Use of dose-volume histograms and biophysical models to compare 2D and 3D irradiation techniques for non-small cell lung cancer

The evolving role of radiotherapy in non-small cell lung cancer

Lung cancer is the most commonly diagnosed cancer and biggest cause of cancer mortality worldwide with non-small cell lung cancer (NSCLC) accounting for most cases. Radiotherapy (RT) plays a key role in its management and is used at least once in over half of patients in both curative and palliative treatments. This narrative review will demonstrate how the evolution of RT for NSCLC has been underpinned by improvements in RT technology. These improvements have facilitated geometric individualization, increasingly accurate treatment and now offer the ability to deliver truly individualized RT. In this review, we summarize and discuss recent developments in the field of advanced RT in early stage, locally advanced and metastatic NSCLC. We highlight limitations in current approaches and discuss future potential treatment strategies for patients with NSCLC.

Role of Computed Tomographyand [18F] Fluorodeoxyglucose Positron Emission Tomography Image Fusion in Conformal Radiotherapy of Non-Small Cell Lung Cancer: A Comparison with Standard Techniques with and without Elective Nodal Irradiation

Aims and background

Mediastinal elective node irradiation (ENI) in patients with non-small cell lung cancer candidate to radical radiotherapy is controversial. In this study, the impact of co-registered [18F]fluorodeoxyglucose-positron emission tomography (PET) and standard computed tomography (CT) on definition of target volumes and toxicity parameters was evaluated, by comparison with standard CT-based simulation with and without ENI.

Methods

CT-based gross tumor volume (GTVCT) was first contoured by a single observer without knowledge of PET results. Subsequently, the integrated GTV based on PET/CT coregistered images (GTVPET/CT) was defined. Each patient was planned according to three different treatment techniques: 1) radiotherapy with ENI using the CT data set alone (ENI plan); 2) radiotherapy without ENI using the CT data set alone (no ENI plan); 3) radiotherapy without ENI using PET/CT fusion data set (PET plan). Rival plans were compared for each patient with respect to dose to the normal tissues (spinal cord, healthy lungs, heart and esophagus).

Results

The addition of PET-modified TNM staging in 10/21 enrolled patients (48%); 3/21 were shifted to palliative treatment due to detection of metastatic disease or large tumor not amenable to high-dose radiotherapy. In 7/18 (39%) patients treated with radical radiotherapy, a significant (≥25%) change in volume between GTVCT and GTVPET/CT was observed. For all the organs at risk, ENI plans had dose values significantly greater than no-ENI and PET plans. Comparing no ENI and PET plans, no statistically significant difference was observed, except for maximum point dose to the spinal cord Dmax, which was significantly lower in PET plans. Notably, even in patients in whom PET/CT planning resulted in an increased GTV, toxicity parameters were fairly acceptable, and always more favorable than with ENI plans.

Conclusions

Our study suggests that [18F]-fluorodeoxyglucose-PET should be integrated in no-ENI techniques, as it improves target volume delineation without a major increase in predicted toxicity.

Large-scale pharmacological profiling of 3D tumor models of cancer cells

The discovery of chemotherapeutic agents for the treatment of cancer commonly uses cell proliferation assays in which cells grow as two-dimensional (2D) monolayers. Compounds identified using 2D monolayer assays often fail to advance during clinical development, most likely because these assays do not reproduce the cellular complexity of tumors and their microenvironment in vivo. The use of three-dimensional (3D) cellular systems have been explored as enabling more predictive in vitro tumor models for drug discovery. To date, small-scale screens have demonstrated that pharmacological responses tend to differ between 2D and 3D cancer cell growth models. However, the limited scope of screens using 3D models has not provided a clear delineation of the cellular pathways and processes that differentially regulate cell survival and death in the different in vitro tumor models. Here we sought to further understand the differences in pharmacological responses between cancer tumor cells grown in different conditions by profiling a large collection of 1912 chemotherapeutic agents. We compared pharmacological responses obtained from cells cultured in traditional 2D monolayer conditions with those responses obtained from cells forming spheres versus cells already in 3D spheres. The target annotation of the compound library screened enabled the identification of those key cellular pathways and processes that when modulated by drugs induced cell death in all growth conditions or selectively in the different cell growth models. In addition, we also show that many of the compounds targeting these key cellular functions can be combined to produce synergistic cytotoxic effects, which in many cases differ in the magnitude of their synergism depending on the cellular model and cell type. The results from this work provide a high-throughput screening framework to profile the responses of drugs both as single agents and in pairwise combinations in 3D sphere models of cancer cells.

Radiation dose-volume effects in the esophagus

Publications relating esophageal radiation toxicity to clinical variables and to quantitative dose and dose-volume measures derived from three-dimensional conformal radiotherapy for non-small-cell lung cancer are reviewed. A variety of clinical and dosimetric parameters have been associated with acute and late toxicity. Suggestions for future studies are presented.

2D versus 3D radiation therapy for prostate carcinoma: a direct comparison of dose volume parameters

That three dimensional (3D) planning for radiation therapy (RT) of carcinoma of the prostate (CaP) improves radiation dosimetry to the tumour and reduces dose to the rectum and bladder compared with 2D planning, has not been properly evaluated. We addressed this by downloading the CT data files of twenty-two patients who had completed 2D planned RT for CaP onto a 3D planning system and re-planning RT using the same four field technique and dose prescription as the 2D technique. The radiation dose at 100%, 90%, 50% and 0% volumes (D100, D90, D50 and D0) of the Dose Volume Histograms (DVH's) of the GTV, PTV, rectum and bladder, the area under the curves of each DVH and the field sizes were evaluated and compared between the two sets of plans. Repeated measured t-tests were used to compare the means of the different measurements. The D100, D90 and D50 of the GTV, PTV and rectum were increased for the 3D versus the 2D plans (p < 0.05 for each parameter). The area under the rectal DVH was also greater for the 3D plans (p < 0.05). These changes are attributable to the larger field sizes, particularly the length in the 3D compared with the 2D plans.

Strategies for enhanced radiation delivery in patients with lung cancer

Since the 1970s primary management for regionally advanced non-small cell lung cancer has shifted from radiotherapy alone to sequential chemoradiation to concurrent chemoradiation. The increase in survival with these approaches has been small; an approximately 3-4 month per decade increase in median survival. Future avenues to improve on these outcomes could involve: i)dose-intense radiotherapy; ii) better target delineation; and iii) combining molecularly targeted agents with optimised radiation therapy. However, to accomplish this, techniques to control tumour motion and decrease toxicity must be developed.

Are More Aggressive Therapies Able to Improve Treatment of Locally Advanced Non-Small Cell Lung Cancer: Combined Modality Treatment?

Non-small cell lung cancer continues to be a major oncologic problem, with approximately 3-month increase in median survival per decade since the 1970s. Thus, newer strategies are needed to improve outcomes in non-small cell lung cancer. New treatment strategies include optimizing and intensifying radiation therapy (RT) delivery, as well as improving systemic therapy with newly developed targeted agents. Three-dimensional treatment planning is a key technology for optimizing RT delivery. Additionally, improvements in radiation therapy will clearly require better target delineation and dose-intensification of RT. With newer, possibly less toxic agents such as the epidermal growth factor receptor inhibitors, RT and systemic therapy (with chemo- and/or targeted therapies) may be optimized in the concurrent setting, perhaps reserving more cytotoxic regimens either for the induction or maintenance settings.

Reduction in radiation dose to lung and other normal tissues using helical tomotherapy to treat lung cancer, in comparison to conventional field arrangements

The purpose of this study was to determine whether the use of tomotherapy in the treatment of non-small-cell lung cancer (NSCLC) has the potential to reduce radiation dose to normal tissues, in particular, the lungs, esophagus, and spinal cord, as compared with standard radiotherapy. Five patients with anatomically or physiologically inoperable stage III NSCLC were studied, representing a variety of tumor sizes and locations. For each patient, two treatment plans were generated. One was developed using conventional field arrangements (CFA), and the other for tomotherapy. Using dose-volume histogram reduction techniques, including mean normalized dose (NTDmean), V20, and effective uniform dose (EUD), the normal tissue doses for CFA and tomotherapy plans for a given fixed tumor dose were compared. In addition, the maximum tumor doses possible for a given level of mean normalized lung dose were computed and compared for the CFA and tomotherapy plans. The gross tumor volumes in the five patients studied ranged from 13.5 to 87.1 cm. The tumor dose distributions, determined by EUD and minimum dose, were similar for both CFA and tomotherapy plans, as intended. In all cases, the NTDmean of both lungs was significantly reduced using tomotherapy planning (range: 10-53% reduction, mean: 31%). The volume of lung receiving more than 20 Gy was also reduced in all cases using tomotherapy (range: 17-37% reduction, mean: 22%). For a constant lung NTDmean, it is shown that it should be possible to increase tumor dose to up to 160 Gy in certain patients with tomotherapy. The dose to the spinal cord and esophagus was also reduced in all cases with tomotherapy planning, compared with plans generated using conventional field arrangements. Both tomotherapy, and to a lesser extent conventional three-dimensional conformal radiotherapy, have the potential to significantly decrease radiation dose to lung and other normal structures in the treatment of NSCLC. This has important implications for dose escalation strategies in the future.