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Correlation between tumour characteristics, SUV measurements, metabolic tumour volume, TLG and textural features assessed with 18 F-FDG PET in a large cohort of oestrogen receptor-positive breast cancer patients.
- Source :
-
European journal of nuclear medicine and molecular imaging [Eur J Nucl Med Mol Imaging] 2017 Jul; Vol. 44 (7), pp. 1145-1154. Date of Electronic Publication: 2017 Feb 10. - Publication Year :
- 2017
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Abstract
- Purpose: The study was designed to evaluate 1) the relationship between PET image textural features (TFs) and SUVs, metabolic tumour volume (MTV), total lesion glycolysis (TLG) and tumour characteristics in a large prospective and homogenous cohort of oestrogen receptor-positive (ER+) breast cancer (BC) patients, and 2) the capability of those parameters to predict response to neoadjuvant chemotherapy (NAC).<br />Methods: 171 consecutive patients with large or locally advanced ER+ BC without distant metastases underwent an <superscript>18</superscript> F-FDG PET examination before NAC. The primary tumour was delineated with an adaptive threshold segmentation method. Parameters of volume, intensity and texture (entropy, homogeneity, contrast and energy) were measured and compared with tumour characteristics determined on pre-treatment breast biopsy (Wilcoxon rank-sum test). The correlation between PET-derived parameters was determined using Spearman's coefficient. The relationship between PET features and pathological findings was determined using the Wilcoxon rank-sum test.<br />Results: Spearman's coefficients between SUV <subscript>max</subscript> and TFs were 0.43, 0.24, -0.43 and -0.15 respectively for entropy, homogeneity, energy and contrast; they were higher between MTV and TFs: 0.99, 0.86, -0.99 and -0.87. All TFs showed a significant association with the histological type (IDC vs. ILC; 0.02 < P < 0.03) but didn't with immunohistochemical characteristics. SUV <subscript>max</subscript> and TLG predicted the pathological response (P = 0.0021 and P = 0.02 respectively); TFs didn't (P: 0.27, 0.19, 0.94, 0.19 respectively for entropy, homogeneity, energy and contrast).<br />Conclusions: The correlation of TFs was poor with SUV parameters and high with MTV. TFs showed a significant association with the histological type. Finally, while SUV <subscript>max</subscript> and TLG were able to predict response to NAC, TFs failed.
- Subjects :
- Adult
Aged
Biological Transport
Breast Neoplasms pathology
Breast Neoplasms therapy
Cohort Studies
Female
Humans
Male
Middle Aged
Neoadjuvant Therapy
Breast Neoplasms diagnostic imaging
Breast Neoplasms metabolism
Fluorodeoxyglucose F18 metabolism
Positron Emission Tomography Computed Tomography
Receptors, Estrogen metabolism
Tumor Burden
Subjects
Details
- Language :
- English
- ISSN :
- 1619-7089
- Volume :
- 44
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- European journal of nuclear medicine and molecular imaging
- Publication Type :
- Academic Journal
- Accession number :
- 28188325
- Full Text :
- https://doi.org/10.1007/s00259-017-3641-4