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• A fluorescence-based DSF provides rapid assessment of adjuvant-adsorbed protein in a microplate format. • The effect of multi-factors in formulation development can be well-explored using smaller sample amount than DSC. • Good correlation of the results from well-established DSC and from high-throughput, automation amenable DSF is observed. Nano/microparticles are widely used as vaccine adjuvants to improve antigen stability and enhance immune response. Conformational stability of a given protein was normally assessed using differential scanning calorimetry (DSC) for the optimization of formulation and for ensuring antigen stability in vaccine products. Here, a higher throughput version, namely the microtiter plate-based differential scanning fluorimetry (DSF) method was developed and optimized for assessing the protein thermal stability in the particulate adjuvant-adsorbed form. Using recombinant human papillomavirus (HPV) vaccine antigens, along with several model proteins, enhanced sensitivity and correlation to the well-established differential scanning calorimetry were demonstrated. Higher throughput and much smaller sample consumption (1/10 ∼ 1/20 of the amount needed as compared to DSC) make the plate-based DSF a method of choice for formulation development, particularly during the early developmental phase of a project where the sample amount is usually quite limited. [ABSTRACT FROM AUTHOR]