# Poliovirus receptor (PVR) expression as a predictor of relapse in colorectal cancer: bioinformatics and virtual screening

**Authors:** Sulaiman S. Alhudaithi, Muhamed Hamza R. Salih, Zaid H. AlHusseini, Sarah M. Almufadhili, Noura Alelayani, Ahmed H. Bakheit, Hamad M. Alkahtani, Hanadi H. Asiri, Ali A. Alshamrani, Ali R. Alhoshani, Moureq R. Alotaibi, Homood M. As Sobeai

PMC · DOI: 10.3389/ebm.2026.10745 · Experimental Biology and Medicine · 2026-02-13

## TL;DR

This study explores how PVR gene expression predicts colorectal cancer relapse and identifies potential immune checkpoint inhibitors through virtual screening.

## Contribution

The study identifies PVR as a novel prognostic biomarker for CRC relapse and proposes potential PVR/TIGIT interface binders.

## Key findings

- PVR gene is significantly upregulated in relapsed CRC patients and correlates with poor clinical parameters.
- Virtual screening identified 106 natural compounds as potential PVR/TIGIT binders, with one compound showing favorable interactions.
- Elevated PVR levels are associated with a 2.16-fold increased likelihood of relapse in CRC patients.

## Abstract

Colorectal cancer (CRC) is one of the most frequently diagnosed malignancies worldwide. Despite advancements in CRC treatment strategies in recent years, disease recurrence remains a major problem; relapsed patients have a poorer prognosis and higher mortality risk. Several factors have been associated with CRC relapse. However, the role of immune checkpoints in CRC recurrence remains elusive. In this work, we aimed to investigate immune checkpoint genes correlated with recurrence in CRC, evaluate their potential as prognostic biomarkers, and identify promising immune checkpoint inhibitors through molecular docking and molecular dynamics simulations. Clinical, genetic, and epigenetic data of relapsed and relapse-free CRC patients in the Cancer Genome Atlas were retrieved from the cBioportal database and evaluated. Subsequently, molecular docking and molecular dynamics simulations studies were conducted to identify suitable poliovirus receptor (PVR)/TIGIT binders. PVR is a ligand for TIGIT and competes with CD226. The crystal structure used for docking was obtained from the Protein Data Bank (PDB ID: 3UDW). Using this investigative approach, clinical parameters data revealed that among immune checkpoint genes, the PVR gene was significantly upregulated in relapsed patients. That upregulation was strongly correlated with diagnosis age, Aneuploidy, fraction genome alterations, and mutation count. Furthermore, free survival analysis showed that patients exhibiting elevated PVR levels were 2.16 times more likely to relapse than those with low PVR expression (p = 0.039). Virtual screening identified 106 natural compounds as potential binders at the PVR/TIGIT interface. Molecular docking and molecular dynamics simulations identified three binders that exhibit favorable interactions with PVR, with ZINC001848443492 emerging as the most promising. The results underscore the potential role of PVR as a prognostic biomarker for relapse in CRC. Future studies, including TIGIT-PVR blockade assays and assessments of the impact of predicted PVR/TIGIT interface binders on T cell function, are necessary to validate this study’s findings.

Workflow diagram showing five steps in cancer research: 1. Data acquisition with icons of a researcher and sequencing equipment, 2. Colorectal cancer patient stratification by relapse status using human figure icons, 3. Genetic and epigenetic screening displayed by a heatmap of gene expression, 4. Identification of PVR as a therapeutic target with violin and survival plots, 5. Molecular docking and dynamics simulation illustrated by a protein-ligand structure and a line graph comparing RMSD values.

## Linked entities

- **Genes:** PVR (PVR cell adhesion molecule) [NCBI Gene 5817], TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633], CD226 (CD226 molecule) [NCBI Gene 10666]
- **Diseases:** colorectal cancer (MONDO:0005575)

## Full-text entities

- **Genes:** CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, TNN (tenascin N) [NCBI Gene 63923] {aka TN-W, TNW}, CD86 (CD86 molecule) [NCBI Gene 942] {aka B7-2, B7.2, B70, BU63, CD28LG2, CD86 v6}, PDCD1LG2 (programmed cell death 1 ligand 2) [NCBI Gene 80380] {aka B7DC, Btdc, CD273, PD-L2, PDCD1L2, PDL2}, CD70 (CD70 molecule) [NCBI Gene 970] {aka CD27-L, CD27L, CD27LG, LPFS3, TNFSF7, TNLG8A}, HLA-DMB (major histocompatibility complex, class II, DM beta) [NCBI Gene 3109] {aka D6S221E, RING7}, HLA-DMA (major histocompatibility complex, class II, DM alpha) [NCBI Gene 3108] {aka D6S222E, DMA, HLADM, RING6}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, NECTIN2 (nectin cell adhesion molecule 2) [NCBI Gene 5819] {aka CD112, HVEB, PRR2, PVRL2, PVRR2}, LAG3 (lymphocyte activating 3) [NCBI Gene 3902] {aka CD223}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, ABCB6 (ATP binding cassette subfamily B member 6 (LAN blood group)) [NCBI Gene 10058] {aka ABC, LAN, MTABC3, PRP, umat}, HLTF (helicase like transcription factor) [NCBI Gene 6596] {aka HIP116, HIP116A, HLTF1, RNF80, SMARCA3, SNF2L3}, TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633] {aka VSIG9, VSTM3, WUCAM}, PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, PCNA (proliferating cell nuclear antigen) [NCBI Gene 5111] {aka ATLD2}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, HLA-DPA1 (major histocompatibility complex, class II, DP alpha 1) [NCBI Gene 3113] {aka DP(W3), DP(W4), DPA1, HLA-DP1A, HLA-DPA, HLADP}, CD276 (CD276 molecule) [NCBI Gene 80381] {aka 4Ig-B7-H3, B7-H3, B7H3, B7RP-2}, PLCG2 (phospholipase C gamma 2) [NCBI Gene 5336] {aka APLAID, FCAS3, PLC-IV, PLC-gamma-2}, HPP1 [NCBI Gene 780897], HLA-DRA (major histocompatibility complex, class II, DR alpha) [NCBI Gene 3122] {aka HLA-DRA1}, VSIR (V-set immunoregulatory receptor) [NCBI Gene 64115] {aka B7-H5, B7H5, C10orf54, DD1alpha, Dies1, GI24}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696] {aka BNSP, BSPI, ETA-1, OPN}, RBBP4 (RB binding protein 4, chromatin remodeling factor) [NCBI Gene 5928] {aka NURF55, RBAP48, lin-53}, APC (APC regulator of Wnt signaling pathway) [NCBI Gene 324] {aka BTPS2, DESMD, DP2, DP2.5, DP3, GS}, PVR (PVR cell adhesion molecule) [NCBI Gene 5817] {aka CD155, HVED, NECL5, Necl-5, PVS, TAGE4}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD80 (CD80 molecule) [NCBI Gene 941] {aka B7, B7-1, B7.1, BB1, CD28LG, CD28LG1}, HLA-DQA1 (major histocompatibility complex, class II, DQ alpha 1) [NCBI Gene 3117] {aka CELIAC1, DQ-A1, DQA1, HLA-DQA, HLA-DQA1*}, HLA-DRB1 (major histocompatibility complex, class II, DR beta 1) [NCBI Gene 3123] {aka DRB1, HLA-DR1B, HLA-DRB, SS1}, VTCN1 (V-set domain containing T cell activation inhibitor 1) [NCBI Gene 79679] {aka B7-H4, B7H4, B7S1, B7X, B7h.5, PRO1291}, CD226 (CD226 molecule) [NCBI Gene 10666] {aka DNAM-1, DNAM1, PTA1, TLiSA1}, CD96 (CD96 molecule) [NCBI Gene 10225] {aka TACTILE}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}
- **Diseases:** CRC (MESH:D015179), Liver metastasis (MESH:D009362), aneuploidy (MESH:D000782), hepatocellular carcinoma (MESH:D006528), MSI-H (MESH:D000848), lung, pancreatic, and cervical cancers (MESH:D010190), rectal cancer (MESH:D012004), dMMR (MESH:C536928), cervical adenocarcinoma (MESH:D000230), Cancer (MESH:D009369), lung and cervical cancer (MESH:D008175), hypoxia (MESH:D000860), colon tumors (MESH:D003110), squamous cell lung carcinoma (MESH:D002294), soft tissue sarcomas (MESH:D012509)
- **Chemicals:** Protonate (-), Sintilimab (MESH:C000632826), Hydrogens (MESH:D006859), Nivolumab (MESH:D000077594), salts (MESH:D012492), Dostarlimab (MESH:C000719628), irinotecan (MESH:D000077146), water (MESH:D014867), oxaliplatin (MESH:D000077150), ipilimumab (MESH:D000074324)
- **Species:** Homo sapiens (human, species) [taxon 9606], Enterovirus C (no rank) [taxon 138950], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12945842/full.md

## References

79 references — full list in the complete paper: https://tomesphere.com/paper/PMC12945842/full.md

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Source: https://tomesphere.com/paper/PMC12945842