TY - JOUR
T1 - Classification of epidermal, buccal, penile and vaginal epithelial cells using morphological characteristics measured by imaging flow cytometry
AU - Ross, Dana
AU - Taylor, Duncan
AU - van Oorschot, Roland A.H.
AU - Best, Giles
AU - Goray, Mariya
PY - 2024/12
Y1 - 2024/12
N2 - As a result of the increased sensitivity of forensic DNA techniques, which can generate informative results from as little as a few cells, developing an understanding of the anatomical region these cells originate from is becoming more pertinent. Imaging Flow Cytometry (IFC) represents a promising method for identifying epithelial cells from different anatomical regions. This project aimed to determine whether IFC could be used to distinguish epithelial cells collected from different forensically relevant anatomical regions based on their morphology and autofluorescence. Penile, vaginal, buccal, and epidermal epithelial cells were collected in triplicate from 15 male and 15 female participants, in three different age groups: 18–39, 40–59, and 60+ years. Using the high statistical output from the IFC, 234 morphological measurements were collected for 571,546 single cells. Using a linear discriminate analysis with a minimum posterior probability threshold, the four epithelial cell types could be identified and distinguished with a 72–83 % classification accuracy. The results showed that the age and biological sex of the individual had no effect on the morphology of the four epithelial cell types. These data provide insights into the ability of IFC to identify and distinguish penile, buccal, vaginal, and epidermal epithelial cells and identifies further avenues for improvement and optimisation.
AB - As a result of the increased sensitivity of forensic DNA techniques, which can generate informative results from as little as a few cells, developing an understanding of the anatomical region these cells originate from is becoming more pertinent. Imaging Flow Cytometry (IFC) represents a promising method for identifying epithelial cells from different anatomical regions. This project aimed to determine whether IFC could be used to distinguish epithelial cells collected from different forensically relevant anatomical regions based on their morphology and autofluorescence. Penile, vaginal, buccal, and epidermal epithelial cells were collected in triplicate from 15 male and 15 female participants, in three different age groups: 18–39, 40–59, and 60+ years. Using the high statistical output from the IFC, 234 morphological measurements were collected for 571,546 single cells. Using a linear discriminate analysis with a minimum posterior probability threshold, the four epithelial cell types could be identified and distinguished with a 72–83 % classification accuracy. The results showed that the age and biological sex of the individual had no effect on the morphology of the four epithelial cell types. These data provide insights into the ability of IFC to identify and distinguish penile, buccal, vaginal, and epidermal epithelial cells and identifies further avenues for improvement and optimisation.
KW - Cell identification
KW - Epithelial cells
KW - Forensic science
KW - Imaging flow cytometry
UR - http://www.scopus.com/inward/record.url?scp=85207748588&partnerID=8YFLogxK
U2 - 10.1016/j.forsciint.2024.112274
DO - 10.1016/j.forsciint.2024.112274
M3 - Article
AN - SCOPUS:85207748588
SN - 0379-0738
VL - 365
JO - Forensic Science International
JF - Forensic Science International
M1 - 112274
ER -