Correlation between tumour characteristics, SUV measurements, metabolic tumour volume, TLG and textural features assessed with 18F-FDG PET in a large cohort of oestrogen receptor-positive breast cancer patients

被引:60
作者
Lemarignier, Charles [1 ,3 ]
Martineau, Antoine [1 ]
Teixeira, Luis [2 ,3 ]
Vercellino, Laetitia [1 ]
Espie, Marc [2 ,3 ]
Merlet, Pascal [1 ]
Groheux, David [1 ,3 ]
机构
[1] St Louis Hosp, AP HP, Dept Nucl Med, 1 Ave Claude Vellefaux, F-75475 Paris 10, France
[2] St Louis Hosp, Breast Dis Unit, Paris, France
[3] Univ Sorbonne Paris Cite, INSERM, CNRS, UMR944 7212, Paris, France
关键词
Breast cancer; Oestrogen receptor-positive tumour; F-18-FDG PET; Texture features; Metabolic tumour volume; Total lesion glycolysis; UPTAKE HETEROGENEITY CHARACTERIZATION; CELL LUNG-CANCER; NEOADJUVANT CHEMOTHERAPY; RESPONSE PREDICTION; PROGNOSIS; PARAMETERS; CARCINOMA; INDEXES;
D O I
10.1007/s00259-017-3641-4
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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). 171 consecutive patients with large or locally advanced ER+ BC without distant metastases underwent an F-18-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. Spearman's coefficients between SUVmax 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. SUVmax 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). The correlation of TFs was poor with SUV parameters and high with MTV. TFs showed a significant association with the histological type. Finally, while SUVmax and TLG were able to predict response to NAC, TFs failed.
引用
收藏
页码:1145 / 1154
页数:10
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