# Expression of Bruton’s Tyrosine Kinase Reflects Immune Cells Infiltration and Cell Proliferation in Breast Cancer

**Authors:** Tamrah AlRammah, Rongrong Wu, Kohei Chida, Kei Kawashima, Kenichi Hakamada, Takashi Ishikawa, John M.L. Ebos, Kazuaki Takabe

PMC · DOI: 10.14740/wjon2708 · 2026-03-05

## TL;DR

This study explores how Bruton’s tyrosine kinase (BTK) levels in breast cancer relate to immune cell infiltration and tumor growth, finding it linked to immune activity but not treatment outcomes.

## Contribution

The study reveals BTK as a marker of immune activity in breast cancer subtypes, particularly TNBC, but shows it lacks predictive value for treatment response.

## Key findings

- BTK expression is highest in triple-negative breast cancer and correlates with proliferation in ER+/HER2– tumors.
- BTK-high tumors show strong immune pathway enrichment and increased immune cell infiltration.
- BTK levels do not predict survival or response to chemotherapy or immunotherapy.

## Abstract

Bruton’s tyrosine kinase (BTK) is a downstream mediator in B-cell receptor (BCR) signaling and is essential for B-cell differentiation and proliferation. BTK inhibitors are approved and in clinical use for hematological cancers such as lymphoma and leukemia, with testing underway in solid tumors. Because BTK is expressed in myeloid-derived suppressor cells (MDSCs) known to worsen breast cancer (BC) outcomes, we investigated the clinical relevance of BTK expression in multiple BC subtypes as a predictor of progression and/or response to treatment.

We performed an integrative transcriptomic analysis of tumor BTK expression across three large BC cohorts (The Cancer Genome Atlas (TCGA), Molecular Taxonomy of Breast Cancer International Consortium (METABRIC), and Sweden Cancerome Analysis Network-Breast (SCAN-B); total n = 5,240), 10 neoadjuvant chemotherapy (NAC) datasets, and the I-SPY2 neoadjuvant immunotherapy trial cohort. Gene set enrichment analysis (GSEA) and xCell deconvolution were used to evaluate associations with cell proliferation, immune infiltration, and tumor microenvironment (TME) composition while single-cell sequencing datasets (SCP1039, SCP1106) were used to identify BTK-expressing cell populations. Survival analyses were performed using Kaplan-Meier and log-rank tests.

BTK levels were the highest in triple-negative BC (TNBC) among the subtypes and unexpectedly drove stronger proliferation gene set enrichment in estrogen receptor-positive (ER+)/human epidermal growth factor receptor 2-negative (HER2–) tumors (e.g., MITOTIC_SPINDLE, G2M_CHECKPOINT). However, BTK expression did not correlate with American Joint Committee on Cancer (AJCC) stage or overall, disease-free, or disease-specific survival across cohorts or molecular subtypes. Notably, BTK-high tumors showed robust enrichment of immune pathways (interferon gamma (IFN-γ) response, interleukin-6 (IL-6)/Janus kinase (JAK)/signal transducer and activator of transcription 3 (STAT3), tumor necrosis factor-α (TNF-α) signaling) and exhibited elevated tumor-infiltrating leukocyte and lymphocyte fractions, increased cytolytic activity, and greater abundance of myeloid and lymphoid cell populations. BTK expression was not consistently associated with NAC response as only one of 10 datasets (GSE25066) showed a weak association within ER+ and HER2-positive subtypes. Similarly, BTK levels did not predict response in I-SPY2 patients receiving durvalumab plus olaparib, despite strong correlations with programmed cell death protein 1/programmed cell death ligand 1 (PD-1/PD-L1) expression. Single-cell analysis localized BTK transcripts primarily to myeloid and B cells.

BTK expression in BC reflects a proliferative and immune-active TME, particularly in TNBC and HER2-positive subtypes, but lacks prognostic or predictive value for NAC or PD-L1-based immunotherapy response.

## Linked entities

- **Genes:** BTK (Bruton tyrosine kinase) [NCBI Gene 695], BRCA1 (BRCA1 DNA repair associated) [NCBI Gene 672], KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845], IFNG (interferon gamma) [NCBI Gene 3458], IL6 (interleukin 6) [NCBI Gene 3569], jak (Janus kinase) [NCBI Gene 778659], STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774], TNF (tumor necrosis factor) [NCBI Gene 7124], PDCD1 (programmed cell death 1) [NCBI Gene 5133], CD274 (CD274 molecule) [NCBI Gene 29126]
- **Proteins:** IL6 (interleukin 6)
- **Diseases:** breast cancer (MONDO:0004989), lymphoma (MONDO:0003659), leukemia (MONDO:0004355)

## Full-text entities

- **Genes:** STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, EREG (epiregulin) [NCBI Gene 2069] {aka EPR, ER, Ep}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, BTK (Bruton tyrosine kinase) [NCBI Gene 695] {aka AGMX1, AT, ATK, BPK, IGHD3, IMD1}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, ESR1 (estrogen receptor 1) [NCBI Gene 2099] {aka ER, ESR, ESRA, ESTRR, Era, NR3A1}
- **Diseases:** Cancer (MESH:D009369), leukemia (MESH:D007938), lymphoma (MESH:D008223), TNBC (MESH:D064726), BC (MESH:D001943)
- **Chemicals:** durvalumab (MESH:C000613593), olaparib (MESH:C531550)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12978404/full.md

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Source: https://tomesphere.com/paper/PMC12978404