title: Sensitivity and Specificity of Cardiac Tissue Discrimination Using Fiber-Optics Confocal Microscopy.
abstract: Disturbances of the cardiac conduction system constitute a major risk after surgical repair of complex cases of congenital heart disease. Intraoperative identification of the conduction system may reduce the incidence of these disturbances. We previously developed an approach to identify cardiac tissue types using fiber-optics confocal microscopy and extracellular fluorophores. Here, we applied this approach to investigate sensitivity and specificity of human and automated classification in discriminating images of atrial working myocardium and specialized tissue of the conduction system. Two-dimensional image sequences from atrial working myocardium and nodal tissue of isolated perfused rodent hearts were acquired using a fiber-optics confocal microscope (Leica FCM1000). We compared two methods for local application of extracellular fluorophores: topical via pipette and with a dye carrier. Eight blinded examiners evaluated 162 randomly selected images of atrial working myocardium (n = 81) and nodal tissue (n = 81). In addition, we evaluated the images using automated classification. Blinded examiners achieved a sensitivity and specificity of 99.2 ± 0.3% and 98.0 ± 0.7%, respectively, with the dye carrier method of dye application. Sensitivity and specificity was similar for dye application via a pipette (99.2 ± 0.3% and 94.0 ± 2.4%, respectively). Sensitivity and specificity for automated methods of tissue discrimination were similarly high. Human and automated classification achieved high sensitivity and specificity in discriminating atrial working myocardium and nodal tissue. We suggest that our findings facilitate clinical translation of fiber-optics confocal microscopy as an intraoperative imaging modality to reduce the incidence of conduction disturbances during surgical correction of congenital heart disease.
authors.affiliation: Department of Bioengineering, University of Utah, Salt Lake City, Utah, United States of America.
authors.forename: Chao
authors.initials: C
authors.lastname: Huang
authors.affiliation: Department of Bioengineering, University of Utah, Salt Lake City, Utah, United States of America.|Nora Eccles Harrison Cardiovascular Research and Training Institute, University of Utah, Salt Lake City, Utah, United States of America.
authors.forename: Frank B
authors.initials: FB
authors.lastname: Sachse
authors.affiliation: Department of Bioengineering, University of Utah, Salt Lake City, Utah, United States of America.
authors.forename: Robert W
authors.initials: RW
authors.lastname: Hitchcock
authors.affiliation: Department of Bioengineering, University of Utah, Salt Lake City, Utah, United States of America.|Department of Cardiac Surgery, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.
authors.forename: Aditya K
authors.initials: AK
authors.lastname: Kaza
mesh_terms: D000818:Animals; D005336:Fiber Optic Technology; D006321:Heart / Q000502:physiology*; D006801:Humans