# Structural pharmacogenomics of drug-associated SNPs in oral squamous cell carcinoma

**Authors:** Punya Sunil, K. C. Ananth Kumar, A. I. Ananthakrishnan, Sebanti Gupta, Ranajit Das

PMC · DOI: 10.3389/fgene.2026.1666142 · Frontiers in Genetics · 2026-02-12

## TL;DR

This study explores how genetic variations in oral cancer patients affect drug responses by analyzing protein structures and drug interactions.

## Contribution

A novel pipeline integrating pharmacogenomics and structural modeling to identify OSCC-associated variants impacting drug binding and repair mechanisms.

## Key findings

- Variants in FLT3, ATM, MUTYH, XRCC1, XPC, and MSH3 affect DNA repair and drug interaction interfaces.
- FLT3 T227M variant alters receptor dimerization and may modulate sunitinib binding.
- MUTYH Q310H variant disrupts zinc coordination and enzyme architecture, impairing base-excision repair.

## Abstract

Pharmacogenomics enables the interpretation of how genetic variation influences drug response, offering a route toward precision oncology. Oral squamous cell carcinoma (OSCC) is a highly aggressive malignancy characterized by marked inter-individual variability in response to chemotherapy and radiotherapy, particularly in South Asian populations. However, the mechanism through which OSCC-associated genetic variants alter protein structure and drug interactions remains poorly understood.

To address this, we integrated OSCC-specific variants from a Southern Indian patient cohort with pharmacogenomic annotations from ClinPGx. First, OSCC variants were mapped to drug-associated single-nucleotide proteins, yielding 22 protein-altering variants. Second, structural availability and functional relevance were used to prioritize eight variants for detailed analysis. Third, homology modeling and molecular docking were applied to evaluate how these variants influence protein conformation and drug binding.

This multistep pipeline identified variants in FLT3, ATM, MUTYH, XRCC1, XPC, and MSH3 that affect DNA repair, signaling, and drug interaction interfaces. The highly prevalent FLT3 T227M (rs1933437) variant was predicted to alter receptor dimerization and potentially modulate sunitinib binding. The MUTYH Q310H (rs3219489) variant, which is located near a zinc-binding motif in the interdomain connector, was predicted to perturb metal coordination and enzyme architecture, which indicates impaired base-excision repair.

These findings demonstrate how pharmacogenomics-guided structural analysis can reveal mechanistic links between OSCC-associated variants and therapeutic response. While our results are based on in silico modeling, they provide a biologically grounded framework for prioritizing variants for experimental validation and for advancing population-specific precision oncology in OSCC.

## Linked entities

- **Genes:** FLT3 (fms related receptor tyrosine kinase 3) [NCBI Gene 2322], ATM (ATM serine/threonine kinase) [NCBI Gene 472], MUTYH (mutY DNA glycosylase) [NCBI Gene 4595], XRCC1 (X-ray repair cross complementing 1) [NCBI Gene 7515], XPC (XPC complex subunit, DNA damage recognition and repair factor) [NCBI Gene 7508], MSH3 (mutS homolog 3) [NCBI Gene 4437]
- **Chemicals:** sunitinib (PubChem CID 5329102)
- **Diseases:** oral squamous cell carcinoma (MONDO:0004958), breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** IFI44 (interferon induced protein 44) [NCBI Gene 10561] {aka MTAP44, TLDC5, p44}, ERCC1 (ERCC excision repair 1, endonuclease non-catalytic subunit) [NCBI Gene 2067] {aka COFS4, RAD10, UV20}, NUP62 (nucleoporin 62) [NCBI Gene 23636] {aka IBSN, SNDI, p62}, CETN2 (centrin 2) [NCBI Gene 1069] {aka CALT, CEN2}, RAD1 (RAD1 checkpoint DNA exonuclease) [NCBI Gene 5810] {aka HRAD1, REC1}, XPC (XPC complex subunit, DNA damage recognition and repair factor) [NCBI Gene 7508] {aka RAD4, XP3, XPCC, p125}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, LIG3 (DNA ligase 3) [NCBI Gene 3980] {aka LIG2, LIG3alpha, MTDPS20}, DPYD (dihydropyrimidine dehydrogenase) [NCBI Gene 1806] {aka DHP, DHPDHASE, DPD, DYPD}, GNAS (GNAS complex locus) [NCBI Gene 2778] {aka AHO, AIMAH1, C20orf45, GNAS1, GPSA, GSA}, RAD23B (RAD23 nucleotide excision repair protein B) [NCBI Gene 5887] {aka HHR23B, HR23B, P58}, ERCC2 (ERCC excision repair 2, TFIIH core complex helicase subunit) [NCBI Gene 2068] {aka COFS2, CXPD, EM9, TFIIH, TTD, TTD1}, FLT1 (fms related receptor tyrosine kinase 1) [NCBI Gene 2321] {aka FLT, FLT-1, VEGFR-1, VEGFR1}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, STK11 (serine/threonine kinase 11) [NCBI Gene 6794] {aka LKB1, PJS, hLKB1}, ATM (ATM serine/threonine kinase) [NCBI Gene 472] {aka AT1, ATA, ATC, ATD, ATDC, ATE}, UGT1A1 (UDP glucuronosyltransferase family 1 member A1) [NCBI Gene 54658] {aka BILIQTL1, GNT1, HUG-BR1, UDPGT, UDPGT 1-1, UGT1}, GTF2H3 (general transcription factor IIH subunit 3) [NCBI Gene 2967] {aka BTF2, P34, TFB4, TFIIH}, ERBB3 (erb-b2 receptor tyrosine kinase 3) [NCBI Gene 2065] {aka ErbB-3, FERLK, HER3, LCCS2, MDA-BF-1, VSCN1}, CYP2D6 (cytochrome P450 family 2 subfamily D member 6 (gene/pseudogene)) [NCBI Gene 1565] {aka CPD6, CYP2D, CYP2D7AP, CYP2D7BP, CYP2D7P2, CYP2D8P2}, NBN (nibrin) [NCBI Gene 4683] {aka AT-V1, AT-V2, ATV, NBS, NBS1, P95}, RAD9A (RAD9 checkpoint clamp component A) [NCBI Gene 5883] {aka RAD9}, TOP2A (DNA topoisomerase II alpha) [NCBI Gene 7153] {aka TOP2, TOP2alpha, TOPIIA, TP2A}, FGFR4 (fibroblast growth factor receptor 4) [NCBI Gene 2264] {aka CD334, JTK2, TKF}, HUS1 (HUS1 checkpoint clamp component) [NCBI Gene 3364] {aka hHUS1}, NFKB2 (nuclear factor kappa B subunit 2) [NCBI Gene 4791] {aka CVID10, H2TF1, LYT-10, LYT10, NF-kB2, p100}, XRCC1 (X-ray repair cross complementing 1) [NCBI Gene 7515] {aka RCC, SCAR26}, PARP1 (poly(ADP-ribose) polymerase 1) [NCBI Gene 142] {aka ADPRT, ADPRT 1, ADPRT1, ARTD1, PARP, PARP-1}, KDR (kinase insert domain receptor) [NCBI Gene 3791] {aka CD309, FLK1, VEGFR, VEGFR2}, RAD50 (RAD50 double strand break repair protein) [NCBI Gene 10111] {aka NBSLD, RAD502, hRad50}, EXO1 (exonuclease 1) [NCBI Gene 9156] {aka HEX1, hExoI}, FLT3LG (fms related receptor tyrosine kinase 3 ligand) [NCBI Gene 2323] {aka FL, FLG3L, FLT3L, IMD125}, DHFR (dihydrofolate reductase) [NCBI Gene 1719] {aka DHFR1, DYR}, MSH2 (mutS homolog 2) [NCBI Gene 4436] {aka COCA1, FCC1, HNPCC, HNPCC1, LCFS2, LYNCH1}, PDGFRA (platelet derived growth factor receptor alpha) [NCBI Gene 5156] {aka CD140A, PDGFR-2, PDGFR2}, MSH6 (mutS homolog 6) [NCBI Gene 2956] {aka GTBP, GTMBP, HNPCC5, HSAP, LYNCH5, MMRCS3}, RET (ret proto-oncogene) [NCBI Gene 5979] {aka CDHF12, CDHR16, HSCR1, MEN2A, MEN2B, MTC1}, BRCA1 (BRCA1 DNA repair associated) [NCBI Gene 672] {aka BRCAI, BRCC1, BROVCA1, FANCS, IRIS, PNCA4}, MRE11 (MRE11 double strand break repair nuclease) [NCBI Gene 4361] {aka ATLD, HNGS1, MRE11A, MRE11B}, ERCC5 (ERCC excision repair 5, endonuclease) [NCBI Gene 2073] {aka COFS3, ERCC5-201, ERCM2, UVDR, XPG, XPGC}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, CCND1 (cyclin D1) [NCBI Gene 595] {aka BCL1, D11S287E, PRAD1, U21B31}, ABCB1 (ATP binding cassette subfamily B member 1) [NCBI Gene 5243] {aka ABC20, CD243, CLCS, ENPAT, GP170, MDR1}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, FLT3 (fms related receptor tyrosine kinase 3) [NCBI Gene 2322] {aka CD135, FLK-2, FLK2, STK1}, ERCC3 (ERCC excision repair 3, TFIIH core complex helicase subunit) [NCBI Gene 2071] {aka BTF2, GTF2H, RAD25, Ssl2, TFIIH, TTD2}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, FAT1 (FAT atypical cadherin 1) [NCBI Gene 2195] {aka CDHF7, CDHR8, FAT, ME5, hFat1}, MSH3 (mutS homolog 3) [NCBI Gene 4437] {aka DUP, FAP4, MRP1}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, LMNA (lamin A/C) [NCBI Gene 4000] {aka CDCD1, CDDC, CMD1A, CMT2B1, EMD2, FPL}, TBCE (tubulin folding cofactor E) [NCBI Gene 6905] {aka HRD, KCS, KCS1, PEAMO, pac2}, SIRT6 (sirtuin 6) [NCBI Gene 51548] {aka SIR2L6, hSIRT6}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, TXK (TXK tyrosine kinase) [NCBI Gene 7294] {aka BTKL, PSCTK5, PTK4, RLK, TKL}, MUTYH (mutY DNA glycosylase) [NCBI Gene 4595] {aka MYH}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}
- **Diseases:** myotonic dystrophy (MESH:D009223), Xeroderma pigmentosum complementation group C (MESH:C567886), toxicity (MESH:D064420), head and neck cancer (MESH:D006258), rectal toxicity (MESH:D012002), Cancer (MESH:D009369), Huntington's disease (MESH:D006816), HR (MESH:D002303), lung cancer (MESH:D008175), PDB (MESH:D011488), Tourette's (MESH:D005879), polyposis (MESH:D044483), skin reactions (MESH:D012871), bladder, lung, and colorectal cancer (MESH:D015179), multidrug resistance (MESH:D018088), carcinogenic (MESH:D011230), telangiectasia (MESH:D013684), melanoma (MESH:D008545), fibrosis (MESH:D005355), inflammation (MESH:D007249), radiation toxicity (MESH:D011832), NSCLC (MESH:D002289), HNSCC (MESH:D000077195), esophageal cancer (MESH:D004938), lung, breast, colorectal, ovarian, OSCC (MESH:D010051), carcinogenesis (MESH:D063646), oral cancer (MESH:D009062), pneumonitis (MESH:D011014), mRCC (MESH:C538445), skin dermatitis (MESH:D003872), acute myeloid leukemia, bladder, and breast cancer (MESH:D001943)
- **Chemicals:** vemurafenib (MESH:D000077484), 8-oxoguanine (MESH:C024829), cetuximab (MESH:D000068818), irinotecan (MESH:D000077146), pembrolizumab (MESH:C582435), tamoxifen (MESH:D013629), Zn (MESH:D015032), acid (MESH:D000143), Doxorubicin (MESH:D004317), cisplatin (MESH:D002945), platinum (MESH:D010984), metal (MESH:D008670), DFG (-), cyclophosphamide (MESH:D003520), ROS (MESH:D017382), bevacizumab (MESH:D000068258), adenine (MESH:D000225), alcohol (MESH:D000438), ipilimumab (MESH:D000074324), Cys (MESH:D003545), nucleotide (MESH:D009711), 5-FU (MESH:D005472), Sunitinib (MESH:D000077210)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090], Nicotiana tabacum (American tobacco, species) [taxon 4097]
- **Mutations:** Q-to-R, Asp1558 His, R521K, rs2293347, c.393C>T, rs2305948, p.Asp148Glu, rs1136201, rs1870377, Arg/Arg, G870A, T227M, rs1799782, rs2228000, V600E, rs9344, G>A, Q310H, G388R, rs7993418, rs773123, H46Q, T substitution at 194, rs2228001, D1853N, rs11615, Arg/Gln, S478P, rs1799939, rs1760944, Asp312Asn, rs25487, rs1042522

## Full text

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## Figures

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## References

111 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935321/full.md

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Source: https://tomesphere.com/paper/PMC12935321