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dc.contributor.authorKunitake, Jennie AMR
dc.contributor.authorSudilovsky, Daniel
dc.contributor.authorJohnson, Lynn M
dc.contributor.authorLoh, Hyun-Chae
dc.contributor.authorChoi, Siyoung
dc.contributor.authorMorris, Patrick G
dc.contributor.authorJochelson, Maxine S
dc.contributor.authorIyengar, Neil M
dc.contributor.authorMorrow, Monica
dc.contributor.authorMasic, Admir
dc.contributor.authorFischbach, Claudia
dc.contributor.authorEstroff, Lara A
dc.date.accessioned2023-03-10T18:06:40Z
dc.date.available2023-03-10T18:06:40Z
dc.date.issued2023-02-22
dc.identifier.urihttps://hdl.handle.net/1721.1/148463
dc.description.abstract<jats:p>Microcalcifications, primarily biogenic apatite, occur in cancerous and benign breast pathologies and are key mammographic indicators. Outside the clinic, numerous microcalcification compositional metrics (e.g., carbonate and metal content) are linked to malignancy, yet microcalcification formation is dependent on microenvironmental conditions, which are notoriously heterogeneous in breast cancer. We interrogate multiscale heterogeneity in 93 calcifications from 21 breast cancer patients using an omics-inspired approach: For each microcalcification, we define a “biomineralogical signature” combining metrics derived from Raman microscopy and energy-dispersive spectroscopy. We observe that (i) calcifications cluster into physiologically relevant groups reflecting tissue type and local malignancy; (ii) carbonate content exhibits substantial intratumor heterogeneity; (iii) trace metals including zinc, iron, and aluminum are enhanced in malignant-localized calcifications; and (iv) the lipid-to-protein ratio within calcifications is lower in patients with poor composite outcome, suggesting that there is potential clinical value in expanding research on calcification diagnostic metrics to include “mineral-entrapped” organic matrix.</jats:p>en_US
dc.language.isoen
dc.publisherAmerican Association for the Advancement of Science (AAAS)en_US
dc.relation.isversionof10.1126/sciadv.ade3152en_US
dc.rightsCreative Commons Attribution NonCommercial License 4.0en_US
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/en_US
dc.sourceScience Advancesen_US
dc.titleBiomineralogical signatures of breast microcalcificationsen_US
dc.typeArticleen_US
dc.identifier.citationKunitake, Jennie AMR, Sudilovsky, Daniel, Johnson, Lynn M, Loh, Hyun-Chae, Choi, Siyoung et al. 2023. "Biomineralogical signatures of breast microcalcifications." Science Advances, 9 (8).
dc.contributor.departmentMassachusetts Institute of Technology. Department of Civil and Environmental Engineeringen_US
dc.relation.journalScience Advancesen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2023-03-10T17:54:44Z
dspace.orderedauthorsKunitake, JAMR; Sudilovsky, D; Johnson, LM; Loh, H-C; Choi, S; Morris, PG; Jochelson, MS; Iyengar, NM; Morrow, M; Masic, A; Fischbach, C; Estroff, LAen_US
dspace.date.submission2023-03-10T17:54:47Z
mit.journal.volume9en_US
mit.journal.issue8en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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