Computed tomography texture analysis for assessment of chemotherapy response of Hodgkin lymphoma

Radiomic Analysis of Tumour Heterogeneity Using MRI in Head and Neck Cancer Following Chemoradiotherapy: A Feasibility Study

Objectives

To evaluate interval changes in heterogeneity on diffusion-weighted apparent diffusion coefficient (ADC) maps and T1-weighted post-gadolinium (T1w post gad) MRI in head and neck carcinoma (HNSCC), with and without chemo-radiotherapy (CRT) response.

Methods

This prospective observational cohort study included 24 participants (20 men, age 62.9 ± 8.8 years) with stage III and IV HNSCC. The primary tumour (n = 23) and largest lymph node (n = 22) dimensions, histogram parameters and grey-level co-occurrence matrix (GLCM) parameters were measured on ADC maps and T1w post gad sequences, performed pretreatment and 6 and 12 weeks post CRT. The 2-year treatment response at primary and nodal sites was recorded. The Wilcoxon signed-rank test was used to compare interval changes in parameters after stratifying for treatment response and failure (p < 0.001 statistical significance).

Results

23/23 primary tumours and 18/22 nodes responded to CRT at 2 years. Responding HNSCC demonstrated a significant interval change in ADC histogram parameters (kurtosis, coefficient of variation, entropy, energy for primary tumour; kurtosis for nodes) and T1w post gad GLCM (entropy and contrast in the primary tumour and nodes) by 6 weeks post CRT (p < 0.001). Lymph nodes with treatment failure did not demonstrate an interval alteration in heterogeneity parameters.

Conclusions

ADC maps and T1w post gad MRI demonstrate the evolution of heterogeneity parameters in successfully treated HNSCC by 6 weeks post CRT; however, this is not observed in lymph nodes failing treatment.

Advances in Knowledge

Early reduction in heterogeneity is demonstrated on MRI when HNSCC responds to CRT.

Gemcitabine, cisplatin, and dexamethasone and ifosfamide, carboplatin, and etoposide regimens have similar efficacy as salvage treatment for relapsed/refractory aggressive lymphoma: A retrospectively comparative study

In this study, our aim was to compare the efficacy and toxicity profiles of gemcitabine, cisplatin, and dexamethasone (GDP) and ifosfamide, carboplatin, and etoposide (ICE) regimens in the salvage treatment of relapsed/refractory lymphoma. A total of 110 patients with refractory/relapsed classical Hodgkin lymphoma (n = 22) or non-Hodgkin lymphoma (n = 88) who received GDP or ICE salvage regimens from January 2011 to July 2018 were retrospectively analyzed. Of the 110 patients, 50 patients received GDP, and 60 patients received ICE. The response could be evaluated in all patients. In the GDP group, 30 (60.0%) patients achieved overall response rate (ORR), and in the ICE group, the ORR was 56.6%. Of the classical Hodgkin lymphoma patients, the ORR were 72.8% and 54.6% in the GDP and ICE groups, respectively. Of the non-Hodgkin lymphoma patients, the ORR were 56.4% and 57.1% in the GDP and ICE groups, respectively. Grade I-II toxicity occurred in 16 (32.0%) patients in the GDP group and 18 patients (30.0%) in the ICE group; 14 (28.0%) patients had Grade III-IV toxicity in the GDP group, as did 20 (33.3%) patients in the ICE group. As a result, both GDP and ICE regimens are suitable for the treatment of recurrent/refractory lymphoma. The overall adverse reactions of both regimens are acceptable.

Texture Analysis Improves the Value of Pretreatment 18F-FDG PET/CT in Predicting Interim Response of Primary Gastrointestinal Diffuse Large B-Cell Lymphoma

Objectives

To explore the application of pretreatment 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET)/computed tomography (CT) texture analysis (TA) in predicting the interim response of primary gastrointestinal diffuse large B-cell lymphoma (PGIL-DLBCL).

Methods

Pretreatment 18F-FDG PET/CT images of 30 PGIL-DLBCL patients were studied retrospectively. The interim response was evaluated after 3-4 cycles of chemotherapy. The complete response (CR) rates in patients with different clinicopathological characteristics were compared by Fisher's exact test. The differences in the maximum standard uptake value (SUVmax), metabolic tumor volume (MTV), and texture features between the CR and non-CR groups were compared by the Mann-Whitney U test. Feature selection was performed according to the results of the Mann-Whitney U test and feature categories. The predictive efficacies of the SUVmax, MTV, and the selected texture features were assessed by receiver operating characteristic (ROC) analysis. A prediction probability was generated by binary logistic regression analysis.

Results

The SUVmax, MTV, some first-order texture features, volume, and entropy were significantly higher in the non-CR group. The energy was significantly lower in the non-CR group. The SUVmax, volume, and entropy were excellent predictors of the interim response, and the areas under the curves (AUCs) were 0.850, 0.805, and 0.800, respectively. The CR rate was significantly lower in patients with intestinal involvement. The prediction probability generated from the combination of the SUVmax, entropy, volume, and intestinal involvement had a higher AUC (0.915) than all single parameters.

Conclusions

TA has potential in improving the value of pretreatment PET/CT in predicting the interim response of PGIL-DLBCL. However, prospective studies with large sample sizes and validation analyses are needed to confirm the current results.