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Updated: Jul 30, 2026

Analyzing Mitochondrial Morphology Through Simulation Supervised Learning
Published on: March 3, 2023
Protocol for evaluating mitochondrial morphology changes in response to CCCP-induced stress through open-source image
Sudeshna Nag1, Kaitlin Szederkenyi2, Christopher M Yip2
1Department of Biochemistry, University of Toronto, MaRS Centre West Tower, 661 University Avenue, M5G 1M1 Toronto, Canada.
Abstract:
Mitochondrial morphology is an indicator of cellular health and function; however, its quantification and categorization into different subclasses is a complicated process. Here, we present a protocol for mitochondrial morphology quantification in the presence and absence of carbonyl cyanide m-chlorophenyl hydrazone stress. We describe steps for the preparation of cells for immunofluorescence microscopy, staining, and morphology quantification. The quantification protocol generates an aspect ratio that helps to categorize mitochondria into two clear subclasses. For complete details on the use and execution of this protocol, please refer to Nag et al.1.

