A novel approach to monitoring the efficacy of anti-tumor treatments in animal models: combining functional MRI and texture analysis

BMC Cancer. 2018 Aug 20;18(1):833. doi: 10.1186/s12885-018-4684-z.

Abstract

Background: The aim of this study was to evaluate the early anti-tumor efficiency of different therapeutic agents with a combination of multi-b-value DWI, DCE-MRI and texture analysis.

Methods: Eighteen 4 T1 homograft tumor models were divided into control, paclitaxel monotherapy and paclitaxel and bevacizumab combination therapy groups (n = 6) that underwent multi-b-value DWI, DCE-MRI and texture analysis before and 15 days after treatment.

Results: After treatment, the tumors in the control group were significantly larger than those in the combination group (P = 0.018). In multi-b-value DWI, the ADCslow obviously increased in the combination group compared to that in the others (P < 0.01). The f increased in the control and paclitaxel groups, but the combination group showed a significant decrease versus the others (P < 0.02). Additionally, in DCE-MRI, the decreasing Ktrans showed an evident difference between the combination and control groups (P = 0.003) due to the latter's increasing Ktrans. The intra-group comparisons of tumor texture in pre-, mid- and post-treatments showed that the entropy had all significantly increased in all groups (P < 0.01, SSF = 0-6), though the MPP, mean and SD increased only in the combination group (PMPP,mean,SD < 0.05, SSF = 4-6). Moreover, the inter-group comparisons revealed that the mean and MPP exhibited significant differences after treatment (Pmean,MPP < 0.05, SSF = 0-3).

Conclusion: All these results suggest some strong correlations among DWI, DCE and texture analysis, which are beneficial for further study and clinical research.

Keywords: Breast cancer; Functional MRI; Multiparameter imaging; Neoadjuvant chemotherapy; Texture analysis.

MeSH terms

  • Allografts
  • Animals
  • Antineoplastic Combined Chemotherapy Protocols / administration & dosage
  • Bevacizumab / administration & dosage
  • Breast Neoplasms / diagnostic imaging
  • Breast Neoplasms / drug therapy*
  • Breast Neoplasms / pathology
  • Contrast Media / therapeutic use
  • Diffusion Magnetic Resonance Imaging / methods*
  • Disease Models, Animal
  • Female
  • Humans
  • Mammary Neoplasms, Animal / diagnostic imaging*
  • Mammary Neoplasms, Animal / drug therapy*
  • Mammary Neoplasms, Animal / pathology
  • Mice
  • Paclitaxel / administration & dosage
  • Treatment Outcome

Substances

  • Contrast Media
  • Bevacizumab
  • Paclitaxel