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Peer-reviewedCC BY 4.0Frontiers in Immunology

Reprogramming innate immune memory in bladder cancer: the proposed bone marrow–bladder axis and next-generation BCG-based immunotherapies

5 affiliations
  1. 1Department of Geriatric, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine
  2. 2Department of Colorectal and Anal Surgery, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine
  3. 3Department of Urology, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine
  4. 4Department of General Practice, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine
  5. 5Department of Emergency, Xiangyang No. 1 People’s Hospital, Hubei University of Medicine

Abstract

Intravesical Bacillus Calmette–Guérin (BCG) remains the standard adjuvant treatment for high-risk non-muscle-invasive bladder cancer (NMIBC), yet the mechanisms underlying its durable clinical benefit and treatment resistance remain incompletely understood. Although BCG has traditionally been regarded as a local immunotherapy, emerging clinical and preclinical evidence suggests that intravesical BCG can induce trained-immunity-associated systemic immune changes, including alterations in circulating innate immune responses and hematopoietic programming. In this Review, we propose the bone marrow–bladder axis as a hypothesis-generating conceptual framework linking local microbial sensing with systemic hematopoietic responses that may contribute to sustained myeloid and adaptive antitumor immunity. Building upon this framework, we further introduce the Failure-to-Train (FTT) model, which proposes that selected immune-training-related mechanisms may contribute to heterogeneous patterns of BCG failure through disruption of productive immune training at distinct stages of the proposed immune-training circuit. Finally, we discuss the implications of this framework for biomarker development, experimental validation and mechanism-guided immunotherapy. By considering systemic immune training as a potential contributor to BCG responses, this Review provides a conceptual framework for investigating treatment response and resistance and for developing testable strategies for next-generation immunotherapy.

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BibTeX
@article{yang2026reprogramming,
  title = {{Reprogramming innate immune memory in bladder cancer: the proposed bone marrow–bladder axis and next-generation BCG-based immunotherapies}},
  author = {Meng Yang and Yu Guo and Yu-zhao Shen and Yan-Li Sun and Dai-Ju Ma and Yuan-Jia Tang},
  journal = {Frontiers in Immunology},
  year = {2026},
  month = oct,
  doi = {10.3389/fimmu.2026.1945559},
  url = {https://www.frontiersin.org/articles/10.3389/fimmu.2026.1945559/full},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Reprogramming innate immune memory in bladder cancer: the proposed bone marrow–bladder axis and next-generation BCG-based immunotherapies
AU  - Meng Yang
AU  - Yu Guo
AU  - Yu-zhao Shen
AU  - Yan-Li Sun
AU  - Dai-Ju Ma
AU  - Yuan-Jia Tang
PY  - 2026
DA  - 2026/10/06
JO  - Frontiers in Immunology
DO  - 10.3389/fimmu.2026.1945559
UR  - https://www.frontiersin.org/articles/10.3389/fimmu.2026.1945559/full
AB  - Intravesical Bacillus Calmette–Guérin (BCG) remains the standard adjuvant treatment for high-risk non-muscle-invasive bladder cancer (NMIBC), yet the mechanisms underlying its durable clinical benefit and treatment resistance remain incompletely understood. Although BCG has traditionally been regarded as a local immunotherapy, emerging clinical and preclinical evidence suggests that intravesical BCG can induce trained-immunity-associated systemic immune changes, including alterations in circulating innate immune responses and hematopoietic programming. In this Review, we propose the bone marrow–bladder axis as a hypothesis-generating conceptual framework linking local microbial sensing with systemic hematopoietic responses that may contribute to sustained myeloid and adaptive antitumor immunity. Building upon this framework, we further introduce the Failure-to-Train (FTT) model, which proposes that selected immune-training-related mechanisms may contribute to heterogeneous patterns of BCG failure through disruption of productive immune training at distinct stages of the proposed immune-training circuit. Finally, we discuss the implications of this framework for biomarker development, experimental validation and mechanism-guided immunotherapy. By considering systemic immune training as a potential contributor to BCG responses, this Review provides a conceptual framework for investigating treatment response and resistance and for developing testable strategies for next-generation immunotherapy.
SN  - 1664-3224
ER  -