Systems, methods, and devices are provided for generating visualizations of facial aging trends based on protein biomarker concentration information. Protein biomarker concentration information is generated by an immunoassay analyzer device. The protein biomarker concentration information is used to predict one or more facial aging trends, such as shiny skin, rough skin, uneven skin tone, eye wrinkles, photo-aging, loss of elasticity, or dilated pores. A visualization, such as a spider diagram or a face aging simulation, is generated and presented.
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