# Identification of m1A/m6A/m5C/m7G-related genes and clusters associated with neuropathic pain

**Authors:** Liangyuan Tan, Xiaofeng Gan, Dongming Lu, Yingye Liang, Weiyan Fu, Zhengbao Gan, Kailong Wang, Hongliang Tang, Peipei Yang

PMC · DOI: 10.3389/fneur.2026.1592545 · Frontiers in Neurology · 2026-01-29

## TL;DR

This study identifies RNA methylation-related genes and clusters linked to neuropathic pain, suggesting their potential role in the condition's progression.

## Contribution

The study identifies specific RNA methylation-related genes and clusters associated with neuropathic pain progression.

## Key findings

- Six m1A/m6A/m5C/m7G-related differentially expressed genes (Fto, Mettl3, Nsun2, Ythdf3, Wdr4, and Eif4e) were identified in neuropathic pain.
- Two distinct RNA methylation-related clusters were identified, with DEGs involved in pathways like MAPK and FoxO signaling.
- Fto was upregulated, while Mettl3, Nsun2, and Ythdf3 were downregulated in a rat model of neuropathic pain.

## Abstract

RNA methylation modifications, including N1 methyladenosine (m1A), N6-methyladenosine (m6A), 5-methylcytosine (m5C), and 7-methylguanosine (m7G) methylation, have been increasingly implicated in nervous system disorders. The aim of this study was to explore key m1A/m6A/m5C/m7G-related genes in neuropathic pain (NP).

NP-related gene expression data were downloaded from a public database. Differentially expressed m1A/m6A/m5C/m7G-related genes between the NP and control samples were screened. Subsequently, the RNA methylation-related clusters of NP were identified. Differentially expressed genes (DEGs) between different clusters were identified; this was followed by functional enrichment, weighted gene co-expression network, and protein–protein interaction analyses. Moreover, m1A/m6A/m5C/m7G-related DEGs were validated in a rat NP model constructed using spinal nerve ligation surgery.

Six m1A/m6A/m5C/m7G-related DEGs were identified between NP and normal samples, namely, Fto, Mettl3, Nsun2, Ythdf3, Wdr4, and Eif4e. Based on these RNA methylation-related genes, two distinct NP clusters were identified. The DEGs between the clusters were involved in multiple pathways, such as the MAPK and FoxO signaling pathways. Among the DEGs, 12, including Txn1 and Rps3a, were identified as key genes. Furthermore, upregulation of Fto expression and downregulation of Mettl3, Nsun2, and Ythdf3 expression were observed in NP rats compared with those in control rats.

Our findings reveal that genes associated with RNA methylation modifications, including Fto, Mettl3, Nsun2, and Ythdf3, may be involved in NP progression. Additionally, two RNA methylation-related DEG clusters were identified, and key pathways, such as the MAPK and FoxO signaling pathways, may participate in NP progression.

## Linked entities

- **Genes:** FTO (FTO alpha-ketoglutarate dependent dioxygenase) [NCBI Gene 79068], METTL3 (methyltransferase 3, N6-adenosine-methyltransferase complex catalytic subunit) [NCBI Gene 56339], NSUN2 (NOP2/Sun RNA methyltransferase 2) [NCBI Gene 54888], YTHDF3 (YTH N6-methyladenosine RNA binding protein F3) [NCBI Gene 253943], WDR4 (WDR4 tRNA N7-guanosine methyltransferase non-catalytic subunit) [NCBI Gene 10785], EIF4E (eukaryotic translation initiation factor 4E) [NCBI Gene 1977], TXN (thioredoxin) [NCBI Gene 7295], RPS3A (ribosomal protein S3A) [NCBI Gene 6189]

## Full-text entities

- **Genes:** Ythdf3 (YTH N6-methyladenosine RNA binding protein F3) [NCBI Gene 361920], Mettl3 (methyltransferase 3, N6-adenosine-methyltransferase complex catalytic subunit) [NCBI Gene 361035], Wdr4 (WDR4 tRNA N7-guanosine methyltransferase non-catalytic subunit) [NCBI Gene 690032], Eif4e (eukaryotic translation initiation factor 4E) [NCBI Gene 117045], Rps3a (ribosomal protein S3a) [NCBI Gene 29288], Nsun2 (NOP2/Sun RNA methyltransferase 2) [NCBI Gene 361191] {aka RGD1311954}, Fto (FTO, alpha-ketoglutarate dependent dioxygenase) [NCBI Gene 291905] {aka RGD1305121}, Txn1 (thioredoxin 1) [NCBI Gene 116484] {aka Txn}
- **Diseases:** nervous system disorders (MESH:D009422), NP (MESH:D009437)
- **Chemicals:** 5-methylcytosine (MESH:D044503), N6-methyladenosine (MESH:C010223), 7-methylguanosine (MESH:C016578), m6A (MESH:C005955), N1 methyladenosine (MESH:C002230), m1A (-)
- **Species:** Rattus norvegicus (brown rat, species) [taxon 10116]

## Full text

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## Figures

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## References

59 references — full list in the complete paper: https://tomesphere.com/paper/PMC12894277/full.md

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Source: https://tomesphere.com/paper/PMC12894277