# Host Serum Biomarker Signatures in Mycobacteriologically Cured Pulmonary Tuberculosis Patients with Persistent Lung Inflammation on 18F-FDG PET/CT

**Authors:** Bongani Motaung, Solima Sabeel, Mumin Ozturk, Trevor S. Mafu, Muki Shey, Sandra L. Mukasa, Karen Wolmarans, Fareda Jakoet-Bassier, Ashleigh Taylor, Antoneta Mashinyira, Tessa Kotze, Friedrich Thienemann, Reto Guler

PMC · DOI: 10.3390/diseases14020070 · 2026-02-12

## TL;DR

This study identifies serum biomarkers linked to persistent lung inflammation in TB patients who have completed treatment, which could help diagnose lingering inflammation and prevent long-term lung damage.

## Contribution

The study identifies serum biomarkers associated with persistent lung inflammation in TB patients post-treatment, offering potential diagnostic tools.

## Key findings

- 15 serum biomarkers were significantly elevated in patients with extensive lung inflammation.
- 14 biomarkers showed potential as diagnostic markers with AUC values between 0.707 and 0.806.
- 13 biomarkers correlated with total lung glycolysis (TLG) values, supporting their clinical utility.

## Abstract

Background: Pulmonary inflammation is a widely recognized characteristic of active tuberculosis (TB). Although standard TB treatment is effective, a substantial proportion of mycobacteriologically cured TB patients experience persistent pulmonary inflammation, which can lead to long-term lung impairment, post-tuberculosis lung disease (PTLD) and potentially TB recurrence. Methods: We conducted a case–control study to compare host serum biomarker profiles in individuals with minimal (TLG < 50 SUVbw*mL, n = 37) versus extensive (TLG ≥ 50 SUVbw*mL, n = 34) persistent lung inflammation following completion of standard drug-sensitive TB treatment. Lung inflammation was measured by 18F-FDG PET/CT scan using total lung glycolysis (TLG) as a surrogate marker. All participants had negative sputum cultures at four months of TB treatment, and blood samples were collected at treatment completion (month six). A Luminex® multiplex assay performed on the Bio-Plex® 200 platform was used to analyze 48 host serum biomarkers involved in cytokine/chemokine signaling. Results: Following multiple t-test analysis, fifteen biomarkers were significantly elevated (p < 0.05) in participants with extensive persistent lung inflammation compared to those with minimal inflammation. Among these, 14 demonstrated potential as discriminatory markers, with area under the curve (AUC) values ranging from 0.707 to 0.806, sensitivities ranging from 47.06% to 73.53%, and specificities ranging from 70.27% to 83.78%. Notably, 13 of these 16 candidate biomarkers significantly correlated with TLG values, further supporting their potential clinical utility. Conclusion: We report associations between serum inflammatory mediators and persistent pulmonary inflammation following mycobacterial clearance in TB patients, highlighting their potential as diagnostic biomarkers that could potentially meet the target product profile (TPP) criteria.

## Linked entities

- **Diseases:** tuberculosis (MONDO:0018076)

## Full-text entities

- **Genes:** HGF (hepatocyte growth factor) [NCBI Gene 3082] {aka DFNB39, F-TCF, HGFB, HPTA, SF}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, CCL11 (C-C motif chemokine ligand 11) [NCBI Gene 6356] {aka SCYA11}, IL9 (interleukin 9) [NCBI Gene 3578] {aka HP40, IL-9, P40}, KITLG (KIT ligand) [NCBI Gene 4254] {aka DCUA, DFNA69, FPH2, FPHH, KL-1, Kitl}, MIF (macrophage migration inhibitory factor) [NCBI Gene 4282] {aka GIF, GLIF, MMIF}, IL18 (interleukin 18) [NCBI Gene 3606] {aka IGIF, IL-18, IL-1g, IL1F4}, IL16 (interleukin 16) [NCBI Gene 3603] {aka LCF, NIL16, PRIL16, prIL-16}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, CCL5 (C-C motif chemokine ligand 5) [NCBI Gene 6352] {aka D17S136E, RANTES, SCYA5, SIS-delta, SISd, TCP228}, CCL27 (C-C motif chemokine ligand 27) [NCBI Gene 10850] {aka ALP, CTACK, CTAK, ESKINE, ILC, PESKY}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, CCL3 (C-C motif chemokine ligand 3) [NCBI Gene 6348] {aka G0S19-1, LD78, LD78ALPHA, MIP-1-alpha, MIP1A, SCI}, CCL7 (C-C motif chemokine ligand 7) [NCBI Gene 6354] {aka FIC, MARC, MCP-3, MCP3, NC28, SCYA6}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, GGT1 (gamma-glutamyltransferase 1) [NCBI Gene 2678] {aka CD224, D22S672, D22S732, GGT, GGT 1, GGTD}, CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351] {aka ACT2, AT744.1, G-26, HC21, LAG-1, LAG1}, CXCL9 (C-X-C motif chemokine ligand 9) [NCBI Gene 4283] {aka CMK, Humig, MIG, SCYB9, crg-10}, LTA (lymphotoxin alpha) [NCBI Gene 4049] {aka LT, TNFB, TNFSF1, TNLG1E}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, IL15 (interleukin 15) [NCBI Gene 3600] {aka IL-15}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, IL5 (interleukin 5) [NCBI Gene 3567] {aka EDF, IL-5, TRF}, IFNA2 (interferon alpha 2) [NCBI Gene 3440] {aka IFN-alpha-2, IFN-alphaA, IFNA, IFNA2B, leIF A}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, CSF1 (colony stimulating factor 1) [NCBI Gene 1435] {aka CSF-1, MCSF, PG-M-CSF}, NGF (nerve growth factor) [NCBI Gene 4803] {aka Beta-NGF, HSAN5, NGFB}, IL4R (interleukin 4 receptor) [NCBI Gene 3566] {aka CD124, IL-4RA, IL4RA}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, LIF (LIF interleukin 6 family cytokine) [NCBI Gene 3976] {aka CDF, DIA, HILDA, MLPLI}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, IL1RN (interleukin 1 receptor antagonist) [NCBI Gene 3557] {aka CRMO2, DIRA, ICIL-1RA, IL-1RN, IL-1ra, IL-1ra3}, CXCL1 (C-X-C motif chemokine ligand 1) [NCBI Gene 2919] {aka FSP, GRO1, GROa, MGSA, MGSA-a, NAP-3}, SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CSF3 (colony stimulating factor 3) [NCBI Gene 1440] {aka C17orf33, CSF3OS, GCSF}, TF (transferrin) [NCBI Gene 7018] {aka HEL-S-71p, PRO1557, PRO2086, TFQTL1}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, TNFSF10 (TNF superfamily member 10) [NCBI Gene 8743] {aka APO2L, Apo-2L, CD253, TANCR, TL2, TNLG6A}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, IL3 (interleukin 3) [NCBI Gene 3562] {aka IL-3, MCGF, MULTI-CSF}, GGTLC5P (gamma-glutamyltransferase light chain 5 pseudogene) [NCBI Gene 653590] {aka GGT}
- **Diseases:** tissue injury (MESH:D017695), lung impairment (MESH:D009422), long (MESH:D000094024), HIV (MESH:D015658), necrosis (MESH:D009336), DILI (MESH:D056486), Lung Inflammation (MESH:D011014), tuberculous granuloma (MESH:D006099), TB (MESH:D014376), systemic (MESH:D015619), respiratory impairment (MESH:D012131), infiltrates (MESH:D017254), lung tissue destruction (MESH:D055370), infection (MESH:D007239), Pulmonary Tuberculosis (MESH:D014397), pleural thickening (MESH:D010995), -resistant (MESH:D060467), TLG (MESH:D008171), post (MESH:D000094025), bronchiectasis (MESH:D001987), liver function impairment (MESH:D008107), Inflammatory (MESH:D007249), injury to (MESH:D014947), diseases (MESH:D004194), fibrosis (MESH:D005355)
- **Chemicals:** creatinine (MESH:D003404), iron (MESH:D007501), 18F (MESH:C000615276), 18F-FDG (MESH:D019788), bilirubin (MESH:D001663), Natriuretic peptide (MESH:D045265), EDTA (MESH:D004492), atorvastatin (MESH:D000069059), 18-fluorine-fluorodeoxyglucose (-), vitamin D (MESH:D014807)
- **Species:** Human immunodeficiency virus 1 (no rank) [taxon 11676], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606], Mycobacterium tuberculosis (species) [taxon 1773], Human immunodeficiency virus (species) [taxon 12721]
- **Mutations:** A1C

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939348/full.md

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Source: https://tomesphere.com/paper/PMC12939348