In vivo comparison of MRI-based and MRS-based quantification of adipose tissue fatty acid composition against gas chromatography.
Abstract
[PURPOSE] To compare MR-based fatty acid composition (FAC) quantification methods against the gold standard technique, gas chromatography (GC), with comparison of a free and a constrained signal model. The FAC was measured in the healthy and edematous legs of lymphedema patients.
[METHODS] In vivo MRS and MRI data were acquired from 19 patients at 3 T. Biopsies were collected from subcutaneous adipose tissue of both thighs during liposuction. The saturated, monounsaturated, and polyunsaturated fatty acid fractions (f , f and f , respectively) were estimated with the MR-based methods using two signal models: free and constrained (number of methylene-interrupted double bonds expressed in number of double bonds, based on GC data). Linear regression, Bland-Altman plots, and correlation coefficients were used to evaluate the MR methods against the GC of the biopsies. Paired t-test was used to compare the FAC difference between edematous and healthy legs.
[RESULTS] The estimated parameters correlated well with the GC data (r , r , and r = 0.82, 0.81 and 0.89, respectively) using the free model MRI-based approach. In comparison, the MRS-based method resulted in weaker correlations and larger biases compared with MRI. In both cases, correct estimation of f and f fractions were not possible using the constrained model. The difference in FAC of healthy and edematous legs were estimated to 0.008 (P = .01), -0.009 (P = .005), and 0.002 (P = .03) for f , f , and f .
[CONCLUSION] In this study, MRI-based FAC quantification was highly correlated, although slightly biased, compared with GC, whereas the MRS-based approach resulted in weaker correlations. Small but significant differences could be found between the healthy and edematous legs of lymphedema patients using GC analysis.
[METHODS] In vivo MRS and MRI data were acquired from 19 patients at 3 T. Biopsies were collected from subcutaneous adipose tissue of both thighs during liposuction. The saturated, monounsaturated, and polyunsaturated fatty acid fractions (f , f and f , respectively) were estimated with the MR-based methods using two signal models: free and constrained (number of methylene-interrupted double bonds expressed in number of double bonds, based on GC data). Linear regression, Bland-Altman plots, and correlation coefficients were used to evaluate the MR methods against the GC of the biopsies. Paired t-test was used to compare the FAC difference between edematous and healthy legs.
[RESULTS] The estimated parameters correlated well with the GC data (r , r , and r = 0.82, 0.81 and 0.89, respectively) using the free model MRI-based approach. In comparison, the MRS-based method resulted in weaker correlations and larger biases compared with MRI. In both cases, correct estimation of f and f fractions were not possible using the constrained model. The difference in FAC of healthy and edematous legs were estimated to 0.008 (P = .01), -0.009 (P = .005), and 0.002 (P = .03) for f , f , and f .
[CONCLUSION] In this study, MRI-based FAC quantification was highly correlated, although slightly biased, compared with GC, whereas the MRS-based approach resulted in weaker correlations. Small but significant differences could be found between the healthy and edematous legs of lymphedema patients using GC analysis.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | liposuction
|
지방흡입 | dict | 1 | |
| 해부 | adipose tissue fatty acid
|
scispacy | 1 | ||
| 해부 | edematous legs
|
scispacy | 1 | ||
| 해부 | subcutaneous adipose tissue
|
scispacy | 1 | ||
| 해부 | thighs
|
scispacy | 1 | ||
| 해부 | subcutaneous
|
피하조직 | dict | 1 | |
| 합병증 | legs
|
scispacy | 1 | ||
| 약물 | fatty acid
|
C0015684
Fatty Acids
|
scispacy | 1 | |
| 약물 | FAC
→ fatty acid composition
|
scispacy | 1 | ||
| 약물 | MRS
|
C0024487
Magnetic Resonance Spectroscopy
|
scispacy | 1 | |
| 약물 | polyunsaturated fatty acid
|
C0032615
Polyunsaturated Fatty Acids
|
scispacy | 1 | |
| 약물 | [PURPOSE] To
|
scispacy | 1 | ||
| 약물 | monounsaturated
|
scispacy | 1 | ||
| 약물 | methylene-interrupted
|
scispacy | 1 | ||
| 약물 | [CONCLUSION]
|
scispacy | 1 | ||
| 질환 | lymphedema
|
C0024236
Lymphedema
|
scispacy | 1 | |
| 질환 | lymphedema patients
|
scispacy | 1 | ||
| 질환 | Biopsies
|
scispacy | 1 | ||
| 질환 | edematous legs
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 |
MeSH Terms
Adipose Tissue; Chromatography, Gas; Fatty Acids; Humans; Magnetic Resonance Imaging; Magnetic Resonance Spectroscopy
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