In vivo comparison of MRI-based and MRS-based quantification of adipose tissue fatty acid composition against gas chromatography.

Magnetic resonance in medicine 2020 Vol.84(5) p. 2484-2494

Trinh L, Peterson P, Leander P, Brorson H, Månsson S

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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.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
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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