Related Experiment Video
Updated: Jan 8, 2026

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Predictive Biomarkers: A New Frontier in Bespoke Aesthetic Dermatology
None:
As aesthetic dermatology integrates increasingly advanced injectable and energy-based interventions, the need for biologically informed decision-making becomes critical. Complications such as granulomas, fibrosis, and post-inflammatory hyperpigmentation still affect subsets of patients due to interindividual biological variability. This commentary explores the dual role of biomarkers (measurable indicators of process, risk, or response) and hallmarks (phenotypic patterns summarizing underlying biology) in identifying patients at risk of complications, offering real-world applications such as tape stripping to evaluate our molecular patient profile. The potential of artificial intelligence to interpret complex biological signatures is discussed, along with broader implications for long-term personalization in cosmetic care. By aligning treatment protocols with skin biology, aesthetic dermatology would shift toward a predictive and preventive model, ensuring safety, precision, and durable results. Level of Evidence: 5 (Therapeutic).
Related Concept Videos
Skin Cancer
Basal Cell Carcinoma (BCC): BCC is the most common type of skin cancer, accounting for about 80% of cases. It typically develops in...
Combination Therapies and Personalized Medicine
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...

