# Decoding the role of RPL38 in lung adenocarcinoma: a multi-omics approach

**Authors:** Lu Zhang, Fei Teng, Yuan Wang, Yang Chen, Qiuxia Liu, Fengsheng Dai, Liang Yu, Chenguo Yao, Zhiqiang Wang

PMC · DOI: 10.3389/fimmu.2026.1778481 · Frontiers in Immunology · 2026-02-12

## TL;DR

This study explores how the RPL38 gene promotes lung adenocarcinoma and suggests it could be a target for treatment.

## Contribution

The study identifies RPL38 as a tumor-promoting gene in lung adenocarcinoma using multi-omics and functional experiments.

## Key findings

- RPL38 is upregulated in multiple cancers and linked to poor patient outcomes.
- High RPL38 expression correlates with an immunosuppressive tumor microenvironment in LUAD.
- Genetic removal of RPL38 reduces tumor growth and cell migration in LUAD models.

## Abstract

Members of the Ribosomal Protein L (RPL) family are involved in diverse biological processes and cancer biology, yet their precise functions and clinical implications in lung adenocarcinoma (LUAD) remain incompletely understood.

Machine learning was applied to The Cancer Genome Atlas (TCGA) data to identify pivotal RPL genes and construct a predictive risk model. Multi-omics analyses—including pan-cancer cohorts and spatial transcriptomics—were integrated to evaluate the expression and prognostic significance of Ribosomal Protein L38 (RPL38). Functional impacts were examined using CCK‑8, colony formation, wound healing, Transwell assays, and subcutaneous xenograft models.

A three‑gene RPL‑based prognostic signature was established from the TCGA‑LUAD cohort. High‑risk patients exhibited shorter survival and increased immunosuppressive characteristics. RPL38 was upregulated in multiple cancers and associated with unfavorable outcomes. Immunohistochemical and spatial transcriptomic analyses confirmed its aberrant expression in LUAD and linked it to an immunosuppressive tumor microenvironment. Genetic ablation of RPL38 significantly inhibited LUAD cell proliferation and migration in vitro, and impaired xenograft tumor growth in vivo.

RPL38 plays a tumor‑promoting role in LUAD. This study clarifies the contribution of RPL38 to LUAD development, provides new insights into its pathogenesis, and suggests a rationale for therapeutic targeting of RPL38 in LUAD treatment.

## Linked entities

- **Genes:** RPL38 (ribosomal protein L38) [NCBI Gene 6169], RPL (POX (plant homeobox) family protein) [NCBI Gene 831745]
- **Diseases:** lung adenocarcinoma (MONDO:0005061)

## Full-text entities

- **Genes:** RPL22L1 (ribosomal protein L22 like 1) [NCBI Gene 200916], RPL34 (ribosomal protein L34) [NCBI Gene 6164] {aka L34, eL34}, RPL26L1 (ribosomal protein L26 like 1) [NCBI Gene 51121] {aka RPL26P1}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, BRCA1 (BRCA1 DNA repair associated) [NCBI Gene 672] {aka BRCAI, BRCC1, BROVCA1, FANCS, IRIS, PNCA4}, RPLP0 (ribosomal protein lateral stalk subunit P0) [NCBI Gene 6175] {aka L10E, LP0, P0, PRLP0, RPP0, uL10}, RPL38 (ribosomal protein L38) [NCBI Gene 6169] {aka L38, eL38}, SPTA1 (spectrin alpha, erythrocytic 1) [NCBI Gene 6708] {aka EL2, HPP, HS3, SPH3, SPTA}, CSMD3 (CUB and Sushi multiple domains 3) [NCBI Gene 114788], RPL8 (ribosomal protein L8) [NCBI Gene 6132] {aka L8, uL2}, RPL3L (ribosomal protein L3 like) [NCBI Gene 6123] {aka CMD2D}, MUC16 (mucin 16, cell surface associated) [NCBI Gene 94025] {aka CA125}, RYR2 (ryanodine receptor 2) [NCBI Gene 6262] {aka ARVC2, ARVD2, RYR-2, RyR, VACRDS, VTSIP}, RPL15 (ribosomal protein L15) [NCBI Gene 6138] {aka DBA12, EC45, L15, RPL10, RPLY10, RPYL10}, TTN (titin) [NCBI Gene 7273] {aka CMD1G, CMH9, CMPD4, CMYO5, CMYP5, EOMFC}, USH2A (usherin) [NCBI Gene 7399] {aka RP39, US2, USH2, dJ1111A8.1}, MAPK1 (mitogen-activated protein kinase 1) [NCBI Gene 5594] {aka ERK, ERK-2, ERK2, ERT1, MAPK2, NS13}, Mki67 (antigen identified by monoclonal antibody Ki 67) [NCBI Gene 17345] {aka D630048A14Rik, Ki-67, Ki67}, XIRP2 (xin actin binding repeat containing 2) [NCBI Gene 129446] {aka CMYA3}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, RPL17 (ribosomal protein L17) [NCBI Gene 6139] {aka DBA22, L17, PD-1, RPL23, uL22}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, RPL11 (ribosomal protein L11) [NCBI Gene 6135] {aka DBA7, GIG34, L11, uL5}, RPL36 (ribosomal protein L36) [NCBI Gene 25873] {aka L36, eL36}, LRP1B (LDL receptor related protein 1B) [NCBI Gene 53353] {aka LRP-1B, LRP-DIT, LRPDIT}, Actb (actin, beta) [NCBI Gene 11461] {aka Actx, E430023M04Rik, beta-actin}, LGALS3 (galectin 3) [NCBI Gene 3958] {aka CBP35, GAL3, GALBP, GALIG, L31, LGALS2}, RPL10L (ribosomal protein L10 like) [NCBI Gene 140801] {aka RPL10_5_1358, SPGF63}, TENM1 (teneurin transmembrane protein 1) [NCBI Gene 10178] {aka ODZ1, ODZ3, TEN-M1, TEN1, TNM, TNM1}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, Rpl38 (ribosomal protein L38) [NCBI Gene 67671] {aka 0610025G13Rik, Rbt, Ts, Tss}, RPL39 (ribosomal protein L39) [NCBI Gene 6170] {aka L39, RPL39P42, RPL39_23_1806, eL39}, CD276 (CD276 molecule) [NCBI Gene 80381] {aka 4Ig-B7-H3, B7-H3, B7H3, B7RP-2}, RPL30 (ribosomal protein L30) [NCBI Gene 6156] {aka L30, eL30}, MDM2 (MDM2 proto-oncogene) [NCBI Gene 4193] {aka ACTFS, HDMX, LSKB, hdm2}, RPL12 (ribosomal protein L12) [NCBI Gene 6136] {aka L12, uL11}, RPL36A (ribosomal protein L36a) [NCBI Gene 6173] {aka L36A, L44L, MIG6, RPL44, eL42}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, SNAR-E (small NF90 (ILF3) associated RNA E) [NCBI Gene 100170220], RPL39L (ribosomal protein L39 like) [NCBI Gene 116832] {aka L39-2, RPL39L1}, ZFHX4 (zinc finger homeobox 4) [NCBI Gene 79776] {aka ZFH4, ZHF4}, PVR (PVR cell adhesion molecule) [NCBI Gene 5817] {aka CD155, HVED, NECL5, Necl-5, PVS, TAGE4}, RPL37 (ribosomal protein L37) [NCBI Gene 6167] {aka L37, eL37}, FLG (filaggrin) [NCBI Gene 2312] {aka ATOD2, FLG-1, FLG1}
- **Diseases:** ACC (MESH:D004476), breast cancer (MESH:D001943), dislocation (MESH:D004204), HCC (MESH:D006528), OS (MESH:D011475), CNV (MESH:D000092342), tumorigenic (MESH:D002471), immunodeficient (MESH:D007153), death (MESH:D003643), MDSC (OMIM:601308), subcutaneous (MESH:D013352), TIDE (MESH:D007154), RPL (MESH:D011488), oncogenesis (MESH:D063646), LUAD (MESH:D000077192), NSCLC (MESH:D002289), systemic lupus erythematosus (MESH:D008180), alcoholism (MESH:D000437), pancreatic cancer (MESH:D010190), Pan-cancer (MESH:D009369)
- **Chemicals:** paraformaldehyde (MESH:C003043), CO2 (MESH:D002245), citrate (MESH:D019343), penicillin (MESH:D010406), puromycin (MESH:D011691), unsaturated fatty acids (MESH:D005231), crystal violet (MESH:D005840), BMU106-CN (-), amino sugar (MESH:D000606), CCK-8 (MESH:D012844), glyoxylate (MESH:C031150), platinum (MESH:D010984), streptomycin (MESH:D013307)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** H1299 — Homo sapiens (Human), Lung large cell carcinoma, Cancer cell line (CVCL_0060), CCK-8 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_2873), A549 — Homo sapiens (Human), Lung adenocarcinoma, Cancer cell line (CVCL_0023)

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12935985/full.md

## References

37 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935985/full.md

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Source: https://tomesphere.com/paper/PMC12935985