Related Experiment Video
Updated: Feb 12, 2026

Large-scale Reconstructions and Independent, Unbiased Clustering Based on Morphological Metrics to Classify Neurons in Selective Populations
Published on: February 15, 2017
Melanoma staging: Varying precision and terminal digit clustering in Breslow thickness data is evident in a
Marit B Veierød1, Christian M Page2, Stein Aaserud3
1Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
Background:
Errors in Breslow thickness reporting can give misclassification of T category, an important classifier in melanoma staging.
Objective:
We sought to investigate precision (number of digits) and terminal digit clustering in Breslow thickness and potential consequences for T category.
Methods:
All first primary and morphologically verified invasive melanomas in Norway between 2008 and 2015 were included. A smoothing model was fitted to estimate the underlying Breslow thickness distribution without digit clustering.
Results:
Thickness was reported for 13,057 (97.5%) patients; the median was 1.0 mm (range, 0.09-85). It was reported as whole numbers (15.6%), to 1 decimal (78.2%) and 2 decimal places (6.2%)-thin tumors with more precision than thick tumors. Terminal digit clustering was found with marked peaks in the observed frequency distribution for terminal digits 0 and 5, and with drops around these peaks. Terminal digit clustering increased proportions of patients classified with T1 and T4 tumors and decreased proportions classified with T2 and T3.
Limitations:
Breslow thickness was not reported in 2.5% of cases.
Conclusions:
The Norwegian recommendation of measurement to the nearest 0.1 mm was not followed. Terminal digit clustering was marked, with consequences for T category. Pathologists, clinicians, and epidemiologists should know that clustering of thickness data around T category cut points can impact melanoma staging with consequent effect on patient management and prognosis.
Related Concept Videos
The Evidence for Evolution
Analysis of Population Pharmacokinetic Data
Termination of Translation
Termination of Translation
What is Population Genetics?
Gradually Varying Flow

