# Pan-cancer analysis identifies tRNA modification enzyme CTU2 as a novel tumor biomarker and its role in immune microenvironment

**Authors:** Jiaojiao Wang, Chang Gao, Junyi Zhang, Huahong Luo, Siqi Dai, Jianwei Wang

PMC · DOI: 10.3389/fimmu.2025.1547794 · Frontiers in Immunology · 2025-05-01

## TL;DR

This study shows that the tRNA modification enzyme CTU2 is a potential tumor biomarker linked to cancer progression and immune response across various cancers.

## Contribution

CTU2 is identified as a novel tumor biomarker with roles in immune evasion and cancer pathways, regulated by DNA alterations and USF1.

## Key findings

- CTU2 and its modified tRNA are differentially expressed across multiple tumor types, indicating potential as prognostic biomarkers.
- Abnormal CTU2 expression correlates with immune cell infiltration, immune evasion, and immunotherapy response.
- CTU2 overexpression is driven by DNA copy number amplification and methylation, with USF1 as a key regulatory transcription factor.

## Abstract

Recent studies have highlighted dysregulated tRNA modifications in the reprogramming of tumor translation. Cytosolic thiouridylase subunit 2 (CTU2) is an essential and conserved enzyme that modifies tRNA at the wobble position. However, the relationship between CTU2 expression and various cancer types remains insufficiently explored.

Pan-cancer data from TCGA, GEO, and CPTAC were used to analyze CTU2 expression and its prognostic value. Single-cell and spatial transcriptomic analyses were performed to identify CTU2’s cell-type labels and distribution. The TCGA microRNA database was used to explore the expression patterns of CTU2-modified tRNAs and their prognostic significance. TIMER2.0, ESTIMATE, and TIP were employed to analyze the correlation between CTU2 expression, immune infiltration, and immunotherapy response. GSEA and Depmap databases were conducted to explore signaling pathways related to CTU2 expression. Drug sensitivity related to CTU2 was assessed using CMap and GDSC-V2. The oncogenic roles of CTU2 were validated in vitro and in vivo. Genomic alterations, public ChIP-seq data, dual-luciferase assays, and EMSA were employed to investigate the upstream regulatory mechanisms regulating CTU2.

CTU2 and its modified tRNA, particularly tRNA-Lys-TTT, are differentially expressed across various tumor types, suggesting their potential as prognostic biomarkers. Abnormal CTU2 expression in tumors is associated with alterations in immune cell infiltration, immune evasion, and immunotherapy response. CTU2 may contribute to several key cancer-related pathways and biological processes. Mechanistically, CTU2 overexpression is likely driven by DNA copy number amplification and DNA methylation alterations. USF1 has been identified as one of the transcription factors regulating CTU2.

CTU2 may serve as a valuable prognostic and immunotherapeutic biomarker across multiple cancer types, providing new insights into tumor treatment strategies and immune evasion from the perspective of tRNA modifications.

## Linked entities

- **Genes:** CTU2 (cytosolic thiouridylase subunit 2) [NCBI Gene 348180], USF1 (upstream transcription factor 1) [NCBI Gene 7391]

## Full-text entities

- **Genes:** HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, USF1 (upstream transcription factor 1) [NCBI Gene 7391] {aka FCHL, FCHL1, HYPLIP1, MLTF, MLTFI, UEF}, SIGLEC7 (sialic acid binding Ig like lectin 7) [NCBI Gene 27036] {aka AIRM-1, AIRM1, CD328, CDw328, D-siglec, QA79}, CST7 (cystatin F) [NCBI Gene 8530] {aka CMAP}, LILRB4 (leukocyte immunoglobulin like receptor B4) [NCBI Gene 11006] {aka B4, CD85K, ILT-3, ILT3, LIR-5, LIR5}, Ly6g (lymphocyte antigen 6 family member G) [NCBI Gene 546644] {aka Gr-1, Gr1, Ly-6G}, LEF1 (lymphoid enhancer binding factor 1) [NCBI Gene 51176] {aka ECTD1, ECTD17, LEF-1, TCF10, TCF1ALPHA, TCF7L3}, Blnk (B cell linker) [NCBI Gene 17060] {aka BASH, Bca, Ly-57, Ly57, Lyw-57, SLP-65}, Apc (APC, WNT signaling pathway regulator) [NCBI Gene 11789] {aka CC1, Min, mAPC}, LILRB2 (leukocyte immunoglobulin like receptor B2) [NCBI Gene 10288] {aka CD85D, ILT-4, ILT4, LIR-2, LIR2, MIR-10}, ATF4 (activating transcription factor 4) [NCBI Gene 468] {aka CREB-2, CREB2, TAXREB67, TXREB}, RUNX3 (RUNX family transcription factor 3) [NCBI Gene 864] {aka AML2, CBFA3, PEBP2aC}, ANXA5 (annexin A5) [NCBI Gene 308] {aka ANX5, CPB-I, ENX2, HEL-S-7, PP4, RPRGL3}, CDC20 (cell division cycle 20) [NCBI Gene 991] {aka CDC20A, OOMD14, OZEMA14, bA276H19.3, p55CDC}, BTLA (B and T lymphocyte associated) [NCBI Gene 151888] {aka BTLA1, CD272}, tip (tippy) [NCBI Gene 21864], GRIPAP1 (GRIP1 associated protein 1) [NCBI Gene 56850] {aka GRASP-1}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, SIRPA (signal regulatory protein alpha) [NCBI Gene 140885] {aka BIT, CD172A, MFR, MYD-1, MYD1, P84}, GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 2597] {aka G3PD, GAPD, HEL-S-162eP}, CTU2 (cytosolic thiouridylase subunit 2) [NCBI Gene 348180] {aka C16orf84, MFRG, NCS2, UPF0432}, Ctu2 (cytosolic thiouridylase subunit 2) [NCBI Gene 66965] {aka 2310061F22Rik, C16orf84, Ncs2}, EXOSC2 (exosome component 2) [NCBI Gene 23404] {aka RRP4, Rrp4p, SHRF, hRrp4p, p7}, TIPRL (TOR signaling pathway regulator) [NCBI Gene 261726] {aka TIP, TIP41, TIPRL1}, TRNG (tRNA-Gly) [NCBI Gene 4563] {aka MTTG}, NPR1 (natriuretic peptide receptor 1) [NCBI Gene 4881] {aka ANP-A, ANPRA, ANPa, GC-A, GUC2A, GUCY2A}, Itgam (integrin alpha M) [NCBI Gene 16409] {aka CD11b/CD18, CR3, CR3A, Cd11b, F730045J24Rik, Ly-40}, Gapdh (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 14433] {aka Gapd}, PTEN (phosphatase and tensin homolog) [NCBI Gene 5728] {aka 10q23del, BZS, CWS1, DEC, GLM2, MHAM}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, Itgax (integrin alpha X) [NCBI Gene 16411] {aka Cd11c, Cr4, N418}, BRCA1 (BRCA1 DNA repair associated) [NCBI Gene 672] {aka BRCAI, BRCC1, BROVCA1, FANCS, IRIS, PNCA4}, Usf1 (upstream transcription factor 1) [NCBI Gene 22278] {aka bHLHb11}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, PLK1 (polo like kinase 1) [NCBI Gene 5347] {aka PLK, STPK13}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, LAG3 (lymphocyte activating 3) [NCBI Gene 3902] {aka CD223}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, Pdcd1 (programmed cell death 1) [NCBI Gene 18566] {aka Ly101, PD-1, Pdc1}, DEK (DEK proto-oncogene) [NCBI Gene 7913] {aka D6S231E}, HDAC9 (histone deacetylase 9) [NCBI Gene 9734] {aka HD7, HD7b, HD9, HDAC, HDAC7B, HDAC9B}, H2 (histocompatibility-2, MHC) [NCBI Gene 111364] {aka H-2, MHC-II}, TIGIT (T cell immunoreceptor with Ig and ITIM domains) [NCBI Gene 201633] {aka VSIG9, VSTM3, WUCAM}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}
- **Diseases:** KICH (MESH:D007674), inflammatory (MESH:D007249), DLBC (MESH:D016403), DSS (MESH:D011475), UCEC (MESH:D016889), SKCM (MESH:C562393), Pan-cancer (MESH:D009369), ESCA (MESH:D004938), HCC (MESH:D006528), BLCA (MESH:D001749), metastasis (MESH:D009362), melanoma (MESH:D008545), PDA (MESH:D021441), TGCT (MESH:C563236), breast cancer (MESH:D001943), LUAD (MESH:D000077192), leukemia (MESH:D007938), HL (MESH:C538324), HNSC (MESH:D000077195), KIRC (MESH:D002292), PAAD (MESH:D010190), SARC (MESH:D012509), tumorigenic (MESH:D002471), GBM (MESH:D005909), melanoma and kidney cancer (MESH:D007680), THCA (MESH:D013964), PCPG (MESH:D010673), NSCLC (MESH:D002289), ACC (MESH:D018268), THYM (MESH:D013945), LSCC (MESH:D002294), MESO (MESH:D008654), LGG (MESH:D005910), liver tumor (MESH:D008113), CHOL (MESH:D018281), COAD (MESH:D003110), endocervical adenocarcinoma (MESH:D000230), UVM (MESH:C536494), PD (MESH:D010300), stomach cancer (MESH:D013274)
- **Chemicals:** APM (MESH:D001218), FITC (MESH:D016650), PI (MESH:D011419), TBS-T (MESH:C027647), NU.1025 (MESH:C115774), Triton X-100 (MESH:D017830), uridine (MESH:D014529), crystal violet (MESH:D005840), H2O2 (MESH:D006861), PBS (MESH:D007854), Nylon (MESH:D009757), Docetaxel (MESH:D000077143), MS-275 (MESH:C118739), Alexa Fluor 488 (MESH:C000711379), polyacrylamide (MESH:C016679), 5-methoxycarbonylmethyl-2-thiouridine (MESH:C011701), urea (MESH:D014508), SDS (MESH:D012967), Cy5.5 (MESH:C098793), EDTA (MESH:D004492), PFA (MESH:C003043), formaldehyde (MESH:D005557), EdU (MESH:C022811), cytosine (MESH:D003596), salicylic acid (MESH:D020156), lipid (MESH:D008055), thymine (MESH:D013941), PVDF (MESH:C024865), [(N acryloyl amino) phenyl] mercuric chloride (MESH:C056922), BV605 (-), CO2 (MESH:D002245), biotin (MESH:D001710), thiouridine (MESH:D013891)
- **Species:** Schizosaccharomyces pombe (fission yeast, species) [taxon 4896], Mus musculus (house mouse, species) [taxon 10090], Pyricularia oryzae (rice blast fungus, species) [taxon 318829], Homo sapiens (human, species) [taxon 9606], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702]
- **Mutations:** A10S, BRAFV600E
- **Cell lines:** shCTU2-2 — Homo sapiens (Human), Colon carcinoma, Cancer cell line (CVCL_A628), 786-O — Homo sapiens (Human), Renal cell carcinoma, Cancer cell line (CVCL_1051), BLCA — Homo sapiens (Human), Bladder carcinoma, Cancer cell line (CVCL_2743), /6 — Homo sapiens (Human), Tongue squamous cell carcinoma, Cancer cell line (CVCL_5985), SKCM — Canis lupus familiaris (Dog), Canine mastocytoma, Cancer cell line (CVCL_WH42), LIHC — Homo sapiens (Human), Hepatocellular carcinoma, Cancer cell line (CVCL_A1AS), line — Mus musculus (Mouse), Adenoma of the mouse pulmonary system, Cancer cell line (CVCL_5V03), Hepa1-6 — Mus musculus (Mouse), Hepatocellular carcinoma of the mouse, Cancer cell line (CVCL_0327), CCLE — Homo sapiens (Human), Induced pluripotent stem cell (CVCL_E025), TGCT — Mus musculus (Mouse), Embryonic stem cell (CVCL_B6W8), KIRC — Mus musculus (Mouse), Mouse kidney carcinoma, Cancer cell line (CVCL_2174), S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232), shCTU2-1 — Rattus norvegicus (Rat), Adenocarcinoma of the rat prostate, Cancer cell line (CVCL_3569), Huh-7 — Homo sapiens (Human), Adult hepatocellular carcinoma, Cancer cell line (CVCL_0336), THCA — Homo sapiens (Human), Thyroid gland papillary carcinoma, Cancer cell line (CVCL_6308)

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12078242/full.md

## References

64 references — full list in the complete paper: https://tomesphere.com/paper/PMC12078242/full.md

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Source: https://tomesphere.com/paper/PMC12078242