Abstract 4558
Background
Response of desmoid tumors (DT) to chemotherapy (CT) is evaluated according to RECIST criteria in daily practice and clinical trials. However, MRI demonstrates early change in heterogeneity in responding tumor, due to decrease in cellular area and increase in fibro-necrotic content, before dimensional response. Heterogeneity can be quantified through radiomics approach. Aim was to develop radiomics-based response criteria and to compare their performances with usual criteria.
Methods
43 patients (28 women, median age: 38.2) were prospectively included in this ancillary multicentre study of a randomized phase II trial (NCT01876082) as they presented with progressive DT, contrast-enhanced MRI at baseline (MRI-0) and early evaluation (3 months later, MRI-1). After signal intensities normalization, voxel size standardization and segmentation of whole DT volume on fat-suppressed contrast-enhanced T1-weighted imaging, 90 baseline and delta 3D-radiomics features (RF) were extracted. Using least absolute shrinkage and selection operator with Cox regression model and cross validation, a radiomics score based on selected and weighted RF was generated. The performances of prognostic models based on radiomics score, RECIST, mRECIST, EASL, Cheson, Choi and modified-Choi criteria from MRI-0 to MRI-1 to predict progression-free survival (PFS) were assessed with concordance-index. All the results were adjusted for ECOG performance status, initial tumor volume, prior CTs, current CT and B-catenin mutation. Usual response criteria were evaluated in both disease control and objective response settings.
Results
There were 11 progressions. The radiomics score included 4 variables (1 baseline RF and 3 delta-RF). A high radiomics score indicated a poorer prognosis. The radiomics score significantly correlated with PFS (adjusted hazard ratio = 3.39, 95%CI = [1.47-7.79], p = 0.0043) while none of the usual response criteria was (range of p-values = [0.166-0.750]). The prognostic model based on radiomics score had the highest concordance-index (0.794, 95%CI = [0.678-0.910]).
Conclusions
Quantifying heterogeneity with MRI at baseline and its early change through a dedicated radiomics score can improve the response evaluation for DT treated with CT.
Clinical trial identification
Editorial acknowledgement
Legal entity responsible for the study
Antoine Italiano.
Funding
Has not received any funding.
Disclosure
All authors have declared no conflicts of interest.
Resources from the same session
5683 - Prevention of chemoradiation-related mucositis in patients with head and neck cancer using dexamethasone-based mouthwash: A phase II randomized double-blind, placebo-controlled study
Presenter: Naiyarat Prasongsook
Session: Poster Display session 1
Resources:
Abstract
5437 - Salivary cytokines and oral mucosa cells apoptosis in patients during hematopoietic cell transplantation: possible relationship with oral mucositis
Presenter: Luciana Corrêa
Session: Poster Display session 1
Resources:
Abstract
1483 - A randomized trial of sodium alginate prevention of radiation-induced esophagitis in patients with locally advanced NSCLC receiving concurrent chemoradiotherapy: OLCSG1401
Presenter: Toshihide Yokoyama
Session: Poster Display session 1
Resources:
Abstract
2047 - Taste and smell alterations (TSAs) in patients (pts) with stage II-III colon cancer (CC): a pilot within the PROTECT study
Presenter: Jeroen Derksen
Session: Poster Display session 1
Resources:
Abstract
5984 - Clinical characteristics are associated with acupuncture treatment response for xerostomia in cancer patients
Presenter: Wenli Liu
Session: Poster Display session 1
Resources:
Abstract
2845 - Psychosocial Distress of Adolescent and Young Adults with Cancer at Diagnosis: A Case-Matched Retrospective Cohort of 2045 Patients in British Columbia.
Presenter: Alannah Smrke
Session: Poster Display session 1
Resources:
Abstract
724 - Accuracy of distress thermometer to measure cancer-related mood disorders in Chinese patients with cancer
Presenter: Sudip Thapa
Session: Poster Display session 1
Resources:
Abstract
2357 - Modalities of biosimilar filgrastim use in clinical practice in >1000 patients receiving chemotherapy regimens with a rest period of ≤14 days: the TOPAZE study
Presenter: Jean Marc Phelip
Session: Poster Display session 1
Resources:
Abstract
1426 - The Effect of Increasing Doses of Pegfilgrastim (Peg) on Thrombocytopenia (T) in Breast Cancer (BC) Patients (pts) Receiving Taxotere (Doc), Doxorubicin, Cyclophosphamide (TAC) and Plinabulin (Plin)
Presenter: Douglas Blayney
Session: Poster Display session 1
Resources:
Abstract
712 - The use of intravenous ferric carboxymaltose without erythropoiesis-stimulating agents in the treatment of anemia in cancer patients undergoing chemotherapy with or without radiotherapy
Presenter: Hikmat Abdel-Razeq
Session: Poster Display session 1
Resources:
Abstract