Cargando…

Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression

Significance: Assessment of disease using optical coherence tomography is an actively investigated problem, owing to many unresolved challenges in early disease detection, diagnosis, and treatment response monitoring. The early manifestation of disease or precancer is typically associated with subtl...

Descripción completa

Detalles Bibliográficos
Autores principales: Das, Nandan, Alexandrov, Sergey, Gilligan, Katie E., Dwyer, Róisín M., Saager, Rolf B., Ghosh, Nirmalya, Leahy, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7797786/
https://www.ncbi.nlm.nih.gov/pubmed/33432788
http://dx.doi.org/10.1117/1.JBO.26.1.016003
_version_ 1783634936870207488
author Das, Nandan
Alexandrov, Sergey
Gilligan, Katie E.
Dwyer, Róisín M.
Saager, Rolf B.
Ghosh, Nirmalya
Leahy, Martin
author_facet Das, Nandan
Alexandrov, Sergey
Gilligan, Katie E.
Dwyer, Róisín M.
Saager, Rolf B.
Ghosh, Nirmalya
Leahy, Martin
author_sort Das, Nandan
collection PubMed
description Significance: Assessment of disease using optical coherence tomography is an actively investigated problem, owing to many unresolved challenges in early disease detection, diagnosis, and treatment response monitoring. The early manifestation of disease or precancer is typically associated with subtle alterations in the tissue dielectric and ultrastructural morphology. In addition, biological tissue is known to have ultrastructural multifractality. Aim: Detection and characterization of nanosensitive structural morphology and multifractality in the tissue submicron structure. Quantification of nanosensitive multifractality and its alteration in progression of tumor. Approach: We have developed a label free nanosensitive multifractal detrended fluctuation analysis(nsMFDFA) technique in combination with multifractal analysis and nanosensitive optical coherence tomography (nsOCT). The proposed method deployed for extraction and quantification of nanosensitive multifractal parameters in mammary fat pad (MFP). Results: Initially, the nsOCT approach is numerically validated on synthetic submicron axial structures. The nsOCT technique was applied to pathologically characterized MFP of murine breast tissue to extract depth-resolved nanosensitive submicron structures. Subsequently, two-dimensional MFDFA were deployed on submicron structural en face images to extract nanosensitive tissue multifractality. We found that nanosensitive multifractality increases in transition from healthy to tumor. Conclusions: This method for extraction of nanosensitive tissue multifractality promises to provide a noninvasive diagnostic tool for early disease detection and monitoring treatment response. The novel ability to delineate the dominant submicron scale nanosensitive multifractal properties may also prove useful for characterizing a wide variety of complex scattering media of non-biological origin.
format Online
Article
Text
id pubmed-7797786
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Society of Photo-Optical Instrumentation Engineers
record_format MEDLINE/PubMed
spelling pubmed-77977862021-01-13 Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression Das, Nandan Alexandrov, Sergey Gilligan, Katie E. Dwyer, Róisín M. Saager, Rolf B. Ghosh, Nirmalya Leahy, Martin J Biomed Opt Imaging Significance: Assessment of disease using optical coherence tomography is an actively investigated problem, owing to many unresolved challenges in early disease detection, diagnosis, and treatment response monitoring. The early manifestation of disease or precancer is typically associated with subtle alterations in the tissue dielectric and ultrastructural morphology. In addition, biological tissue is known to have ultrastructural multifractality. Aim: Detection and characterization of nanosensitive structural morphology and multifractality in the tissue submicron structure. Quantification of nanosensitive multifractality and its alteration in progression of tumor. Approach: We have developed a label free nanosensitive multifractal detrended fluctuation analysis(nsMFDFA) technique in combination with multifractal analysis and nanosensitive optical coherence tomography (nsOCT). The proposed method deployed for extraction and quantification of nanosensitive multifractal parameters in mammary fat pad (MFP). Results: Initially, the nsOCT approach is numerically validated on synthetic submicron axial structures. The nsOCT technique was applied to pathologically characterized MFP of murine breast tissue to extract depth-resolved nanosensitive submicron structures. Subsequently, two-dimensional MFDFA were deployed on submicron structural en face images to extract nanosensitive tissue multifractality. We found that nanosensitive multifractality increases in transition from healthy to tumor. Conclusions: This method for extraction of nanosensitive tissue multifractality promises to provide a noninvasive diagnostic tool for early disease detection and monitoring treatment response. The novel ability to delineate the dominant submicron scale nanosensitive multifractal properties may also prove useful for characterizing a wide variety of complex scattering media of non-biological origin. Society of Photo-Optical Instrumentation Engineers 2021-01-11 2021-01 /pmc/articles/PMC7797786/ /pubmed/33432788 http://dx.doi.org/10.1117/1.JBO.26.1.016003 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/ Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Imaging
Das, Nandan
Alexandrov, Sergey
Gilligan, Katie E.
Dwyer, Róisín M.
Saager, Rolf B.
Ghosh, Nirmalya
Leahy, Martin
Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
title Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
title_full Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
title_fullStr Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
title_full_unstemmed Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
title_short Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
title_sort characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression
topic Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7797786/
https://www.ncbi.nlm.nih.gov/pubmed/33432788
http://dx.doi.org/10.1117/1.JBO.26.1.016003
work_keys_str_mv AT dasnandan characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression
AT alexandrovsergey characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression
AT gilligankatiee characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression
AT dwyerroisinm characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression
AT saagerrolfb characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression
AT ghoshnirmalya characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression
AT leahymartin characterizationofnanosensitivemultifractalityinsubmicronscaletissuemorphologyanditsalterationintumorprogression