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dc.contributor.authorDas, Nandan
dc.contributor.authorAlexandrov, Sergey
dc.contributor.authorGilligan, Katie E.
dc.contributor.authorDwyer, Róisín M.
dc.contributor.authorSaager, Rolf B.
dc.contributor.authorGhosh, Nirmalya
dc.contributor.authorLeahy, Martin
dc.date.accessioned2021-09-09T13:17:33Z
dc.date.available2021-09-09T13:17:33Z
dc.date.issued2021-01-11
dc.identifier.citationDas, Nandan, Alexandrov, Sergey, Gilligan, Katie, Dwyer, Róisín, Saager, Rolf, Ghosh, Nirmalya, & Leahy, Martin. (2021). Characterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progression. Journal of Biomedical Optics, 26(1), doi:10.1117/1.JBO.26.1.016003en_IE
dc.identifier.issn1560-2281
dc.identifier.urihttp://hdl.handle.net/10379/16931
dc.description.abstractSignificance: 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.en_IE
dc.description.sponsorshipThis project received funding from Irish Research Council (IRC), under Government of Ireland postdoctoral fellowship with project ID: GOIPD/2017/837. Nandan Das acknowledge National University of Ireland Galway (NUIG) for research facilities. He would also like to acknowledge the Knut and Alice Wallenberg Foundation support through the Wallenberg Centre for Molecular Medicine (WCMM) at Linköping University (LiU), Sweden. Also, this project has received funding from the European Union’s Horizon 2020 research and innovation program under Grant Agreement Nos. 761214 and 779960. The materials presented and views expressed here are the responsibility of the author(s) only. The EU Commission takes no responsibility for any use made of the information set out.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherSociety of Photo-optical Instrumentation Engineersen_IE
dc.relation.ispartofJournal Of Biomedical Opticsen
dc.rightsCC BY-NC-ND 3.0 IE
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/3.0/ie/
dc.subjectspectroscopyen_IE
dc.subjectoptical coherence tomographyen_IE
dc.subjectsubmicron scale self-similarityen_IE
dc.subjectnanosensitive multifractalityen_IE
dc.subjectearly disease detectionen_IE
dc.subjectcanceren_IE
dc.subjecttumoren_IE
dc.titleCharacterization of nanosensitive multifractality in submicron scale tissue morphology and its alteration in tumor progressionen_IE
dc.typeArticleen_IE
dc.date.updated2021-09-01T09:54:36Z
dc.identifier.doi10.1117/1.JBO.26.1.016003
dc.local.publishedsourcehttps://doi.org/10.1117/1.JBO.26.1.016003en_IE
dc.description.peer-reviewedpeer-reviewed
dc.contributor.funderIrish Research Councilen_IE
dc.contributor.funderHorizon 2020en_IE
dc.internal.rssid26635984
dc.local.contactSergey Alexandrov, School Of Physics, Nui Galway. - Email: sergey.alexandrov@nuigalway.ie
dc.local.copyrightcheckedYes
dc.local.versionPUBLISHED
dcterms.projectinfo:eu-repo/grantAgreement/EC/H2020::RIA/761214/EU/NanoSTARS imaging for STEM cell therapy for arthritic joints/STARSTEMen_IE
dcterms.projectinfo:eu-repo/grantAgreement/EC/H2020::IA/779960/EU/IMaging-based CUSTOMised EYE diagnostics/IMCUSTOMEYEen_IE
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