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
相关论文
共 45 条
  • [21] Correlation between baseline 18F-FDG PET/CT features and pathological complete response after neoadjuvant chemotherapy in early triple negative breast cancer
    Bouron, C.
    Mathie, C.
    Morel, O.
    Seegers, V
    Guillerminet, C.
    Lacoeuille, F.
    Patsouris, A.
    Testard, A.
    MEDECINE NUCLEAIRE-IMAGERIE FONCTIONNELLE ET METABOLIQUE, 2021, 45 (03): : 135 - 141
  • [22] Prognostic value of baseline total metabolic tumour volume of 18F-FDG PET/CT imaging in patients with angioimmunoblastic T-cell lymphoma
    Gong, Huanyu
    Li, Tiannv
    Li, Jianyong
    Tang, Lijun
    Ding, Chongyang
    EJNMMI RESEARCH, 2021, 11 (01)
  • [23] Prognostic value of baseline total metabolic tumour volume of 18F-FDG PET/CT imaging in patients with angioimmunoblastic T-cell lymphoma
    Huanyu Gong
    Tiannv Li
    Jianyong Li
    Lijun Tang
    Chongyang Ding
    EJNMMI Research, 11
  • [24] Evaluation of the prognostic value of different methods of calculating the tumour metabolic volume with 18F-FDG PET/CT, in patients with diffuse large cell B-cell lymphoma
    Guzman Ortiz, S.
    Mucientes Rasilla, J.
    Vargas Nunez, J. A.
    Royuela, A.
    Navarro Matilla, B.
    Mitjavila Casanovas, M.
    REVISTA ESPANOLA DE MEDICINA NUCLEAR E IMAGEN MOLECULAR, 2020, 39 (06): : 340 - 346
  • [25] Nasopharyngeal carcinoma: relationship between 18F-FDG PET-CT maximum standardized uptake value, metabolic tumour volume and total lesion glycolysis and TNM classification
    Chan, Winnie K. S.
    Mak, Henry K. F.
    Huang, Bingsheng
    Yeung, David W. C.
    Kwong, Dora Lai-Wan
    Khong, Pek-Lan
    NUCLEAR MEDICINE COMMUNICATIONS, 2010, 31 (03) : 206 - 210
  • [26] Prognostic Value Comparison Between 18F-FLT PET/CT and 18F-FDG PET/CT Volume-Based Metabolic Parameters in Patients with Head and Neck Cancer
    Hoshikawa, Hiroshi
    Mori, Terushige
    Yamamoto, Yuka
    Kishino, Takehito
    Fukumura, Takashi
    Samukawa, Yasushi
    Mori, Nozomu
    Nishiyama, Yoshihiro
    CLINICAL NUCLEAR MEDICINE, 2015, 40 (06) : 464 - 468
  • [27] Do clinical, histological or immunohistochemical primary tumour characteristics translate into different 18F-FDG PET/CT volumetric and heterogeneity features in stage II/III breast cancer?
    David Groheux
    Mohamed Majdoub
    Florent Tixier
    Catherine Cheze Le Rest
    Antoine Martineau
    Pascal Merlet
    Marc Espié
    Anne de Roquancourt
    Elif Hindié
    Mathieu Hatt
    Dimitris Visvikis
    European Journal of Nuclear Medicine and Molecular Imaging, 2015, 42 : 1682 - 1691
  • [28] Utility of 18F-FDG PET/CT for predicting pathologic complete response in hormone receptor-positive, HER2-negative breast cancer patients receiving neoadjuvant chemotherapy
    In Hee Lee
    Soo Jung Lee
    Jeeyeon Lee
    Jin Hyang Jung
    Ho Yong Park
    Shin Young Jeong
    Sang-woo Lee
    Yee Soo Chae
    BMC Cancer, 20
  • [29] Tumor metabolism and perfusion ratio assessed by 18F-FDG PET/CT and DCE-MRI in breast cancer patients: Correlation with tumor subtype and histologic prognostic factors
    An, Young-Sil
    Kang, Doo Kyoung
    Jung, Yong Sik
    Han, Sehwan
    Kim, Tae Hee
    EUROPEAN JOURNAL OF RADIOLOGY, 2015, 84 (07) : 1365 - 1370
  • [30] Evaluation of patients with advanced epithelial ovarian cancer before primary treatment: correlation between tumour burden assessed by [18F]FDG PET/CT volumetric parameters and tumour markers HE4 and CA125
    Glickman, Ariel
    Paredes, Pilar
    Carreras-Dieguez, Nuria
    Ninerola-Baizan, Aida
    Gaba, Lydia
    Pahisa, Jaume
    Fuste, Pere
    Del Pino, Marta
    Diaz-Feijoo, Berta
    Gonzalez-Bosquet, Eduardo
    Agusti, Nuria
    Sanchez-Izquierdo, Nuria
    Fuster, David
    Perissinotti, Andres
    Romero, Inmaculada
    Fernandez-Galan, Esther
    Carrasco, Josep Lluis
    Gil-Ibanez, Blanca
    Torne, Aureli
    EUROPEAN RADIOLOGY, 2022, 32 (04) : 2200 - 2208