ArticleJournal for immunotherapy of cancer2022
Label-free metabolic imaging for sensitive and robust monitoring of anti-CD47 immunotherapy response in triple-negative breast cancer.
Article in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.
- Illuminating Immunity: A Systematic Review of Immune Cell Autofluorescence.Journal of biophotonics · 2025Pooled it
- In Vivo Immunoscoring Technique to Monitor Anti-CD47 Immunotherapy Efficacy in Triple-Negative Breast Cancer.Cancer medicine · 2026Article
- Changes in the metabolism of axillary lymph node cells as a predictor of regional metastasis in breast cancer.World journal of experimental medicine · 2026Article
- A Lightweight, 3D-Printable, Low-Cost, "One-Click" Dorsal Skin Window for High-Quality Long-Term Multimodal Subcutaneous Tumor Imaging.Advanced healthcare materials · 2026Article
- Regulatory patterns of antibody-dependent cellular phagocytosis-related genes in triple-negative breast cancer: An integrated multi-omics and single-cell analysis.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Why is the tumor microenvironment disordered by NADH/NADRedox biology · 2026Review
- Antibody-dependent cellular phagocytosis in cancer immunotherapy: research and perspectives.Journal of translational medicine · 2026Review
- Divergent role of CD8 T cells with distinct metabolic phenotypes during curative radio-immunotherapy in hot versus cold tumors.bioRxiv : the preprint server for biology · 2026Article
- Emerging insights into intravital imaging, unraveling its role in cancer immunotherapy.Cancer immunology, immunotherapy : CII · 2025Review
- Article
- Fast autofluorescence imaging to evaluate dynamic changes in cell metabolism.Journal of biomedical optics · 2024Article
- Applications of Intravital Imaging in Cancer Immunotherapy.Bioengineering (Basel, Switzerland) · 2024Review
- Machine Learning Enabled Photoacoustic Spectroscopy for Noninvasive Assessment of Breast Tumor ProgressionACS sensors · 2024Article
- Immunotherapy Assessment: A New Paradigm for Radiologists.Diagnostics (Basel, Switzerland) · 2023Review
- Imaging glucose metabolism to reveal tumor progression.Frontiers in physiology · 2023Review
- Fluorescence microscopy imaging of mitochondrial metabolism in cancer cells.Frontiers in oncology · 2023Review
- Opportunities and challenges of CD47-targeted therapy in cancer immunotherapy.Oncology research · 2023Review
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmunotherapy is revolutionizing cancer treatment from conventional radiotherapies and chemotherapies to immune checkpoint inhibitors which use patients' immune system to recognize and attack cancer cells. Despite the huge clinical success and vigorous development of immunotherapies, there is a significant unmet need for a robust tool to identify responders to specific immunotherapy. Early and accurate monitoring of immunotherapy response is indispensable for personalized treatment and effective drug development.
methodsWe established a label-free metabolic intravital imaging (LMII) technique to detect two-photon excited autofluorescence signals from two coenzymes, NAD(P)H (reduced nicotinamide adenine dinucleotide (phosphate) hydrogen) and FAD (flavin adenine dinucleotide) as robust imaging markers to monitor metabolic responses to immunotherapy. Murine models of triple-negative breast cancer (TNBC) were established and tested with different therapeutic regimens including anti-cluster of differentiation 47 (CD47) immunotherapy to monitor time-course treatment responses using the developed metabolic imaging technique.
resultsWe first imaged the mechanisms of the CD47-signal regulatory protein alpha pathway in vivo, which unravels macrophage-mediated antibody-dependent cellular phagocytosis and illustrates the metabolism of TNBC cells and macrophages. We further visualized the autofluorescence of NAD(P)H and FAD and found a significant increase during tumor growth. Following anti-CD47 immunotherapy, the imaging signal was dramatically decreased demonstrating the sensitive monitoring capability of NAD(P)H and FAD imaging for therapeutic response. NAD(P)H and FAD intravital imaging also showed a marked decrease after chemotherapy and radiotherapy. A comparative study with conventional whole-body bioluminescence and fluorescent glucose imaging demonstrated superior sensitivity of metabolic imaging. Flow cytometry validated metabolic imaging results. In vivo immunofluorescent staining revealed the targeting ability of NAD(P)H imaging mainly for tumor cells and a small portion of immune-active cells and that of FAD imaging mainly for immunosuppressive cells such as M2-like tumor-associated macrophages.
conclusionsCollectively, this study showcases the potential of the LMII technique as a powerful tool to visualize dynamic changes of heterogeneous cell metabolism of cancer cells and immune infiltrates in response to immunotherapy thus providing sensitive and complete monitoring. Leveraged on ability to differentiate cancer cells and immunosuppressive macrophages, the presented imaging approach provides particularly useful imaging biomarkers for emerged innate immune checkpoint inhibitors such as anti-CD47 therapy.
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