# The prognostic and predictive value of peripheral immune-related proteins in patients with lung cancer treated with radiotherapy

**Authors:** Shaowen Lyu, Rianne D. W. Vaes, Iris E. W. G. Laven, Francesco Cortiula, Lizza E. L. Hendriks, Marc A. Vooijs, Dirk K. M. De Ruysscher

PMC · DOI: 10.3389/fonc.2025.1625212 · Frontiers in Oncology · 2025-07-17

## TL;DR

This paper reviews blood-based immune proteins that could predict outcomes and treatment response in lung cancer patients undergoing radiotherapy.

## Contribution

The paper systematically reviews immune-related proteins in blood as potential prognostic and predictive biomarkers for lung cancer radiotherapy.

## Key findings

- Cytokines like IL-6, IL-8, and TGF-β1 are linked to poor survival and radiation toxicity in lung cancer patients.
- Immune-related molecules measurable in blood show potential for guiding treatment decisions in radiotherapy.
- Barriers remain in implementing these biomarkers into routine clinical practice.

## Abstract

Lung cancer is the leading cause of cancer-related death world-wide. Although the standard of care for patients with advanced stage lung cancer has significantly improved with the advent of immunotherapy and targeted agents, the overall prognosis remains poor. It highlights the need for improved patient selection utilizing prognostic and predictive biomarkers. Given the limited feasibility of serial lung tumor tissue biopsies, liquid biopsies have gained specific interest in achieving this aim. Radiotherapy, commonly used alongside systemic treatments, can induce the release of immuno-stimulatory and immuno-suppressive molecules, triggering the immune- and inflammatory responses and releasing associated molecules. This review specifically focusses on immune-related molecules that are measurable in the blood and which have potential prognostic and/or predictive value in patients with lung cancer treated with radiotherapy alone or in combination with systemic agents. Such immune-related molecules include cytokines and chemokines, damage-associated molecular patterns, soluble receptors and ligands, and proteins expressed on the immune cell surface of circulating immune cells. Classical cytokines IL-6, IL-8, and TGF-β1 were the most studied molecules in patients with lung cancer treated with radiotherapy and were associated with poor survival and increased risk of radiation-induced toxicity. To date, there are still some barriers before these promising findings can be implemented in regular clinical practice. Practical points to achieve this goal are also addressed in this review.

## Linked entities

- **Proteins:** IL6 (interleukin 6), CXCL8 (C-X-C motif chemokine ligand 8), TGFB1 (transforming growth factor beta 1)
- **Diseases:** lung cancer (MONDO:0005138)

## Full-text entities

- **Genes:** IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, CCL11 (C-C motif chemokine ligand 11) [NCBI Gene 6356] {aka SCYA11}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, EPO (erythropoietin) [NCBI Gene 2056] {aka DBAL, ECYT5, EP, MVCD2}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, CSF2 (colony stimulating factor 2) [NCBI Gene 397208] {aka GM-CSF}, MIR21 (microRNA 21) [NCBI Gene 406991] {aka MIRN21, hsa-mir-21, miR-21, miRNA21}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, SLAMF1 (signaling lymphocytic activation molecule family member 1) [NCBI Gene 6504] {aka CD150, CDw150, IPO3, SLAM}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, HMGB1 (high mobility group box 1) [NCBI Gene 3146] {aka HMG-1, HMG1, HMG3, SBP-1}, CXCR1 (C-X-C motif chemokine receptor 1) [NCBI Gene 3577] {aka C-C, C-C-CKR-1, CD128, CD181, CDw128a, CKR-1}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696] {aka BNSP, BSPI, ETA-1, OPN}, TNFRSF1A (TNF receptor superfamily member 1A) [NCBI Gene 7132] {aka CD120a, FPF, TBP1, TNF-R, TNF-R-I, TNF-R55}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, LAP (Laryngeal adductor paralysis) [NCBI Gene 7939], CXCR2 (C-X-C motif chemokine receptor 2) [NCBI Gene 3579] {aka CD182, CDw128b, CMKAR2, IL8R2, IL8RA, IL8RB}, B3GAT1 (beta-1,3-glucuronyltransferase 1) [NCBI Gene 27087] {aka CD57, GLCATP, GLCUATP, HNK1, LEU7, NK-1}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, IL21 (interleukin 21) [NCBI Gene 59067] {aka CVID11, IL-21, Za11}, Il1 (interleukin 1 complex) [NCBI Gene 111343] {aka Il-1}, CR2 (complement C3d receptor 2) [NCBI Gene 1380] {aka C3DR, CD21, CR, CVID7, SLEB9}, IL2RB (interleukin 2 receptor subunit beta) [NCBI Gene 3560] {aka CD122, IL15RB, IMD63, P70-75}, SAA [NCBI Gene 6287], STING1 (stimulator of interferon response cGAMP interactor 1) [NCBI Gene 340061] {aka ERIS, MITA, MPYS, NET23, SAVI, STING}, IL11 (interleukin 11) [NCBI Gene 3589] {aka AGIF, IL-11}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, Il1b (interleukin 1 beta) [NCBI Gene 16176] {aka IL-1beta, Il-1b}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, Ripk1 (receptor (TNFRSF)-interacting serine-threonine kinase 1) [NCBI Gene 19766] {aka D330015H01Rik, RIP, RIP-1, Rinp, Rip1}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, Il6 (interleukin 6) [NCBI Gene 16193] {aka Il-6}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, CD274 (CD274 molecule) [NCBI Gene 574058] {aka PDL1}, MAPK14 (mitogen-activated protein kinase 14) [NCBI Gene 1432] {aka CSBP, CSBP1, CSBP2, CSPB1, EXIP, Mxi2}, RHO (rhodopsin) [NCBI Gene 6010] {aka CSNBAD1, OPN2, RP4}, CD244 (CD244 molecule) [NCBI Gene 51744] {aka 2B4, NAIL, NKR2B4, Nmrk, SLAMF4}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, ADAM17 (ADAM metallopeptidase domain 17) [NCBI Gene 6868] {aka ADAM18, CD156B, CSVP, HYPT16, NISBD, NISBD1}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, Il1a (interleukin 1 alpha) [NCBI Gene 16175] {aka Il-1a}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, HSP90AA1 (heat shock protein 90 alpha family class A member 1) [NCBI Gene 3320] {aka EL52, HEL-S-65p, HSP86, HSP89A, HSP90A, HSP90N}, Nfkb1 (nuclear factor of kappa light polypeptide gene enhancer in B cells 1, p105) [NCBI Gene 18033] {aka NF-KB1, NF-kappaB, NF-kappaB1, p105, p50, p50/p105}, IFNB1 (interferon beta 1) [NCBI Gene 3456] {aka IFB, IFF, IFN-beta, IFNB}, ERVK-13 (endogenous retrovirus group K member 13) [NCBI Gene 100861467] {aka c3_D}, HSPA4 (heat shock protein family A (Hsp70) member 4) [NCBI Gene 3308] {aka APG-2, HEL-S-5a, HS24/P52, HSPH2, RY, hsp70}, CXCL12 (C-X-C motif chemokine ligand 12) [NCBI Gene 6387] {aka IRH, PBSF, SCYB12, SDF1, TLSF, TPAR1}, CD48 (CD48 molecule) [NCBI Gene 962] {aka BCM1, BLAST, BLAST1, MEM-102, SLAMF2, hCD48}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}
- **Diseases:** hypoxia (MESH:D000860), II (MESH:C537730), Lung cancer (MESH:D008175), carcinogenesis (MESH:D063646), toxicities (MESH:D064420), RILI (MESH:D055370), I (MESH:D006969), SCLC (MESH:D018288), lung toxicity (MESH:D008171), radiation pneumonitis (MESH:D017564), radiation injury (MESH:D011832), stage I (MESH:D062706), fatigue (MESH:D005221), stage I-IIIB (MESH:D009084), inflammatory cytokines (MESH:D000080424), DD (MESH:C536170), edema (MESH:D004487), infection (MESH:D007239), cancer (MESH:D009369), inflammation (MESH:D007249), distress (MESH:D012128), fibrosis (MESH:D005355), IV (MESH:D006011), death (MESH:D003643), pain (MESH:D010146), pulmonary fibrosis (MESH:D011658), NSCLC (MESH:D002289), necrosis (MESH:D009336), metastases (MESH:D009362), anemia (MESH:D000740)
- **Chemicals:** ATP (MESH:D000255), iron (MESH:D007501), FDG (MESH:D019788), ICB (-), atezolizumab (MESH:C000594389), steroid hormones (MESH:D013256), Nivolumab (MESH:D000077594), ROS (MESH:D017382), Ipilimumab (MESH:D000074324)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090], Legionella sp. H (species) [taxon 66966]
- **Cell lines:** A549 — Homo sapiens (Human), Lung adenocarcinoma, Cancer cell line (CVCL_0023)

## Full text

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## Figures

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## References

161 references — full list in the complete paper: https://tomesphere.com/paper/PMC12312015/full.md

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Source: https://tomesphere.com/paper/PMC12312015