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Updated: Jan 16, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Baseline tumour burden and prognosis in breast cancer treated with immune checkpoint inhibitors
Julia Dixon-Douglas1, Lauren C Brown2, Kate Moodie3
1The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Parkville, VIC 3052, Australia; INSERM Unit 981, Gustave Roussy, 114 Rue Edouard Vaillant, Villejuif 94800, France.
Background:
Immune checkpoint inhibitors (ICI), alone or in combination with other agents, are now standard of care for a range of tumour types, including breast cancer. Radiological assessment of baseline tumour burden has been associated with prognosis in a variety of tumour types treated with immunotherapeutic agents. Whether baseline tumour burden is prognostic in breast cancer treated with ICI is unknown.
Methods:
A retrospective review of patients from a single institution with advanced breast cancer treated with ICI was performed. The sum of baseline target lesion measurements (baseline tumour size [BTS]) and all lesions (total tumour burden [TTB]) were determined in accordance with RECIST version 1.1 and correlated with clinical outcomes.
Results:
82 patients were identified, treated between 2015 and 2020. BTS and TTB by quartile were significantly associated with overall survival (OS) (p < 0.001) and clinical benefit rate at 6 months (CBR6) in univariable analysis (p = 0.004 and p = 0.002 for BTS and TTB, respectively). Multivariable analysis confirmed a significant inverse relationship with OS for both BTS (p = 0.035) and TTB (p = 0.024). A non-statistically significant numerical inverse association between increasing tumour burden and progression free survival was also observed.
Conclusion:
Baseline tumour burden assessed by BTS and TTB is significantly associated with prognosis in advanced breast cancer treated with ICI and should be considered a potential biomarker to improve selection of patients for treatment with ICI. These results suggest that ICI treatment will be most effective in patients with lower tumour burden.

