{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T16:14:19Z","timestamp":1753892059597,"version":"3.41.2"},"reference-count":65,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T00:00:00Z","timestamp":1734393600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Oncol."],"abstract":"<jats:sec><jats:title>Introduction<\/jats:title><jats:p>Ductal carcinoma <jats:italic>in situ<\/jats:italic> (DCIS) accounts for 25% of newly diagnosed breast cancer cases with only 14%\u201353% developing into invasive ductal carcinoma (IDC), but currently overtreated due to inadequate accuracy of mammography. Subtypes of calcification, discernible from histology, has been suggested to have prognostic value in DCIS, while the lipid composition of saturated and unsaturated fatty acids may be altered in <jats:italic>de novo<\/jats:italic> synthesis with potential sensitivity to the difference between DCIS and IDC. We therefore set out to examine calcification using ultra short echo time (UTE) MRI and lipid composition using chemical shift-encoded imaging (CSEI), as markers for histological calcification classification, in the initial <jats:italic>ex vivo<\/jats:italic> step towards <jats:italic>in vivo<\/jats:italic> application.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>Twenty female patients, with mean age (range) of 57 (35\u201378) years, participated in the study. Intra- and peri-tumoural degree of calcification and peri-tumoural lipid composition were acquired on MRI using UTE and CSEI, respectively. <jats:italic>Ex vivo<\/jats:italic> imaging was conducted on the freshly excised breast tumour specimens immediately after surgery. Histopathological analysis was conducted to determine the calcification status, Nottingham Prognostic Index (NPI), and proliferative activity marker Ki-67.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Intra-tumoural degree of calcification in malignant classification (1.05 \u00b1 0.13) was significantly higher (p = 0.012) against no calcification classification (0.84 \u00b1 0.09). Peri-tumoural degree of calcification in malignant classification (1.64 \u00b1 0.10) was significantly higher (p = 0.033) against no calcification classification (1.41 \u00b1 0.18). Peri-tumoural MUFA in malignant classification (0.40 \u00b1 0.01) was significantly higher (p = 0.039) against no calcification classification (0.38 \u00b1 0.02). Ki-67 showed significant negative correlation against peri-tumoural MUFA (p = 0.043, \u03c1 = \u22120.457), significant positive correlation against SFA (p = 0.008, \u03c1 = 0.577), and significant negative correlation against PUFA (p = 0.002, \u03c1 = \u22120.653).<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>The intra- and peri-tumoural degree of calcification and peri-tumoural MUFA are sensitive to histological calcification classes supporting future investigation into DCIS prognosis.<\/jats:p><\/jats:sec>","DOI":"10.3389\/fonc.2024.1475090","type":"journal-article","created":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T05:11:24Z","timestamp":1734412284000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Differentiation of histological calcification classifications in breast cancer using ultrashort echo time and chemical shift-encoded imaging 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