Grant Details
Grant Number: |
5R01CA219964-05 Interpret this number |
Primary Investigator: |
Kim, Sungheon Gene |
Organization: |
Weill Medical Coll Of Cornell Univ |
Project Title: |
Gradient-Echo Spectroscopic Imaging Study of Saturated Fat and Breast Cancer |
Fiscal Year: |
2022 |
Abstract
PROJECT SUMMARY
The role of fat in breast cancer development and growth has been studied extensively using body mass index,
a measure of whole body fatness, and dietary fat intake in a number of epidemiological studies. However,
there is a paucity of studies, on an individual level, to assess the role of breast fat itself in breast cancer due to
lack of a non-invasive and fast measurement method. Since breast fibroglandular cells are surrounded by
breast fat cells, the characteristics of breast fat may have a stronger relationship with breast cancer
development, as supported by recent studies showing that a majority of breast cancer develops at the interface
between fibroglandular tissue and adipose tissue. However, it is not trivial to study the role of breast fat, mainly
due to the lack of a non-invasive and fast measurement method sensitive enough to important features of
breast fat, such as types of fat.
Recently, we have developed a rapid MRI method, referred to as Gradient-echo Spectroscopic Imaging (GSI),
to measure fatty acid composition during clinical breast MRI exams. GSI can provide map of saturated fat and
unsaturated fats in the breast adipose tissue without performing tissue biopsy. Our pilot study found that the
postmenopausal women with aggressive breast cancer, known as invasive ductal carcinoma, have a
significantly higher percentage of saturated fat in their breast adipose tissue than the postmenopausal women
with only benign lesions.
The overarching goal of this study is to determine the role of saturated fatty acid in breast cancer development
and growth. In this proposal, we plan to use GSI for non-invasive in vivo measurement of saturated fat in the
breast adipose tissue of postmenopausal women who undergo diagnostic breast MRI exams (Aims 1 and 2) or
MRI-guided biopsy scans (Aim 3). Our central hypotheses are that (i) the breast saturated fatty acid fraction
measured by GSI is associated with the presence of malignant lesions in the breast and (ii) the breast
saturated fatty acid fraction correlates positively with inflammation in the breast adipose tissue that may lead to
increase in estrogen production in adipocytes.
The proposed study will evaluate whether breast saturated fat is an independent risk factor for breast cancer,
and whether it can provide additional diagnostic information to current clinical diagnostic exams. In addition,
the proposed imaging measure of breast saturated fat can be used to assess the efficacy of any intervention to
reduce cancer-related inflammation in the breast adipose tissue and to investigate the possible role of fatty
acid composition in prevention and clinical management of breast cancer.
Publications
Digital reference object toolkit of breast DCE MRI for quantitative evaluation of image reconstruction and analysis methods.
Authors: Bae J.
, Tan Z.
, Solomon E.
, Huang Z.
, Heacock L.
, Moy L.
, Knoll F.
, Kim S.G.
.
Source: Magnetic Resonance In Medicine, 2024-05-22 00:00:00.0; , .
EPub date: 2024-05-22 00:00:00.0.
PMID: 38775077
Related Citations
Feasibility of measuring blood-brain barrier permeability using ultra-short echo time radial magnetic resonance imaging.
Authors: Bae J.
, Qayyum S.
, Zhang J.
, Das A.
, Reyes I.
, Aronowitz E.
, Stavarache M.A.
, Kaplitt M.G.
, Masurkar A.
, Kim S.G.
.
Source: Journal Of Neuroimaging : Official Journal Of The American Society Of Neuroimaging, 2024-04-14 00:00:00.0; , .
EPub date: 2024-04-14 00:00:00.0.
PMID: 38616297
Related Citations
Improving measurement of blood-brain barrier permeability with reduced scan time using deep-learning-derived capillary input function.
Authors: Bae J.
, Li C.
, Masurkar A.
, Ge Y.
, Kim S.G.
.
Source: Neuroimage, 2023 Sep; 278, p. 120284.
EPub date: 2023-07-26 00:00:00.0.
PMID: 37507078
Related Citations
Textural Features of Mouse Glioma Models Measured by Dynamic Contrast-Enhanced MR Images with 3D Isotropic Resolution.
Authors: Kiser K.
, Zhang J.
, Kim S.G.
.
Source: Tomography (ann Arbor, Mich.), 2023-03-24 00:00:00.0; 9(2), p. 721-735.
EPub date: 2023-03-24 00:00:00.0.
PMID: 37104129
Related Citations
Simultaneous estimation of the cellular water exchange rate, intracellular volume fraction, and longitudinal relaxation rate in cancer cells.
Authors: Kiser K.
, Zhang J.
, Qayyum S.
, Bracken W.C.
, Kim S.G.
.
Source: Nmr In Biomedicine, 2023-03-08 00:00:00.0; , p. e4914.
EPub date: 2023-03-08 00:00:00.0.
PMID: 36889984
Related Citations
Time-dependent diffusivity and kurtosis in phantoms and patients with head and neck cancer.
Authors: Solomon E.
, Lemberskiy G.
, Baete S.
, Hu K.
, Malyarenko D.
, Swanson S.
, Shukla-Dave A.
, Russek S.E.
, Zan E.
, Kim S.G.
.
Source: Magnetic Resonance In Medicine, 2022-10-11 00:00:00.0; , .
EPub date: 2022-10-11 00:00:00.0.
PMID: 36219464
Related Citations
Estimation of Contrast Agent Concentration in DCE-MRI Using 2 Flip Angles.
Authors: Bharadwaj Das A.
, Tranos J.A.
, Zhang J.
, Zaim Wadghiri Y.
, Kim S.G.
.
Source: Investigative Radiology, 2022-05-01 00:00:00.0; 57(5), p. 343-351.
PMID: 35025833
Related Citations
Estimation of the capillary level input function for dynamic contrast-enhanced MRI of the breast using a deep learning approach.
Authors: Bae J.
, Huang Z.
, Knoll F.
, Geras K.
, Pandit Sood T.
, Feng L.
, Heacock L.
, Moy L.
, Kim S.G.
.
Source: Magnetic Resonance In Medicine, 2022-01-09 00:00:00.0; , .
EPub date: 2022-01-09 00:00:00.0.
PMID: 35001423
Related Citations
Quantitative Imaging of Body Fat Distribution in the Era of Deep Learning.
Authors: Kim S.G.
.
Source: Academic Radiology, 2021-05-19 00:00:00.0; , .
EPub date: 2021-05-19 00:00:00.0.
PMID: 34023197
Related Citations
Measurement of cellular-interstitial water exchange time in tumors based on diffusion-time-dependent diffusional kurtosis imaging.
Authors: Zhang J.
, Lemberskiy G.
, Moy L.
, Fieremans E.
, Novikov D.S.
, Kim S.G.
.
Source: Nmr In Biomedicine, 2021-02-25 00:00:00.0; , p. e4496.
EPub date: 2021-02-25 00:00:00.0.
PMID: 33634508
Related Citations
Bilateral gradient-echo spectroscopic imaging with correction of frequency variations for measurement of fatty acid composition in mammary adipose tissue.
Authors: Baboli M.
, Storey P.
, Sood T.P.
, Fogarty J.
, Moccaldi M.
, Lewin A.
, Moy L.
, Kim S.G.
.
Source: Magnetic Resonance In Medicine, 2021-02-02 00:00:00.0; , .
EPub date: 2021-02-02 00:00:00.0.
PMID: 33533056
Related Citations
Dynamic Contrast-Enhanced MRI Evaluation of Pathologic Complete Response in Human Epidermal Growth Factor Receptor 2 (HER2)-Positive Breast Cancer After HER2-Targeted Therapy.
Authors: Heacock L.
, Lewin A.
, Ayoola A.
, Moccaldi M.
, Babb J.S.
, Kim S.G.
, Moy L.
.
Source: Academic Radiology, 2020 05; 27(5), p. e87-e93.
EPub date: 2019-08-20 00:00:00.0.
PMID: 31444111
Related Citations
Assessment of tumor treatment response using active contrast encoding (ACE)-MRI: Comparison with conventional DCE-MRI.
Authors: Zhang J.
, Winters K.
, Kiser K.
, Baboli M.
, Kim S.G.
.
Source: Plos One, 2020; 15(6), p. e0234520.
EPub date: 2020-06-10 00:00:00.0.
PMID: 32520950
Related Citations
Evaluation of metronomic chemotherapy response using diffusion and dynamic contrast-enhanced MRI.
Authors: Baboli M.
, Winters K.V.
, Freed M.
, Zhang J.
, Kim S.G.
.
Source: Plos One, 2020; 15(11), p. e0241916.
EPub date: 2020-11-25 00:00:00.0.
PMID: 33237905
Related Citations
Advances in Diffusion and Perfusion MRI for Quantitative Cancer Imaging.
Authors: Baboli M.
, Zhang J.
, Kim S.G.
.
Source: Current Pathobiology Reports, 2019 Dec; 7(4), p. 129-141.
EPub date: 2019-12-02 00:00:00.0.
PMID: 33344067
Related Citations
Estimation of cellular-interstitial water exchange in dynamic contrast enhanced MRI using two flip angles.
Authors: Zhang J.
, Kim S.G.
.
Source: Nmr In Biomedicine, 2019-07-26 00:00:00.0; , p. e4135.
EPub date: 2019-07-26 00:00:00.0.
PMID: 31348580
Related Citations
Fatty acid composition in mammary adipose tissue measured by Gradient-echo Spectroscopic MRI and its association with breast cancers.
Authors: Lewin A.A.
, Storey P.
, Moccaldi M.
, Moy L.
, Gene Kim S.
.
Source: European Journal Of Radiology, 2019 Jul; 116, p. 205-211.
EPub date: 2019-05-01 00:00:00.0.
PMID: 31153566
Related Citations
Preliminary analysis: Background parenchymal 18F-FDG uptake in breast cancer patients appears to correlate with background parenchymal enhancement and to vary by distance from the index cancer.
Authors: Kim E.
, Mema E.
, Axelrod D.
, Sigmund E.
, Kim S.G.
, Babb J.
, Melsaether A.N.
.
Source: European Journal Of Radiology, 2019 Jan; 110, p. 163-168.
EPub date: 2018-11-28 00:00:00.0.
PMID: 30599855
Related Citations
Preliminary study: Breast cancers can be well seen on 3T breast MRI with a half-dose of gadobutrol.
Authors: Melsaether A.N.
, Kim E.
, Mema E.
, Babb J.
, Kim S.G.
.
Source: Clinical Imaging, 2019 Nov - Dec; 58, p. 84-89.
EPub date: 2019-06-27 00:00:00.0.
PMID: 31279989
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