# Circulating Inflammatory and Mitochondrial Biomarkers Associated with Cachexia in Advanced Non-Small Cell Lung Cancer

**Authors:** Kamya Sankar, Elham Kazemian, Nicole Lorona, Carlos D. Cruz-Hernández, Alex K. Bryant, Mitra Mastali, Akil A. Merchant, Jennifer Van Eyk, Karen L. Reckamp, Puneeth Iyengar, Neil A. Bhowmick, Jane C. Figueiredo

PMC · DOI: 10.3390/cancers18040655 · 2026-02-17

## TL;DR

This study identifies blood biomarkers linked to cachexia in advanced lung cancer patients, showing different patterns at early and later stages of the condition.

## Contribution

The study reveals distinct inflammatory and mitochondrial biomarker profiles associated with cachexia progression in non-small cell lung cancer.

## Key findings

- Early cachexia is linked to elevated GDF-15 and IL-15 levels in blood samples.
- Later-stage cachexia correlates with increased circulating mitochondrial DNA.
- Lower body mass index was observed in cachectic patients at both study timepoints.

## Abstract

Cancer-associated cachexia is a common and serious condition in patients with advanced lung cancer, leading to unintentional weight loss, muscle wasting, and poor quality of life. Currently, there are no reliable blood-based biomarkers to identify patients who are at risk of developing cachexia. In this study, we analyzed blood samples from patients with stage IV non-small cell lung cancer to determine whether inflammatory proteins and mitochondrial DNA levels in the blood were associated cachexia development and progression. We found that cachectic patients exhibit distinct changes in the blood biomarkers at different stages of the disease. Early cachexia is associated with higher levels of inflammatory proteins GDF-15 and IL-15, while cachexia later in the disease course was associated with increased circulating mitochondrial DNA. Larger studies are needed to confirm these results and assess their clinical utility.

Background: Cancer-associated cachexia is a multifactorial metabolic syndrome characterized by progressive skeletal muscle and/or adipose tissue loss and affects approximately 40% of patients with non-small cell lung cancer (NSCLC). However, reliable circulating biomarkers for early detection and risk stratification remain undefined. Based on prior observations linking elevated circulating mitochondrial DNA (mtDNA) to cachexia, we hypothesized that mtDNA and inflammatory protein levels in plasma could predict cachexia onset and trajectories. Methods: We evaluated 27 patients with stage IV NSCLC enrolled in the SeroNet-CORALE cohort with plasma samples collected between 2020 and 2023. Forty biomarkers were quantified at two timepoints (T1 and T2) using a multiplexed MesoScale Discovery platform. Associations between log2-transformed biomarker levels and cachexia status were assessed using Firth’s penalized logistic regression. Results: Among 27 patients (65% female; mean age 65 ± 10 years; 89% adenocarcinoma histology), cachectic patients exhibited lower body mass index at both time points (T1: 21.0 ± 2.0 vs. 27.0 ± 7.0; T2: 21.8 ± 4.9 vs. 25.2 ± 4.9). At T1, cachexia was strongly associated with elevated GDF15 (OR 4.29; 95% CI 1.04–29.74; p = 0.044) and IL-15 (OR 43.83; 95% CI 2.39–>999; p = 0.007), whereas IL-4 had a protective association (OR 0.09; 95% CI 0.00–0.66; p = 0.013). At T2, cachexia was associated with higher mtDNA levels (OR 2.13; 95% CI 1.07–7.69; p = 0.022) and lower levels of IL-15, IL12/IL23p40, and MDC. Conclusions: Distinct inflammatory and mitochondrial biomarkers tracked cachexia evolution in advanced NSCLC, with early GDF-15/IL-15 elevations and later increases in circulating mtDNA. Larger longitudinal studies are warranted to validate these findings and define their clinical relevance.

## Linked entities

- **Proteins:** GDF15 (growth differentiation factor 15), IL15 (interleukin 15), IL4 (interleukin 4), ADAM11 (ADAM metallopeptidase domain 11)
- **Diseases:** non-small cell lung cancer (MONDO:0005233)

## Full-text entities

- **Genes:** CCL22 (C-C motif chemokine ligand 22) [NCBI Gene 6367] {aka A-152E5.1, ABCD-1, DC/B-CK, MDC, SCYA22, STCP-1}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, COX2 (cytochrome c oxidase subunit II) [NCBI Gene 4513] {aka COII, MTCO2}, 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}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, CCL13 (C-C motif chemokine ligand 13) [NCBI Gene 6357] {aka CKb10, MCP-4, NCC-1, NCC1, SCYA13, SCYL1}, IL16 (interleukin 16) [NCBI Gene 3603] {aka LCF, NIL16, PRIL16, prIL-16}, CCL11 (C-C motif chemokine ligand 11) [NCBI Gene 6356] {aka SCYA11}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, TEK (TEK receptor tyrosine kinase) [NCBI Gene 7010] {aka CD202B, GLC3E, TIE-2, TIE2, VMCM, VMCM1}, CCL3 (C-C motif chemokine ligand 3) [NCBI Gene 6348] {aka G0S19-1, LD78, LD78ALPHA, MIP-1-alpha, MIP1A, SCI}, IL15 (interleukin 15) [NCBI Gene 3600] {aka IL-15}, ICAM1 (intercellular adhesion molecule 1) [NCBI Gene 3383] {aka BB2, CD54, P3.58}, SAA [NCBI Gene 6287], IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, FGF2 (fibroblast growth factor 2) [NCBI Gene 2247] {aka BFGF, FGF-2, FGFB, HBGF-2}, VEGFC (vascular endothelial growth factor C) [NCBI Gene 7424] {aka Flt4-L, LMPH1D, LMPHM4, VRP}, GDF15 (growth differentiation factor 15) [NCBI Gene 9518] {aka GDF-15, HG, MIC-1, MIC1, NAG-1, PDF}, ALK (ALK receptor tyrosine kinase) [NCBI Gene 238] {aka ALK1, CD246, NBLST3}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, 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}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, VEGFD (vascular endothelial growth factor D) [NCBI Gene 2277] {aka FIGF, VEGF-D}, LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}, LTA (lymphotoxin alpha) [NCBI Gene 4049] {aka LT, TNFB, TNFSF1, TNLG1E}, CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351] {aka ACT2, AT744.1, G-26, HC21, LAG-1, LAG1}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, CCL17 (C-C motif chemokine ligand 17) [NCBI Gene 6361] {aka A-152E5.3, ABCD-2, SCYA17, TARC}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, PIGF (phosphatidylinositol glycan anchor biosynthesis class F) [NCBI Gene 5281] {aka OORS}, IL5 (interleukin 5) [NCBI Gene 3567] {aka EDF, IL-5, TRF}, 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}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}
- **Diseases:** anorexia (MESH:D000855), adenocarcinoma (MESH:D000230), Cancer (MESH:D009369), Lung cancer (MESH:D008175), Mitochondrial dysfunction (MESH:D028361), diseases (MESH:D004194), injury to (MESH:D014947), hepatic or renal dysfunction (MESH:D008107), muscle atrophy (MESH:D009133), Inflammatory (MESH:D007249), squamous cell carcinoma (MESH:D002294), NSCLC (MESH:D002289), energy deficits (MESH:D009461), metabolic (MESH:D008659), Cachexia (MESH:D002100), functional (MESH:D003291), Vascular (MESH:D057772), weight (MESH:D015431), emaciation (MESH:D004614), death (MESH:D003643), metastasis (MESH:D009362), allergies (MESH:D004342), IV (MESH:D006011)
- **Chemicals:** EDTA (MESH:D004492), reactive oxygen species (MESH:D017382), alcohol (MESH:D000438), PBS (MESH:D007854), ATP (MESH:D000255)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** PC3 — Homo sapiens (Human), Prostate carcinoma, Cancer cell line (CVCL_0035)

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939877/full.md

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Source: https://tomesphere.com/paper/PMC12939877