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Cochlear neural functional competence: an integrative transcriptomic module analysis of excitability, plasticity and
Li Guo1, Junli Wang1, Ying Gao1
1Department of Otolaryngology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Frontiers in Cellular Neuroscience
|March 9, 2026
Summary
Cochlear implant outcomes vary, but a new Cochlear Neural Functional Competence (CNFC) score using gene expression better predicts neural function than neuron survival alone. This transcriptomic framework aids research into hearing restoration.
Area of Science:
- Neuroscience
- Genomics
- Otolaryngology
Background:
- Cochlear implants (CIs) stimulate spiral ganglion neurons (SGNs) but auditory outcomes vary.
- SGN survival alone doesn't fully predict CI performance.
- Transcriptional programs in SGNs related to excitability, plasticity, and injury may better reflect neural function.
Purpose of the Study:
- To develop and validate a transcriptomic framework, the Cochlear Neural Functional Competence (CNFC) score, for assessing SGN functional state.
- To analyze cochlear transcriptomic data across development, adulthood, and injury models.
- To correlate CNFC with neuronal survival and functional outcomes.
Main Methods:
- Re-analysis of public cochlear transcriptomic datasets (RNA-seq, microarrays) from development, adulthood, noise-induced hearing loss (NIHL), and deafening models.
- Assembly of gene modules for excitability, plasticity, trophic support, and injury/inflammation.
- Quantification of module activity using within-dataset standardized scores.
- Derivation and validation of the CNFC score (Excitability + Trophic - Injury) using a minimal 24-gene panel.
Main Results:
- Developmental maturation showed increased excitability transcripts and decreased cytoskeletal components.
- Adult hair cells exhibited distinct trophic signatures.
- In NIHL models, MSC therapy altered excitability and inflammation transcripts.
- CNFC decreased in spiral ganglion regions after noise exposure and in deafened spiral ganglion.
- The 24-gene CNFC panel showed high correlation with full-module scoring.
Conclusions:
- CNFC provides a transparent, hypothesis-generating framework for assessing cochlear neuronal functional state from transcriptomic data.
- This score complements traditional neuronal survival metrics.
- CNFC facilitates cross-study integration and identifies candidate programs for mechanistic investigation.
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