# Inflammatory and neurotoxic risk of atorvastatin in diabetic peripheral neuropathy: TNF-centered evidence integrating network toxicology, scRNA-Seq, and cell validation

**Authors:** Hanbing Yang, Jing Chen, Peilin Zhu, Meng Yuan, Siyu Mao, Yujun He, Xin Wang, Jingni Wang, Xingchun Wang, Xingxia Wang

PMC · DOI: 10.3389/fchem.2026.1739085 · Frontiers in Chemistry · 2026-02-18

## TL;DR

This study explores how atorvastatin may cause inflammation and nerve damage in diabetes by focusing on TNF and using advanced biological and computational methods.

## Contribution

The study integrates network toxicology, scRNA-Seq, and molecular simulations to identify TNF as a key player in atorvastatin-induced neurotoxicity in diabetic neuropathy.

## Key findings

- Network toxicology identified TNF, CTNNB1, and CASP3 as core targets linked to DPN pathways.
- Atorvastatin showed favorable predicted affinity for TNFα and reduced cell viability in high-glucose conditions.
- Increased TNFα levels suggest a role in atorvastatin-related cellular injury in DPN.

## Abstract

To clarify atorvastatin’s role in diabetic peripheral neuropathy (DPN) amid its controversial neuroprotective and neurotoxic effects.

Integrated network toxicology, single-cell RNA sequencing (scRNA-seq), molecular docking, molecular dynamics simulations, and in vitro assays (CCK-8, ELISA) on high-glucose-induced RSC 96 Schwann cells.

Network toxicology identified TNF, CTNNB1, CASP3 as core targets (TNF as key hub), enriched in DPN-related pathways (oxidative stress, inflammation). scRNA-seq suggested that these targets are expressed in sensory neuron populations. Molecular docking and molecular dynamics simulations suggested that atorvastatin can interact with the selected targets, with relatively favorable predicted affinity for TNFα. In vitro, atorvastatin reduced cell viability in a time- and dose-dependent manner and was associated with increased TNFα levels under high-glucose conditions.

Our findings are consistent with a potential involvement of TNF/TNFα-associated inflammatory responses in atorvastatin-related cellular injury under the tested in vitro conditions. Further TNFα blocking/knockdown experiments will be needed to determine causality.

## Linked entities

- **Genes:** TNF (tumor necrosis factor) [NCBI Gene 7124], CTNNB1 (catenin beta 1) [NCBI Gene 1499], CASP3 (caspase 3) [NCBI Gene 836]
- **Proteins:** TNF (tumor necrosis factor)
- **Chemicals:** atorvastatin (PubChem CID 60823)

## Full-text entities

- **Genes:** SCN9A (sodium voltage-gated channel alpha subunit 9) [NCBI Gene 6335] {aka ETHA, FEB3B, GEFSP7, HSAN2D, NE-NA, NENA}, AHR (aryl hydrocarbon receptor) [NCBI Gene 196] {aka FVH3, RP85, bHLHe76}, AGER (advanced glycosylation end-product specific receptor) [NCBI Gene 177] {aka RAGE, SCARJ1, sRAGE}, Casp3 (caspase 3) [NCBI Gene 12367] {aka A830040C14Rik, AC-3, CASP-3, CC3, CPP-32, CPP32}, Tnf (tumor necrosis factor) [NCBI Gene 24835] {aka RATTNF, TNF-alpha, Tnfa}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, MCU (mitochondrial calcium uniporter) [NCBI Gene 90550] {aka C10orf42, CCDC109A, HsMCU}, PARP1 (poly(ADP-ribose) polymerase 1) [NCBI Gene 142] {aka ADPRT, ADPRT 1, ADPRT1, ARTD1, PARP, PARP-1}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, Ctnnb1 (catenin beta 1) [NCBI Gene 84353] {aka Catnb}, CYCS (cytochrome c, somatic) [NCBI Gene 54205] {aka CYC, HCS, THC4}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, Syt1 (synaptotagmin 1) [NCBI Gene 25716] {aka P65}, CASP3 (caspase 3) [NCBI Gene 836] {aka CPP32, CPP32B, SCA-1}, CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, CSF1 (colony stimulating factor 1) [NCBI Gene 1435] {aka CSF-1, MCSF, PG-M-CSF}, Actb (actin, beta) [NCBI Gene 81822] {aka Actx}, DPP4 (dipeptidyl peptidase 4) [NCBI Gene 1803] {aka ADABP, ADCP2, CD26, DPPIV, TP103}, ADRA2B (adrenoceptor alpha 2B) [NCBI Gene 151] {aka ADRA2L1, ADRA2RL1, ADRARL1, ALPHA2BAR, FAME2, alpha-2BAR}, Ctnnb1 (catenin beta 1) [NCBI Gene 12387] {aka Bfc, Catnb, Mesc}, SUCLA2 (succinate-CoA ligase ADP-forming subunit beta) [NCBI Gene 8803] {aka A-BETA, A-SCS, LINC00444, MTDPS5, SCS-betaA}, HMGCR (3-hydroxy-3-methylglutaryl-CoA reductase) [NCBI Gene 3156] {aka LDLCQ3, LGMDR28, MYPLG}, PRDX6 (peroxiredoxin 6) [NCBI Gene 9588] {aka 1-Cys, AOP2, HEL-S-128m, LPCAT-5, NSGPx, PRX}, Tnf (tumor necrosis factor) [NCBI Gene 21926] {aka DIF, TNF-a, TNF-alpha, TNFSF2, TNFalpha, Tnfa}, TNFRSF1A (TNF receptor superfamily member 1A) [NCBI Gene 7132] {aka CD120a, FPF, TBP1, TNF-R, TNF-R-I, TNF-R55}, SLC17A6 (solute carrier family 17 member 6) [NCBI Gene 57084] {aka DNPI, VGLUT2}, Casp3 (caspase 3) [NCBI Gene 25402] {aka CPP32-beta, Lice, Yama}, RENBP (renin binding protein) [NCBI Gene 5973] {aka RBP, RNBP}, PLA2G6 (phospholipase A2 group VI) [NCBI Gene 8398] {aka CaI-PLA2, GVI, INAD1, IPLA2-VIA, NBIA2, NBIA2A}, RELA (RELA proto-oncogene, NF-kB subunit) [NCBI Gene 5970] {aka AIF3BL3, CMCU, NFKB3, p65}, GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, TARDBP (TAR DNA binding protein) [NCBI Gene 23435] {aka ALS10, TDP-43}
- **Diseases:** neuroinflammation (MESH:D000090862), schizophrenia (MESH:D012559), neurotoxic (MESH:D020258), Diabetes (MESH:D003920), polyneuropathy (MESH:D011115), Dyslipidemia (MESH:D050171), autism spectrum disorder (MESH:D000067877), pain (MESH:D010146), peripheral nerve injury (MESH:D059348), Mitochondrial dysfunction (MESH:D028361), PA (MESH:C535387), Inflammatory (MESH:D007249), Hyperglycemia (MESH:D006943), hyperlipidemia (MESH:D006949), primary aldosteronism (OMIM:617027), axonal loss (MESH:D012183), metabolic disorders (MESH:D008659), autoinflammation (MESH:D056660), neurological adverse (MESH:D009461), tumorigenesis (MESH:D063646), autoimmune disorders (MESH:D001327), cytotoxic (MESH:D064420), hypoesthesia (MESH:D006987), diabetic neuropathy (MESH:D003929), hyperglycemic (MESH:D006944), intellectual disability (MESH:D008607), demyelination (MESH:D003711), nerve damage (MESH:D000080902), neurological sequelae (MESH:D009422), motor dysfunction (MESH:D000068079), DKD (MESH:D003928), neurodevelopmental disorders (MESH:D002658), gangrene (MESH:D005734), myelin impairment (MESH:D020279), foot ulcers (MESH:D016523), paresthesia (MESH:D010292), DPN (MESH:D010523), nerve fiber degeneration (MESH:D009410), type 2 diabetes (MESH:D003924), chronic pain (MESH:D059350), Neuropathic pain (MESH:D009437), hypercholesterolemia (MESH:D006937)
- **Chemicals:** aldosterone (MESH:D000450), coenzyme Q10 (MESH:C024989), streptomycin (MESH:D013307), sugar (MESH:D000073893), R-7050 (MESH:C582845), cholesterol (MESH:D002784), blood glucose (MESH:D001786), SDS (MESH:D012967), STZ (MESH:D013311), water (MESH:D014867), CCK-8 (MESH:D012844), Cl- (MESH:D002713), ATV (MESH:D000069059), penicillin (MESH:D010406), Na+ (MESH:D012964), GLN-102 (-), Glucose (MESH:D005947), calcium (MESH:D002118), ROS (MESH:D017382), hexosamine (MESH:D006595), PBS (MESH:D007854), Hydrogen (MESH:D006859), PVDF (MESH:C024865), lipid (MESH:D008055), LPS (MESH:D008070), CO2 (MESH:D002245)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Human immunodeficiency virus 1 (no rank) [taxon 11676], Homo sapiens (human, species) [taxon 9606], Rattus norvegicus (brown rat, species) [taxon 10116]
- **Mutations:** C3)C
- **Cell lines:** RSC 96 — Rattus norvegicus (Rat), Spontaneously immortalized cell line (CVCL_4694), DPN — Sus scrofa (Pig), Spontaneously immortalized cell line (CVCL_6G31)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12956307/full.md

## References

74 references — full list in the complete paper: https://tomesphere.com/paper/PMC12956307/full.md

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Source: https://tomesphere.com/paper/PMC12956307