The diffusion MRI signature index is highly correlated with immunohistochemical status and molecular subtype of invasive breast carcinoma
- 1. Department of Radiology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465 Kajiicho, Kawaramachi Hirokoji, Kamigyoku, 602-8566, Kyoto (Japan)
- 2. National Institute for Physiological Sciences, Okazaki (Japan)
- 3. Neurospin, CEA-Saclay, Paris-Saclay University, Gif-sur-Yvette (France)
Description
To evaluate the relationship of the signature index (S-index), an advanced diffusion MRI marker, and the immunohistochemical (IHC) status, proliferation rate, and molecular subtype of invasive breast cancers. A retrospective study of patients with invasive carcinoma was conducted between 2017 and 2021. All patients underwent dynamic contrast-enhanced MRI and DWI using a 3-T system. For DWI, three b values (0, 200, and 1500 s/mm) were used to derive the S-index. Three-dimensional ROIs were manually placed over the whole tumor on DWI. Mean and 85 percentile S-index values were compared to the IHC status, proliferation rate, and molecular subtypes of lesions. The study included 153 patients (mean age, 60 ± 13 years) with 160 invasive carcinomas. S-index values were significantly higher in estrogen receptor-positive (mean, p = .005; 85 percentile, p < .001) and progesterone receptor-positive (mean, p = .003; 85 percentile, p < .001) tumors, and significantly lower in human epidermal growth factor receptor 2 (HER2) - positive tumors (mean, p = .023; 85 percentile, p < .001). Mean and 85 percentile S-index values were significantly different among breast cancer subtypes (mean, p = .015; 85 percentile, p = .002), and the AUC of these values for the prediction of IHC status were 0.64 and 0.66 for HER2, and 0.70 and 0.74 for hormone receptors, respectively. The DWI S-index showed significantly higher values in invasive carcinomas with immunohistochemical status associated with good prognosis, suggesting its usefulness as a noninvasive imaging biomarker to estimate IHC status and orient treatment. The signature index, an advanced diffusion MRI marker, showed good discrimination of immunohistochemical status in invasive breast carcinomas. The signature index has the potential to differentiate noninvasively invasive breast carcinoma subtypes and appears as an imaging biomarker of prognostic factors and molecular phenotypes
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-022-08562-4Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology (Internet)
- Journal Volume
- 32
- Journal Issue
- 7
- Journal Page Range
- p. 4879-4888
- ISSN
- 1432-1084
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 53085653
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- BIOLOGICAL MARKERS; CARCINOMAS; CELL PROLIFERATION; COMPARATIVE EVALUATIONS; CONTRAST MEDIA; DATA COMPILATION; DIFFUSION; ESTROGENS; GROWTH FACTORS; HISTOLOGY; IMAGE PROCESSING; MAMMARY GLANDS; NMR IMAGING; PHENOTYPE; PROGESTERONE; RECEPTORS; RELAXATION TIME; THREE-DIMENSIONAL CALCULATIONS; TUMOR CELLS; WEIGHTING FUNCTIONS
- Descriptors DEC
- ANIMAL CELLS; BODY; DATA; DATA PROCESSING; DIAGNOSTIC TECHNIQUES; DISEASES; EVALUATION; FUNCTIONS; GLANDS; HORMONES; INFORMATION; KETONES; MEMBRANE PROTEINS; MITOGENS; NEOPLASMS; ORGANIC COMPOUNDS; ORGANS; PREGNANES; PROCESSING; PROTEINS; STEROID HORMONES; STEROIDS