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dc.contributor.authorSathyavathi, R.
dc.contributor.authorSaha, Anushree
dc.contributor.authorSoares, Jaqueline S.
dc.contributor.authorSpegazzini, Nicolas
dc.contributor.authorMcGee, Sasha
dc.contributor.authorFitzmaurice, Maryann
dc.contributor.authorBarman, Ishan
dc.contributor.authorDasari, Ramachandra Rao
dc.date.accessioned2015-06-09T15:16:31Z
dc.date.available2015-06-09T15:16:31Z
dc.date.issued2015-04
dc.date.submitted2014-11
dc.identifier.issn2045-2322
dc.identifier.urihttp://hdl.handle.net/1721.1/97239
dc.description.abstractMicrocalcifications are an early mammographic sign of breast cancer and frequent target for stereotactic biopsy. Despite their indisputable value, microcalcifications, particularly of the type II variety that are comprised of calcium hydroxyapatite deposits, remain one of the least understood disease markers. Here we employed Raman spectroscopy to elucidate the relationship between pathogenicity of breast lesions in fresh biopsy cores and composition of type II microcalcifications. Using a chemometric model of chemical-morphological constituents, acquired Raman spectra were translated to characterize chemical makeup of the lesions. We find that increase in carbonate intercalation in the hydroxyapatite lattice can be reliably employed to differentiate benign from malignant lesions, with algorithms based only on carbonate and cytoplasmic protein content exhibiting excellent negative predictive value (93–98%). Our findings highlight the importance of calcium carbonate, an underrated constituent of microcalcifications, as a spectroscopic marker in breast pathology evaluation and pave the way for improved biopsy guidance.en_US
dc.description.sponsorshipNational Institute for Biomedical Imaging and Bioengineering (U.S.) (9P41EB015871-27A1)en_US
dc.description.sponsorshipJohns Hopkins University. Whiting School of Engineeringen_US
dc.description.sponsorshipNational Cancer Institute (U.S.) (R01-CA140288)en_US
dc.language.isoen_US
dc.publisherNature Publishing Groupen_US
dc.relation.isversionofhttp://dx.doi.org/10.1038/srep09907en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.sourceNature Publishing Groupen_US
dc.titleRaman spectroscopic sensing of carbonate intercalation in breast microcalcifications at stereotactic biopsyen_US
dc.typeArticleen_US
dc.identifier.citationSathyavathi, R., Anushree Saha, Jaqueline S. Soares, Nicolas Spegazzini, Sasha McGee, Ramachandra Rao Dasari, Maryann Fitzmaurice, and Ishan Barman. “Raman Spectroscopic Sensing of Carbonate Intercalation in Breast Microcalcifications at Stereotactic Biopsy.” Sci. Rep. 5 (April 30, 2015): 9907.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Chemistryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Laser Biomedical Research Centeren_US
dc.contributor.departmentMassachusetts Institute of Technology. Spectroscopy Laboratoryen_US
dc.contributor.mitauthorSpegazzini, Nicolasen_US
dc.contributor.mitauthorDasari, Ramachandra Raoen_US
dc.relation.journalScientific Reportsen_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.orderedauthorsSathyavathi, R.; Saha, Anushree; Soares, Jaqueline S.; Spegazzini, Nicolas; McGee, Sasha; Rao Dasari, Ramachandra; Fitzmaurice, Maryann; Barman, Ishanen_US
dc.identifier.orcidhttps://orcid.org/0000-0003-1190-3144
mit.licensePUBLISHER_CCen_US
mit.metadata.statusComplete


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