Transverse relaxation-based assessment of mammographic density and breast tissue composition by single-sided portable NMR.
Abstract
[PURPOSE] Elevated mammographic density (MD) is an independent risk factor for breast cancer (BC) as well as a source of masking in X-ray mammography. High-frequency longitudinal monitoring of MD could also be beneficial in hormonal BC prevention, where early MD changes herald the treatment's success. We present a novel approach to quantification of MD in breast tissue using single-sided portable NMR. Its development was motivated by the low cost of portable-NMR instrumentation, the suitability for measurements in vivo, and the absence of ionizing radiation.
[METHODS] Five breast slices were obtained from three patients undergoing prophylactic mastectomy or breast reduction surgery. Carr-Purcell-Meiboom-Gill (CPMG) relaxation curves were measured from (1) regions of high and low MD (HMD and LMD, respectively) in the full breast slices; (2) the same regions excised from the full slices; and (3) excised samples after H O-D O replacement. T distributions were reconstructed from the CPMG decays using inverse Laplace transform.
[RESULTS] Two major peaks, identified as fat and water, were consistently observed in the T distributions of HMD regions. The LMD T distributions were dominated by the fat peak. The relative areas of the two peaks exhibited statistically significant (P < .005) differences between HMD and LMD regions, enabling their classification as HMD or LMD. The relative-area distributions exhibited no statistically significant differences between full slices and excised samples.
[CONCLUSION] T -based portable-NMR analysis is a novel approach to MD quantification. The ability to quantify tissue composition, combined with the low cost of instrumentation, make this approach promising for clinical applications.
[METHODS] Five breast slices were obtained from three patients undergoing prophylactic mastectomy or breast reduction surgery. Carr-Purcell-Meiboom-Gill (CPMG) relaxation curves were measured from (1) regions of high and low MD (HMD and LMD, respectively) in the full breast slices; (2) the same regions excised from the full slices; and (3) excised samples after H O-D O replacement. T distributions were reconstructed from the CPMG decays using inverse Laplace transform.
[RESULTS] Two major peaks, identified as fat and water, were consistently observed in the T distributions of HMD regions. The LMD T distributions were dominated by the fat peak. The relative areas of the two peaks exhibited statistically significant (P < .005) differences between HMD and LMD regions, enabling their classification as HMD or LMD. The relative-area distributions exhibited no statistically significant differences between full slices and excised samples.
[CONCLUSION] T -based portable-NMR analysis is a novel approach to MD quantification. The ability to quantify tissue composition, combined with the low cost of instrumentation, make this approach promising for clinical applications.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 해부 | breast
|
유방 | dict | 6 | |
| 시술 | breast reduction
|
유방성형술 | dict | 1 | |
| 해부 | mammographic
|
scispacy | 1 | ||
| 해부 | breast tissue
|
scispacy | 1 | ||
| 해부 | H O-D O
|
scispacy | 1 | ||
| 해부 | fat
|
scispacy | 1 | ||
| 해부 | LMD
|
scispacy | 1 | ||
| 해부 | tissue
|
scispacy | 1 | ||
| 약물 | HMD
|
C0030072
oxymetholone
|
scispacy | 1 | |
| 약물 | [PURPOSE] Elevated mammographic density (MD)
|
scispacy | 1 | ||
| 약물 | water
|
scispacy | 1 | ||
| 약물 | [CONCLUSION] T -based
|
scispacy | 1 | ||
| 질환 | breast cancer
|
C0006142
Malignant neoplasm of breast
|
scispacy | 1 | |
| 질환 | HMD
|
C0030072
oxymetholone
|
scispacy | 1 | |
| 질환 | hormonal BC
|
scispacy | 1 | ||
| 질환 | breast tissue
|
scispacy | 1 | ||
| 질환 | LMD
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 | ||
| 기타 | LMD T
|
scispacy | 1 |
MeSH Terms
Algorithms; Breast; Breast Density; Breast Neoplasms; Female; Humans; Image Interpretation, Computer-Assisted; Magnetic Resonance Imaging; Mammography
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