Related Experiment Video
Updated: Jan 4, 2026

SCAnED - An Open-source Skin Segmentation Macro for Semi-automated Cell and Nuclei Detection in Epidermal and Dermal Skin Compartments
Published on: August 8, 2025
Skin mapping for the classification of generalized morphea
Noelle Teske1, Joseph Welser2, Heidi Jacobe1
1Department of Dermatology, University of Texas Southwestern Medical Center, Dallas, Texas.
Background:
Generalized morphea lacks cohesive clinical features, limiting its clinical and investigative utility.
Objective:
We sought to use computerized lesion mapping to objectively subtype morphea.
Methods:
We conducted a 2-part cross-sectional study. In part 1, we created a discovery cohort of patients with generalized morphea of whom lesion maps were created to characterize subsets. Clinical and demographic features were compared between proposed subsets to determine if they identified clinically relevant differences. In part 2, we created a validation cohort to determine if proposed criteria were applicable to different individuals.
Results:
A total of 123 patients with generalized morphea were included. Mapping produced 2 distribution patterns that encompassed the majority in both cohorts: isomorphic (areas of skin friction) and symmetric (symmetrically distributed on trunk/extremities). In the discovery cohort, the isomorphic subset was older (55.6 ± 12.7 vs 42.2 ± 20.1 years, P < .001), all female (30/30 vs 38/43, P = .05), and more often had lichen sclerosus changes (12/43 vs 8/43, P = .02); involvement of the reticular dermis, subcutaneous fat, and/or fascia was more common in symmetric (10/43 vs 1/30) (P = .02). These features persisted in the validation cohort.
Limitations:
Single cohort was a limitation.
Conclusions:
Symmetric and isomorphic subsets possess distinctive demographic and clinical features, suggesting they more accurately define the phenotype of generalized morphea. Consideration should be given to revising classification.
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...
Papillary Dermis
The dermis might be considered the "core" of the integumentary system, as distinct from the epidermis and hypodermis. It contains blood and lymph vessels, nerves, and other structures, such as hair follicles and sweat glands. The dermis is made of two layers of connective tissue that comprise an interconnected mesh of elastin and collagenous fibers, produced by fibroblasts.
Papillary Layer
The papillary layer is made of loose, areolar connective tissue, which means the collagen...

