P. Lambin

Eligibility for concurrent chemotherapy and radiotherapy of locally advanced lung cancer patients: a prospective, population-based study

BACKGROUND Patients with stage III non-small-cell lung cancer (NSCLC) and limited disease small-cell lung cancer are excluded from concurrent chemoradiation mostly on the basis of comorbidity and age. The purpose of this prospective study was to get insight in what proportion of patients with locally advanced lung cancer would be suitable for concurrent chemoradiation. PATIENTS AND METHODS From 2002 to 2005, all patients with a pathological diagnosis of lung cancer and with locally advanced disease in the Maastricht Cancer Registry, the Netherlands, comorbidity were prospectively assessed. Patients were regarded as noneligible for concurrent chemoradiation if they had one or more important comorbidity or were 75 years or older. RESULTS In all, 711 patients were included, 577 with NSCLC and 134 with SCLC. Overall, 166 patients (23.3%) were 75 years or older. Of the 526 patients <75 years, comorbidities were as follows: 278 (52.9%) 0, 188 (35.7%) 1, and 56 (11.4%) 2 or more. In all, 408/686 (59%) of the whole patient group were considered as ineligible for concurrent chemoradiation. CONCLUSIONS More than half of patients with stage III lung cancer were theoretically not eligible for concurrent chemoradiation. Less toxic alternatives are needed for these patients.

A global calibration model for a-Si EPIDs used for transit dosimetry

Electronic portal imaging devices (EPIDs) are not only applied for patient setup verification and detection of organ motion but are also increasingly used for dosimetric verification. The aim of our work is to obtain accurate dose distributions from a commercially available amorphous silicon (a-Si) EPID for transit dosimetry applications. For that purpose, a global calibration model was developed, which includes a correction procedure for ghosting effects, field size dependence and energy dependence of the a-Si EPID response. In addition, the long-term stability and additional buildup material for this type of EPID were determined. Differences in EPID response due to photon energy spectrum changes have been measured for different absorber thicknesses and field sizes, yielding off-axis spectrum correction factors based on transmission measurements. Dose measurements performed with an ionization chamber in a water tank were used as reference data, and the accuracy of the dosimetric calibration model was determined for a large range of treatment conditions. Gamma values using 3% as dose-difference criterion and 3mm as distance-to-agreement criterion were used for evaluation. The field size dependence of the response could be corrected by a single kernel, fulfilling the gamma evaluation criteria in case of virtual wedges and intensity modulated radiation therapy fields. Differences in energy spectrum response amounted up to 30%-40%, but could be reduced to less than 3% using our correction model. For different treatment fields and (in)homogeneous phantoms, transit dose distributions satisfied in almost all situations the gamma criteria. We have shown that a-Si EPIDs can be accurately calibrated for transit dosimetry purposes.

Radio-responsive recA promoter significantly increases TNFα production in recombinant clostridia after 2 Gy irradiation

One of the major problems with gene therapy today is the lack of tumour specificity. The use of anaerobic apathogenic clostridia as a gene transfer system can target anoxic areas within the tumour. These bacteria can be genetically modified to express therapeutic proteins such as TNFα locally in the tumour. As shown in our results, ionising irradiation can be used in clostridia to activate genes encoding cytotoxic agents under control of a radiation-inducible promoter. A 44% significant increase (P < 0.05) in TNFα secretion was seen 3.5 h after a single dose of 2 Gy. A second dose of 2 Gy was also capable of repeating gene activation and gave a significant increase of TNFα production of 42% (P < 0.05). These results provide evidence that spatial and temporal control of gene expression can be achieved using a radio-inducible promoter. Repetitive gene activation was feasible with a second dose of 2 Gy, indicating that fractionated radiotherapy could lead to repeated gene induction resulting in prolonged and enhanced protein expression. Gene targeting by ionising radiation could thus provide a new means of increasing the therapeutic ratio in cancer treatment.

Phased attenuation correction in respiration correlated computed tomography/positron emitted tomography

The motion of lung tumors with respiration causes difficulties in the imaging with computed tomography (CT) and positronemitted tomography (PET). Since an accurate knowledge of the position of the tumor and the surrounding tissues is needed for radiation treatment planning, it is important to improve CT/PET image acquisition. The purpose of this study was to evaluate the potential to improve image acquisition using phased attenuation correction in respiration correlated CT/PET, where data of both modalities were binned retrospectively. Respiration correlated scans were made on a Siemens Biograph Sensation 16 CT/PET scanner which was modified to make a low pitch CT scan and list mode PET scan possible. A lollipop phantom was used in the experiments. The sphere with a diameter of 3.1 cm was filled with approximately 20 MBq 18F-FDG. Three longitudinal movement amplitudes were tested: 2.5, 3.9, and 4.8 cm. After collection of the raw CT data, list mode PET data, and the respiratory signal CT/PET images were binned to ten phases with the help of in-house-built software. Each PET phase was corrected for attenuation with CT data of the corresponding phase. For comparison, the attenuation correction was also performed with nonrespiration correlated (non-RC) CT data. The volume and the amplitude of the movement were calculated for every phaseof both the CT and PET data (with phased attenuation correction). Maximum and average activity concentrations were compared between the phased and nonphased attenuation corrected PET. With a standard non-RC CT/PET scan, the volume was underestimated by as much as 46% in CT and the PET volume was overestimated to 370%. The volumes found with RC-CT/PET scanning had average deviations of 1.9% (+/- 4.8%) and 1.5% (+/- 3.4%) from the actual volume, for the CT and PET volumes, respectively. Evaluation of the maximum activity concentration showed a clear displacement in the images with non-RC attenuation correction, and activity values were on average14% (+/- 12%) lower than with phased attenuation correction. The standard deviation of the maximum activity values found in the different phases was a factor of 10 smaller when phased attenuation correction was applied. In this phantom study, we have shown that a combination of respiration correlated CT/PET scanning with application of phased attenuation correction can improve the imaging of moving objects and can lead to improved volume estimation and a more precise localization and quantification of the activity.

Comparison of Bayesian network and support vector machine models for two-year survival prediction in lung cancer patients treated with radiotherapy.

PURPOSE Classic statistical and machine learning models such as support vector machines (SVMs) can be used to predict cancer outcome, but often only perform well if all the input variables are known, which is unlikely in the medical domain. Bayesian network (BN) models have a natural ability to reason under uncertainty and might handle missing data better. In this study, the authors hypothesize that a BN model can predict two-year survival in non-small cell lung cancer (NSCLC) patients as accurately as SVM, but will predict survival more accurately when data are missing. METHODS A BN and SVM model were trained on 322 inoperable NSCLC patients treated with radiotherapy from Maastricht and validated in three independent data sets of 35, 47, and 33 patients from Ghent, Leuven, and Toronto. Missing variables occurred in the data set with only 37, 28, and 24 patients having a complete data set. RESULTS The BN model structure and parameter learning identified gross tumor volume size, performance status, and number of positive lymph nodes on a PET as prognostic factors for two-year survival. When validated in the full validation set of Ghent, Leuven, and Toronto, the BN model had an AUC of 0.77, 0.72, and 0.70, respectively. A SVM model based on the same variables had an overall worse performance (AUC 0.71, 0.68, and 0.69) especially in the Ghent set, which had the highest percentage of missing the important GTV size data. When only patients with complete data sets were considered, the BN and SVM model performed more alike. CONCLUSIONS Within the limitations of this study, the hypothesis is supported that BN models are better at handling missing data than SVM models and are therefore more suitable for the medical domain. Future works have to focus on improving the BN performance by including more patients, more variables, and more diversity.

Clostridium spores for tumor-specific drug delivery.

Insufficient blood supply of rapidly growing tumors leads to the presence of hypoxia, a well-known feature in solid tumors. Hypoxia is known to decrease the efficiency of currently used anti-cancer modalities like surgery, chemotherapy and radiotherapy. Therefore, hypoxia seems to be a major limitation in current anti-cancer therapy. The use of non-pathogenic clostridia to deliver toxic agents to the tumor cells takes advantage of this unique physiology. These strictly anaerobic, Gram-positive, spore-forming bacteria give, after systemic administration, a selective colonization of hypoxic/necrotic areas within the tumor. Moreover, they can be genetically modified to secrete therapeutic proteins like cytosine deaminase or tumor necrosis factor-alpha. The specificity of this protein delivery system can be further increased when expression is controlled by the use of a radio-inducible promoter, leading to increased spatial and temporal regulation of protein expression. This approach of bacterial vector systems to target protein expression to the tumor can be considered very safe since bacteria can be eliminated at any moment by the addition of proper antibiotics. The Clostridium-based delivery system thus presents an alternative therapeutic modality to deliver anti-tumor agents specifically to the tumor site. This high selectivity offers a major advantage in comparison with the classical gene therapy systems.

Tumor-specific gene delivery using genetically engineered bacteria.

The loco-regional control of cancer remains a major contributor to the treatment outcome for many cancer patients prescribed conventional radiotherapy or chemotherapy. Failure of treatment coupled with the realisation that cancer is essentially a genetic disease has led to development of many clinical protocols based on gene therapy. In this review, we will describe an alternative gene delivery system based on the use of non-pathogenic bacteria. Tumor regressions have been reported long ago in patients with bacterially infected tumors, suggesting that bacteria could target tumors and have local anti-tumor effects. The basis of this phenomenon is attributable to the unique properties of the tumor micro-environment. The presence of hypoxic and/or necrotic areas provides a haven for a number of anaerobic bacteria and over the past 60 years, several strains of anaerobic bacteria have been shown to localise within and cause cell lysis of experimental animal tumors. One of the most important strains in that context is Clostridium. Other bacteria have also been implicated in experimental anti-cancer settings. Of these, attenuated Salmonella strains capable of both selective amplification within tumors and expression of effector genes encoding therapeutic proteins are probably the most promising. We will discuss the potential advantages and the pitfalls of this alternative delivery approach. We will emphasize the importance of hypoxia in solid tumors and discuss the potential of radiation-inducible promoters and combined treatment modalities, involving vascular targeting and radiotherapy. We believe that this approach will act in a complementary way to current radiotherapy and chemotherapy treatments of solid tumors.

The Role of Cancer-Testis Antigens as Predictive and Prognostic Markers in Non-Small Cell Lung Cancer

Background Cancer-Testis Antigens (CTAs) are immunogenic proteins that are poor prognostic markers in non-small cell lung cancer (NSCLC). We investigated expression of CTAs in NSCLC and their association with response to chemotherapy, genetic mutations and survival. Methods We studied 199 patients with pathological N2 NSCLC treated with neoadjuvant chemotherapy (NAC; n = 94), post-operative observation (n = 49), adjuvant chemotherapy (n = 47) or unknown (n = 9). Immunohistochemistry for NY-ESO-1, MAGE-A and MAGE-C1 was performed. Clinicopathological features, response to neoadjuvant treatment and overall survival were correlated. DNA mutations were characterized using the Sequenom Oncocarta panel v1.0. Affymetrix data from the JBR.10 adjuvant chemotherapy study were obtained from a public repository, normalised and mapped for CTAs. Results NY-ESO-1 was expressed in 50/199 (25%) samples. Expression of NY-ESO-1 in the NAC cohort was associated with significantly increased response rates (P = 0.03), but not overall survival. In the post-operative cohort, multivariate analyses identified NY-ESO-1 as an independent poor prognostic marker for those not treated with chemotherapy (HR 2.61, 95% CI 1.28–5.33; P = 0.008), whereas treatment with chemotherapy and expression of NY-ESO-1 was an independent predictor of improved survival (HR 0.267, 95% CI 0.07–0.980; P = 0.046). Similar findings for MAGE-A were seen, but did not meet statistical significance. Independent gene expression data from the JBR.10 dataset support these findings but were underpowered to demonstrate significant differences. There was no association between oncogenic mutations and CTA expression. Conclusions NY-ESO-1 was predictive of increased response to neoadjuvant chemotherapy and benefit from adjuvant chemotherapy. Further studies investigating the relationship between these findings and immune mechanisms are warranted.

Insertion or deletion of the Cheo box modifies radiation inducibility of Clostridium promoters.

ABSTRACT Radiation-inducible promoters are being used in many viral vector systems to obtain spatial and temporal control of gene expression. It was previously proven that radiation-induced gene expression can also be obtained in a bacterial vector system using anaerobic apathogenic clostridia. The effect of radiation inducibility was detected using mouse tumor necrosis factor alpha (mTNF-α) as a model protein under regulation of the radiation-induciblerecA promoter. In this report, experiments are described in which this recA promoter was modified in order to increase radiation responsiveness. Incorporation of an extra Cheo box in the recA promoter region resulted in an increase in mTNF-α secretion from 44% for the wild-type promoter to 412% for the promoter with an extra Cheo box after a single irradiation dose of 2 Gy. Deletion of the Cheo box in the promoter region eliminated radiation inducibility. These results prove that the Cheo box in therecA promoter is indeed the radiation-responsive element. We also tested whether we could induce the constitutive endo-β-1,4-glucanase promoter (eglA) via ionizing irradiation by introducing a Cheo box in the promoter region. While the use of the constitutive promoter did not lead to an increase in mTNF-α secretion after irradiation, the introduction of a Cheo box resulted in a 242% increase in mTNF-α secretion. Reverse transcriptase PCR of RNA samples isolated from irradiated and nonirradiated bacterial cultures demonstrated that the increase in secretion was the result of enhanced transcription of the mTNF-α gene.

Stereotactic ablative body radiotherapy combined with immunotherapy: present status and future perspectives.

Radiotherapy is along with surgery and chemotherapy one of the prime treatment modalities in cancer. It is applied in the primary, neoadjuvant as well as the adjuvant setting. Radiation techniques have rapidly evolved during the past decade enabling the delivery of high radiation doses, reducing side-effects in tumour-adjacent normal tissues. While increasing local tumour control, current and future efforts ought to deal with microscopic disease at a distance of the primary tumour, ultimately responsible for disease-progression. This review explores the possibility of bimodal treatment combining radiotherapy with immunotherapy.