Assessment of Response to Neoadjuvant Systemic Treatment in Triple-Negative Breast Cancer Using Functional Tumor Volumes from Longitudinal Dynamic Contrast-Enhanced MRI.
Bikash PanthiBeatriz E AdradaRosalind P CandelariaMary S GuirguisClinton YamMedine BogeHuiqin ChenKelly K HuntLei HuoKen-Pin HwangAnil KorkutDeanna L LaneHuong C Le-PetrossJessica W T LeungJennifer K LittonRania M M MohamedBenjamin C MusallSanaz PashapoorMiral M PatelFrances PerezJong Bum SonAlastair ThompsonVicente ValeroPeng WeiJason WhiteZhan XuLawrence PinskyDebasish TripathyWei YangJingfei MaGaiane M RauchPublished in: Cancers (2023)
Early assessment of neoadjuvant systemic therapy (NAST) response for triple-negative breast cancer (TNBC) is critical for patient care in order to avoid the unnecessary toxicity of an ineffective treatment. We assessed functional tumor volumes (FTVs) from dynamic contrast-enhanced (DCE) MRI after 2 cycles (C2) and 4 cycles (C4) of NAST as predictors of response in TNBC. A group of 100 patients with stage I-III TNBC who underwent DCE MRI at baseline, C2, and C4 were included in this study. Tumors were segmented on DCE images of 1 min and 2.5 min post-injection. FTVs were measured using the optimized percentage enhancement (PE) and signal enhancement ratio (SER) thresholds. The Mann-Whitney test was used to compare the performance of the FTVs at C2 and C4. Of the 100 patients, 49 (49%) had a pathologic complete response (pCR) and 51 (51%) had a non-pCR. The maximum area under the receiving operating characteristic curve (AUC) for predicting the treatment response was 0.84 ( p < 0.001) for FTV at C4 followed by FTV at C2 (AUC = 0.82, p < 0.001). The FTV measured at baseline was not able to discriminate pCR from non-pCR. FTVs measured on DCE MRI at C2, as well as at C4, of NAST can potentially predict pCR and non-pCR in TNBC patients.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- end stage renal disease
- ejection fraction
- newly diagnosed
- magnetic resonance
- rectal cancer
- real time pcr
- prognostic factors
- computed tomography
- locally advanced
- stem cells
- oxidative stress
- patient reported outcomes
- neoadjuvant chemotherapy
- squamous cell carcinoma
- radiation therapy
- patient reported