Spatial transcriptomics of pediatric tuberculosis lymph nodes reveals a conserved hypoxia_SPP1 niche

Pediatric tuberculosis (TB) often presents as primary disease involving the mediastinal lymph nodes; however, its granuloma microenvironment remains poorly characterized because these population patient tissues are rarely available for study. Here, we use spatial transcriptomics to profile 60 granulomas from four children aged 4 to 36 months. We identified nine recurrent transcriptional microenvironments shared across granulomas, despite their marked histological heterogeneity. One macrophage-rich microenvironment showed strong hypoxia-associated activity and secreted phosphoprotein 1 (SPP1) enrichment. This microenvironment was present in both non-necrotic and necrotic lesions and overlapped with a Mtb-persistence macrophage signature previously identified in murine TB lymph nodes. Pathway analysis revealed the enrichment of both antimicrobial and regulatory programs within this microenvironment, suggesting partial immune control rather than uniform inflammatory or suppressive activity in this region. SPP1 expression was associated with regions enriched for both M1- and M2-like macrophages, suggesting a macrophage program that extends beyond conventional polarization classifications and may be influenced by the local granuloma microenvironment. We further observed a similar spatial association between hypoxia-associated activity and SPP1 expression in an independent adult TB dataset (pooled Spearman ρ=0.65) and validated this association at protein level by multiplex immunofluorescence in our pediatric TB granuloma sample. Overall, this study identified a hypoxia-associated SPP1-enriched microenvironment that may contribute to incomplete bacterial clearance and could provide a framework for evaluating host-directed strategies to enhance sterilizing immunity without exacerbating tissue damage.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-11-03
DOI
https://doi.org/10.64898/2026.10.28.762471
Primary Topic
Tuberculosis Research and Epidemiology
Type
preprint
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preprint

Spatial transcriptomics of pediatric tuberculosis lymph nodes reveals a conserved hypoxia_SPP1 niche

Ayanda Shabangu, Jacob D. Estes, Anca Dorhoi, Gerhard Walzl et al.
bioRxiv (Cold Spring Harbor Laboratory)
Tuberculosis Research and Epidemiology
preprint

Spatial transcriptomics of pediatric tuberculosis lymph nodes reveals a conserved hypoxia_SPP1 niche

Ayanda Shabangu, Jacob D. Estes, Anca Dorhoi, Gerhard Walzl, Kathleen Busman‐Sahay, Michael C. Chao, Daniel R. De Wet, Pierre Goussard, Tracey Jooste, Nelita du Plessis, Jacques Janson, Stephen Bondoc, Kevin B. Urdahl, Michael D. Nekorchuk, Michael Y. Gerner, Sarah M. Fortune, Elya Ali Shamskhou, S Odunola Adebiyi
preprint en

Abstract

Pediatric tuberculosis (TB) often presents as primary disease involving the mediastinal lymph nodes; however, its granuloma microenvironment remains poorly characterized because these population patient tissues are rarely available for study. Here, we use spatial transcriptomics to profile 60 granulomas from four children aged 4 to 36 months. We identified nine recurrent transcriptional microenvironments shared across granulomas, despite their marked histological heterogeneity. One macrophage-rich microenvironment showed strong hypoxia-associated activity and secreted phosphoprotein 1 (SPP1) enrichment. This microenvironment was present in both non-necrotic and necrotic lesions and overlapped with a Mtb-persistence macrophage signature previously identified in murine TB lymph nodes. Pathway analysis revealed the enrichment of both antimicrobial and regulatory programs within this microenvironment, suggesting partial immune control rather than uniform inflammatory or suppressive activity in this region. SPP1 expression was associated with regions enriched for both M1- and M2-like macrophages, suggesting a macrophage program that extends beyond conventional polarization classifications and may be influenced by the local granuloma microenvironment. We further observed a similar spatial association between hypoxia-associated activity and SPP1 expression in an independent adult TB dataset (pooled Spearman ρ=0.65) and validated this association at protein level by multiplex immunofluorescence in our pediatric TB granuloma sample. Overall, this study identified a hypoxia-associated SPP1-enriched microenvironment that may contribute to incomplete bacterial clearance and could provide a framework for evaluating host-directed strategies to enhance sterilizing immunity without exacerbating tissue damage.

bioRxiv (Cold Spring Harbor Laboratory)
National Health Laboratory Service (ZA), South African Medical Research Council (ZA), Center for Infectious Disease Research (US), Friedrich-Loeffler-Institut (DE), Infectious Disease Research Institute (US), Harvard University (US), Oregon Health & Science University (US), University of Washington (US), Stellenbosch University (ZA), Tygerberg Hospital (ZA)
Tuberculosis Research and Epidemiology
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