Related Experiment Video
Updated: Feb 8, 2026

Measuring Stolons and Rhizomes of Turfgrasses Using a Digital Image Analysis System
Published on: February 19, 2019
Comparison of Ki-67 labeling index measurements using digital image analysis and scoring by pathologists
Toru Morioka1, Naoki Niikura2, Nobue Kumaki3
1Department of Breast and Endocrine Surgery, Tokai University School of Medicine, Kanagawa, Japan.
Background:
Routine analysis of Ki-67 is not widely recommended for clinical decision-making because of poor reproducibility. Furthermore, counting numerous cells can be laborious for pathologists. Digital image analysis for immunohistochemical analysis was recently developed; however, the clinical efficacy of the Ki-67 index obtained using image analysis is unknown.
Methods:
We retrospectively identified female patients with breast cancer with immunohistochemical Ki-67 and survival data using the pathology database at the Tokai University, Japan. Ki-67 expression was scored by three pathologists. Slides were scanned and converted to virtual slides; Ki-67-positive cells were counted using image analysis. Ki-67 indices obtained by the pathologist's scoring and image analysis were evaluated by 2 × 2 analysis. Relationships between Ki-67 index and survival outcomes were evaluated using the Kaplan-Meier method and compared using the log-rank test.
Results:
Based on the 2 × 2 analysis, Ki-67 index obtained using image analysis was moderately correlated with the pathologist's scoring for all patients (κ 0.41; sensitivity, 0.573; specificity, 0.878). Poorer relapse-free survival was associated with high Ki-67 index than with low Ki-67 index for estrogen receptor-positive, human epidermal growth factor receptor 2-negative, and stage I or II patients scored by pathologists (p < 0.001) and obtained using image analysis (p = 0.031).
Conclusions:
The Ki-67 indices obtained using image analysis were moderately correlated with those scored by pathologists. Digital image analysis can be effective for measuring Ki-67 values, because they are associated with relapse-free survival in estrogen receptor-positive, human epidermal growth factor receptor 2-negative, and patients at stage I or II.
Related Concept Videos
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Introduction to z Scores
z scores...
Introduction to z Scores
z scores...
z Scores and Area Under the Curve
The Sense of Self: Reflected Self-Appraisal and Social Comparison
z Scores and Unusual Values
This score indicates how far a value is from the mean in terms of standard deviation. For example, if a data value has a z score of +1, the researcher can infer that the particular data value is one standard deviation above the mean. If another data...

