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Published on: October 23, 2020
Mathematical model in post-mortem estimation of brain edema using morphometric parameters
Nemanja Radojevic1, Bojana Radnic2, Jelena Vucinic1
1Clinical Center of Montenegro, Faculty of Medicine, University of Montenegro, Ljubljanska 1, 20000, Podgorica, Montenegro.
Abstract:
Current autopsy principles for evaluating the existence of brain edema are based on a macroscopic subjective assessment performed by pathologists. The gold standard is a time-consuming histological verification of the presence of the edema. By measuring the diameters of the cranial cavity, as individually determined morphometric parameters, a mathematical model for rapid evaluation of brain edema was created, based on the brain weight measured during the autopsy. A cohort study was performed on 110 subjects, divided into two groups according to the histological presence or absence of (the - deleted from the text) brain edema. In all subjects, the following measures were determined: the volume and the diameters of the cranial cavity (longitudinal and transverse distance and height), the brain volume, and the brain weight. The complex mathematical algorithm revealed a formula for the coefficient ε, which is useful to conclude whether a brain edema is present or not. The average density of non-edematous brain is 0.967 g/ml, while the average density of edematous brain is 1.148 g/ml. The resulting formula for the coefficient ε is (5.79 x longitudinal distance x transverse distance)/brain weight. Coefficient ε can be calculated using measurements of the diameters of the cranial cavity and the brain weight, performed during the autopsy. If the resulting ε is less than 0.9484, it could be stated that there is cerebral edema with a reliability of 98.5%. The method discussed in this paper aims to eliminate the burden of relying on subjective assessments when determining the presence of a brain edema.
Insights
A new mathematical model uses cranial cavity measurements and brain weight to rapidly detect brain edema during autopsy. This method offers a reliable, objective alternative to subjective assessments and time-consuming histology.
Area of Science:
- Forensic Pathology
- Neuropathology
- Medical Imaging
Background:
- Current brain edema evaluation relies on subjective macroscopic assessment by pathologists.
- Histological verification, the gold standard, is time-consuming and labor-intensive.
Purpose of the Study:
- To develop a rapid, objective mathematical model for evaluating brain edema during autopsy.
- To establish a reliable method for detecting cerebral edema using morphometric parameters.
Main Methods:
- A cohort study involving 110 subjects was conducted.
- Morphometric parameters including cranial cavity diameters and brain weight were measured.
- A mathematical algorithm was developed to calculate a coefficient (ε) for edema detection.
Main Results:
- The formula for coefficient ε is (5.79 x longitudinal distance x transverse distance)/brain weight.
- An ε value less than 0.9484 indicates cerebral edema with 98.5% reliability.
- Average brain density differs significantly between non-edematous (0.967 g/ml) and edematous (1.148 g/ml) brains.
Conclusions:
- The developed mathematical model provides a rapid and objective method for diagnosing brain edema at autopsy.
- This approach reduces reliance on subjective pathological assessments.
- The coefficient ε serves as a reliable indicator for the presence of cerebral edema.
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