Khushbu Agarwal1, Uma Sharma1, Sandeep Mathur2, Vurthaluru Seenu3, Rajinder Parshad3, Naranamangalam R Jagannathan4. 1. Department of NMR & MRI Facility, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India. 2. Department of Pathology, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India. 3. Department of Surgical Disciplines, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India. 4. Department of NMR & MRI Facility, All India Institute of Medical Sciences, New Delhi, Delhi 110029, India. Electronic address: jagan1954@hotmail.com.
Abstract
PURPOSE: To evaluate the utility of fat fraction (FF) for the differentiation of different breast tissues and in various breast tumor subtypes using in vivo proton (1H) magnetic resonance spectroscopy (MRS). METHODS: 1H MRS was performed on 68 malignant, 35 benign, and 30 healthy volunteers at 1.5 T. Malignant breast tissues of patients were characterized into different subtypes based on the differences in the expression of hormone receptors and the FF was calculated. Further, the sensitivity and specificity of FF to differentiate malignant from benign and from normal breast tissues of healthy volunteers was determined using receiver operator curve (ROC) analysis. RESULTS: A significantly lower FF of malignant (median 0.12; range 0.01-0.70) compared to benign lesions (median 0.28; range 0.02-0.71) and normal breast tissue of healthy volunteers (median 0.39; range 0.06-0.76) was observed. No significant difference in FF was seen between benign lesions and normal breast tissues of healthy volunteers. Sensitivity and specificity of 75% and 68.6%, respectively was obtained to differentiate malignant from benign lesions. For the differentiation of malignant from healthy breast tissues, 76% sensitivity and 74.5% specificity was achieved. Higher FF was seen in patients with ER-/PR- status as compared to ER+/PR+ patients. Similarly, FF of HER2neu+ tumors were significantly higher than in HER2neu- breast tumors. CONCLUSION: The results showed the potential of in vivo 1H MRS in providing insight into the changes in the fat content of different types of breast tissues and in various breast tumor subtypes.
PURPOSE: To evaluate the utility of fat fraction (FF) for the differentiation of different breast tissues and in various breast tumor subtypes using in vivo proton (1H) magnetic resonance spectroscopy (MRS). METHODS:1HMRS was performed on 68 malignant, 35 benign, and 30 healthy volunteers at 1.5 T. Malignant breast tissues of patients were characterized into different subtypes based on the differences in the expression of hormone receptors and the FF was calculated. Further, the sensitivity and specificity of FF to differentiate malignant from benign and from normal breast tissues of healthy volunteers was determined using receiver operator curve (ROC) analysis. RESULTS: A significantly lower FF of malignant (median 0.12; range 0.01-0.70) compared to benign lesions (median 0.28; range 0.02-0.71) and normal breast tissue of healthy volunteers (median 0.39; range 0.06-0.76) was observed. No significant difference in FF was seen between benign lesions and normal breast tissues of healthy volunteers. Sensitivity and specificity of 75% and 68.6%, respectively was obtained to differentiate malignant from benign lesions. For the differentiation of malignant from healthy breast tissues, 76% sensitivity and 74.5% specificity was achieved. Higher FF was seen in patients with ER-/PR- status as compared to ER+/PR+ patients. Similarly, FF of HER2neu+ tumors were significantly higher than in HER2neu- breast tumors. CONCLUSION: The results showed the potential of in vivo 1HMRS in providing insight into the changes in the fat content of different types of breast tissues and in various breast tumor subtypes.
Authors: Vasiliki Mallikourti; Sai Man Cheung; Tanja Gagliardi; Nicholas Senn; Yazan Masannat; Trevor McGoldrick; Ravi Sharma; Steven D Heys; Jiabao He Journal: Sci Rep Date: 2020-11-18 Impact factor: 4.379