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dc.contributor.authorShen, D.
dc.contributor.authorSheikine, Y.
dc.contributor.authorWang, H. H.
dc.contributor.authorSchmolze, D. B.
dc.contributor.authorJohnson, N. B.
dc.contributor.authorBrooker, J. S.
dc.contributor.authorCable, Alex E.
dc.contributor.authorConnolly, J. L.
dc.contributor.authorTao, Yuankai K.
dc.contributor.authorAhsen, Osman Oguz
dc.contributor.authorFujimoto, James G.
dc.date.accessioned2015-05-04T16:10:47Z
dc.date.available2015-05-04T16:10:47Z
dc.date.issued2014-10
dc.date.submitted2014-03
dc.identifier.issn0027-8424
dc.identifier.issn1091-6490
dc.identifier.urihttp://hdl.handle.net/1721.1/96899
dc.description.abstractRapid intraoperative assessment of breast excision specimens is clinically important because up to 40% of patients undergoing breast-conserving cancer surgery require reexcision for positive or close margins. We demonstrate nonlinear microscopy (NLM) for the assessment of benign and malignant breast pathologies in fresh surgical specimens. A total of 179 specimens from 50 patients was imaged with NLM using rapid extrinsic nuclear staining with acridine orange and intrinsic second harmonic contrast generation from collagen. Imaging was performed on fresh, intact specimens without the need for fixation, embedding, and sectioning required for conventional histopathology. A visualization method to aid pathological interpretation is presented that maps NLM contrast from two-photon fluorescence and second harmonic signals to features closely resembling histopathology using hematoxylin and eosin staining. Mosaicking is used to overcome trade-offs between resolution and field of view, enabling imaging of subcellular features over square-centimeter specimens. After NLM examination, specimens were processed for standard paraffin-embedded histology using a protocol that coregistered histological sections to NLM images for paired assessment. Blinded NLM reading by three pathologists achieved 95.4% sensitivity and 93.3% specificity, compared with paraffin-embedded histology, for identifying invasive cancer and ductal carcinoma in situ versus benign breast tissue. Interobserver agreement was κ = 0.88 for NLM and κ = 0.89 for histology. These results show that NLM achieves high diagnostic accuracy, can be rapidly performed on unfixed specimens, and is a promising method for intraoperative margin assessment.en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (Grant R01-CA178636-01)en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (Grant R01-CA75289-16)en_US
dc.description.sponsorshipUnited States. Air Force Office of Scientific Research (Grant FA9550-10-1-0551)en_US
dc.description.sponsorshipUnited States. Air Force Office of Scientific Research (Grant FA9550-12-1-0499)en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (National Research Service Award Postdoctoral Fellowship F32-CA165484)en_US
dc.language.isoen_US
dc.publisherNational Academy of Sciences (U.S.)en_US
dc.relation.isversionofhttp://dx.doi.org/10.1073/pnas.1416955111en_US
dc.rightsArticle is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.en_US
dc.sourceNational Academy of Sciences (U.S.)en_US
dc.titleAssessment of breast pathologies using nonlinear microscopyen_US
dc.typeArticleen_US
dc.identifier.citationTao, Y. K., D. Shen, Y. Sheikine, O. O. Ahsen, H. H. Wang, D. B. Schmolze, N. B. Johnson, et al. “Assessment of Breast Pathologies Using Nonlinear Microscopy.” Proceedings of the National Academy of Sciences 111, no. 43 (October 13, 2014): 15304–15309.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Electrical Engineering and Computer Scienceen_US
dc.contributor.departmentMassachusetts Institute of Technology. Research Laboratory of Electronicsen_US
dc.contributor.mitauthorTao, Yuankai K.en_US
dc.contributor.mitauthorAhsen, Osman Oguzen_US
dc.contributor.mitauthorFujimoto, James G.en_US
dc.relation.journalProceedings of the National Academy of Sciencesen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dspace.orderedauthorsTao, Y. K.; Shen, D.; Sheikine, Y.; Ahsen, O. O.; Wang, H. H.; Schmolze, D. B.; Johnson, N. B.; Brooker, J. S.; Cable, A. E.; Connolly, J. L.; Fujimoto, J. G.en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-4811-3429
dc.identifier.orcidhttps://orcid.org/0000-0002-0828-4357
mit.licensePUBLISHER_POLICYen_US
mit.metadata.statusComplete


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