# The impact of obesity-related systemic inflammation on the efficacy, toxicity, and biomarkers of immune checkpoint inhibitors in lung cancer: from mechanisms to clinical management

**Authors:** Yewei Cai, Tianxing Ni

PMC · DOI: 10.3389/fimmu.2026.1757711 · 2026-02-03

## TL;DR

This paper reviews how obesity-related inflammation affects lung cancer immunotherapy outcomes, including efficacy, toxicity, and potential biomarkers.

## Contribution

The paper provides a comprehensive review of obesity's impact on immunotherapy, including mechanisms, clinical outcomes, and novel biomarkers.

## Key findings

- Obesity-related inflammation alters tumor microenvironment and immune status, affecting immunotherapy efficacy.
- Obesity is linked to immune-related adverse events and endocrine toxicity in immunotherapy.
- Novel biomarkers like adipokines and radiomic features may predict immunotherapy outcomes in obese patients.

## Abstract

Immune checkpoint inhibitors (ICIs) have revolutionized the treatment landscape of lung cancer, yet the heterogeneity in their efficacy and toxicity among different patients remains a significant clinical challenge. Obesity, as a global epidemic associated with chronic low-grade systemic inflammation and complex immunometabolic disturbances, has been identified as a crucial regulatory factor in cancer immunotherapy response. This review aims to systematically and deeply explore the intricate network of interactions between obesity, lung cancer, and immunotherapy. We not only examine the molecular and cellular mechanisms by which obesity-related inflammation influences ICI efficacy through remodeling the tumor microenvironment, altering systemic immune status, and modulating the gut microbiota, but also comprehensively assess its complex impact on clinical outcomes of ICI (including the controversial “obesity paradox” phenomenon) and immune-related adverse events (irAEs), particularly those uniquely associated with endocrine toxicity. Simultaneously, we systematically review novel biomarkers centered around obesity-related inflammatory parameters and body composition (such as circulating adipokines and radiomic features) and their application in integrative predictive models. Finally, based on available evidence, we propose multidisciplinary, longitudinal clinical management strategies tailored for obese lung cancer patients and envision novel combination treatment directions targeting the obesity-inflammation axis, aiming to provide theoretical support and practical guidance for achieving more precise, individualized immunotherapy.

## Linked entities

- **Diseases:** lung cancer (MONDO:0005138)

## Full-text entities

- **Genes:** ITGAX (integrin subunit alpha X) [NCBI Gene 3687] {aka CD11C, SLEB6}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, PRL (prolactin) [NCBI Gene 5617] {aka GHA1, pPRL}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, TJP1 (tight junction protein 1) [NCBI Gene 7082] {aka ZO-1}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, CCND1 (cyclin D1) [NCBI Gene 595] {aka BCL1, D11S287E, PRAD1, U21B31}, POMC (proopiomelanocortin) [NCBI Gene 5443] {aka ACTH, CLIP, LPH, MSH, NPP, OBAIRH}, SOCS3 (suppressor of cytokine signaling 3) [NCBI Gene 9021] {aka ATOD4, CIS3, Cish3, SOCS-3, SSI-3, SSI3}, BCL2L1 (BCL2 like 1) [NCBI Gene 598] {aka BCL-XL/S, BCL2L, BCLX, Bcl-X, PPP1R52}, BCL2 (BCL2 apoptosis regulator) [NCBI Gene 596] {aka Bcl-2, PPP1R50}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, ALK (ALK receptor tyrosine kinase) [NCBI Gene 238] {aka ALK1, CD246, NBLST3}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, CD86 (CD86 molecule) [NCBI Gene 942] {aka B7-2, B7.2, B70, BU63, CD28LG2, CD86 v6}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, MAPK8 (mitogen-activated protein kinase 8) [NCBI Gene 5599] {aka JNK, JNK-46, JNK1, JNK1A2, JNK21B1/2, PRKM8}, IGF1R (insulin like growth factor 1 receptor) [NCBI Gene 3480] {aka CD221, IGFIR, IGFR, JTK13}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, LAG3 (lymphocyte activating 3) [NCBI Gene 3902] {aka CD223}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, HDAC9 (histone deacetylase 9) [NCBI Gene 9734] {aka HD7, HD7b, HD9, HDAC, HDAC7B, HDAC9B}, INSR (insulin receptor) [NCBI Gene 3643] {aka CD220, HHF5}, IL15 (interleukin 15) [NCBI Gene 3600] {aka IL-15}, CD80 (CD80 molecule) [NCBI Gene 941] {aka B7, B7-1, B7.1, BB1, CD28LG, CD28LG1}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, ARG1 (arginase 1) [NCBI Gene 383], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, ADIPOQ (adiponectin, C1Q and collagen domain containing) [NCBI Gene 9370] {aka ACDC, ACRP30, ADIPQTL1, ADPN, APM-1, APM1}, NOS2 (nitric oxide synthase 2) [NCBI Gene 4843] {aka HEP-NOS, INOS, NOS, NOS2A}, SPDL1 (spindle apparatus coiled-coil protein 1) [NCBI Gene 54908] {aka CCDC99}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, IL6R (interleukin 6 receptor) [NCBI Gene 3570] {aka CD126, HIES5, IL-1Ra, IL-6R, IL-6R-1, IL-6RA}, CYP19A1 (cytochrome P450 family 19 subfamily A member 1) [NCBI Gene 1588] {aka ARO, ARO1, CPV1, CYAR, CYP19, CYPXIX}, LEPR (leptin receptor) [NCBI Gene 3953] {aka CD295, LEP-R, LEPRD, OB-R, OBR, huB219}, SHBG (sex hormone binding globulin) [NCBI Gene 6462] {aka ABP, SBP, TEBG}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, OCLN (occludin) [NCBI Gene 100506658] {aka BLCPMG, PPP1R115, PTORCH1}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, STK11 (serine/threonine kinase 11) [NCBI Gene 6794] {aka LKB1, PJS, hLKB1}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, JUN (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3725] {aka AP-1, AP1, c-Jun, cJUN, p39}, ESR2 (estrogen receptor 2) [NCBI Gene 2100] {aka ER-BETA, ESR-BETA, ESRB, ESTRB, Erb, NR3A2}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}
- **Diseases:** Type 1 diabetes (MESH:D003922), DKA (MESH:D016883), thyrotoxicosis (MESH:C566386), palpitations (MESH:D006331), muscle function loss (MESH:D009135), Thyroid dysfunction (MESH:D013959), cell (MESH:D002292), necrotic (MESH:D009336), abnormal glucose tolerance (MESH:D018149), hypertension (MESH:D006973), hypopituitarism (MESH:D007018), hypothyroidism (MESH:D007037), malnutrition (MESH:D044342), hyperinsulinemia (MESH:D006946), pituitary (MESH:D010900), Metabolic endotoxemia (MESH:D019446), metastasis (MESH:D009362), dizziness (MESH:D004244), insulin resistance (MESH:D007333), GI toxicity (MESH:D064420), weight loss (MESH:D015431), lethargy (MESH:D053609), hypertrophy (MESH:D006984), immune (MESH:D007154), endocrine (MESH:D004700), endocrine irAEs (MESH:D002318), overweight (MESH:D050177), pneumonitis (MESH:D011014), fatigue (MESH:D005221), cachexia (MESH:D002100), autoimmune attacks (MESH:D001327), Obese (MESH:D009765), lung adenocarcinoma (MESH:D000077192), hypoxic (MESH:D002534), weight gain (MESH:D015430), loss of skeletal muscle (MESH:D005207), NSCLC (MESH:D002289), immunometabolic disorder (MESH:D009358), fever (MESH:D005334), renal cancer (MESH:D007680), hypoparathyroidism (MESH:D007011), metabolic disorder (MESH:D008659), thyroiditis (MESH:D013966), mitochondrial dysfunction (MESH:D028361), hypophysitis (MESH:D000072659), visual changes (MESH:D014786), SCLC (MESH:D055752), hyperlipidemia (MESH:D006949), melanoma (MESH:D008545), Sarcopenia (MESH:D055948), headache (MESH:D006261), Pituitary inflammation (MESH:D007249), hyponatremia (MESH:D007010), glucose deficiency (MESH:D044882), polyuria (MESH:D011141), diabetes (MESH:D003920), dysbiosis (MESH:D064806), adrenal insufficiency (MESH:D000309), cancer (MESH:D009369), Lung cancer (MESH:D008175)
- **Chemicals:** LPS (MESH:D008070), lipid (MESH:D008055), prednisone (MESH:D011241), steroid (MESH:D013256), SCFAs (MESH:D005232), calcium (MESH:D002118), ROS (MESH:D017382), glucose (MESH:D005947), Nivolumab (MESH:D000077594), sphingolipids (MESH:D013107), sodium (MESH:D012964), potassium (MESH:D011188), NO (MESH:D009614), FT3 (-), T4 (MESH:D013974), dapagliflozin (MESH:C529054), propionate (MESH:D011422), pembrolizumab (MESH:C582435), Butyrate (MESH:D002087), PGE2 (MESH:D015232), FFAs (MESH:D005230), testosterone (MESH:D013739), metformin (MESH:D008687), phospholipids (MESH:D010743), blood glucose (MESH:D001786), Infliximab (MESH:D000069285), C-peptide (MESH:D002096), ipilimumab (MESH:D000074324), oxygen (MESH:D010100), Tocilizumab (MESH:C502936), sugars (MESH:D000073893), cortisol (MESH:D006854), lactate (MESH:D019344), Omega-3 fatty acids (MESH:D015525)
- **Species:** gut metagenome (species) [taxon 749906], Akkermansia muciniphila (species) [taxon 239935], Faecalibacterium prausnitzii (species) [taxon 853], Homo sapiens (human, species) [taxon 9606]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12909173/full.md

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Source: https://tomesphere.com/paper/PMC12909173