2.2-fold greater m6A loss burden compared to non-neuronal cells.
Conclusions:
- Epitranscriptomic response to bortezomib is predetermined by RNA transcript architecture.
- Pathway specificity and cell-type vulnerability (e.g., sensory neurons) are downstream consequences of intrinsic RNA structure.
- Findings reveal a deterministic role of RNA architecture in cellular response to drug treatment.
