title: Semi-automated image analysis: detecting carbonylation in subcellular regions of skeletal muscle.
abstract: The level of carbonylation in skeletal muscle is a marker of oxidative damage associated with disease and aging. While immunofluorescence microscopy is an elegant method to identify carbonylation sites in muscle cross-sections, imaging analysis is manual, tedious, and time consuming, especially when the goal is to characterize carbonyl contents in subcellular regions. In this paper, we present a semi-automated method for the analysis of carbonylation in subcellular regions of skeletal muscle cross-sections visualized with dual fluorescent immunohistochemistry. Carbonyls were visualized by their reaction with 2,4-dinitrophenylhydrazine (DNPH) followed by immunolabeling with an Alexa488-tagged anti-DNP antibody. Mitochondria were probed with an anti-COXI primary antibody followed by the labeling with an Alexa568-tagged secondary antibody. After imaging, muscle fibers were individually analyzed using a custom-designed, lab-written, computer-aided procedure to measure carbonylation levels in subsarcolemmal and interfibrillar mitochondrial regions, and in the cytoplasmic and extracellular regions. Using this procedure, we were able to decrease the time necessary for the analysis of a single muscle fiber from 45 min to about 1 min. The procedure was tested by four independent analysts and found to be independent on inter-person and intra-person variations. This procedure will help increase highly needed throughput in muscle studies related to ageing, disease, physical performance, and inactivity that use carbonyl levels as markers of oxidative damage.
authors.affiliation: Department of Chemistry, University of Minnesota, Minneapolis, MN 55455, USA.
authors.forename: Vratislav
authors.initials: V
authors.lastname: Kostal
authors.forename: Kiara
authors.initials: K
authors.lastname: Levar
authors.forename: Mark
authors.initials: M
authors.lastname: Swift
authors.forename: Erik
authors.initials: E
authors.lastname: Skillrud
authors.forename: Mark
authors.initials: M
authors.lastname: Chapman
authors.forename: Ladora V
authors.initials: LV
authors.lastname: Thompson
authors.forename: Edgar A
authors.initials: EA
authors.lastname: Arriaga
mesh_terms: D000818:Animals; D001331:Automation; D008856:Microscopy, Fluorescence; D018482:Muscle, Skeletal / Q000737:chemistry*; D010659:Phenylhydrazines / Q000737:chemistry; D051381:Rats; D011916:Rats, Inbred F344; D013347:Subcellular Fractions / Q000737:chemistry*
chemical_list: D010659:Phenylhydrazines; C004787:2,4-dinitrophenylhydrazine