| Literature DB >> 34367717 |
Justin D Anderson1, Jiuyun Hu2, Jing Li3, Steven E Schild1, Mirek Fatyga1.
Abstract
PURPOSE: To examine possible association between heart irradiation and Overall Survival (OS) in lung SBRT patients and to compare observed associations with cardiac toxicity models previously derived in LA-NSCLC patient studies.Entities:
Keywords: Cardiac Toxicity; Lung Cancer; Lung Radiation Therapy; Lung SBRT; Non-Small Cell Lung Cancer
Year: 2021 PMID: 34367717 PMCID: PMC8341170 DOI: 10.4236/jct.2021.127036
Source DB: PubMed Journal: J Cancer Ther ISSN: 2151-1934
Patient information, lung SBRT patients (this work).
General patient information for lung SBRT patients (this work).
| Demographics | |
|---|---|
| Number of patients | N = 197 |
| Male | N = 95 (48.2%) |
| Female | N = 102 (51.8%) |
| Age in years | Mean: 72.7; Range: 41 - 97 |
| Follow up in months | Mean: 40; Median: 28; Range: 2 - 230 |
| Overall Survival in months | Median: 28; Mean: 76.8 |
| Stage | |
| I (combining IA with IB) | N = 117 (59.4%) |
| II or III | N = 18 (9.1%) |
| IV (metastatic lesions) | N = 42 (21.3%) |
| Histology | |
| Adenocarcinoma | N = 79 (40.1%) |
| Squamous cell carcinoma | N = 38 (19.3%) |
| Lung carcinoma (multiple types) | N = 38 (19.3%) |
| Non-lung carcinoma (multiple types) | N = 42 (21.3%) |
| Laterality | |
| Right | N = 113 (57.4%) |
| Left | N = 84 (42.6%) |
| Prescription | |
| 50 Gy in 5 fractions | N = 69 (35%) |
| 48 Gy in 4 fractions | N = 128 (65%) |
| Lung dosimetry | |
| Left Lung Dose (2 Gy Equivalent) | Mean: (5.3 ± 6.1) Gy; Range: [0.17 - 33.9] Gy |
| Right Lung Dose (2 Gy Equivalent) | Mean: (6.0 ± 5.9) Gy; Range: [0.2 - 25.6] Gy |
| Left Lung V%_20 (2 Gy Equivalent) | Mean: (0.06 ± 0.08); Range: (0 - 0.37) |
| Right Lung V%_20 (2 Gy Equivalent) | Mean: (0.07 ± 0.08); Range: (0 - 0.34) |
| Both Lungs V%_20 (2 Gy Equivalent) | Mean: (0.066 ± 0.036); Range: (0.01 - 0.18) |
| Targets | |
| PTV Volume (cm3) | Mean: (52.1 ± 62.64); Range: [7.2, 427.7] |
| PTV Effective Radius (cm) | Mean: (2.3 ± 2.5); Range: [1.2, 4.7] |
Patient specific covariates.
Patient specific covariates which were determined to be predictive for OS in lung SBRT patients (this work) using multivariate Cox model with Akaike Information Criterion (AIC). Heart dosimetry was excluded at this initial step of the analysis. Hazard ratios are calculated with respect to the reference patient, who is 72.2 years old, presents with Stage 1 primary Adenocarcinoma of the left lung.
| Covariate | Hazard Ratio | P |
|---|---|---|
| Stage | ||
| Stage 1 | Reference | |
| Stage 2 or 3 | HR = 3.6 | <0.001 |
| Metastatic | HR = N/A | 0.37 |
| Histology | ||
| Lung adenocarcinoma | Reference | |
| Lung squamous cell carcinoma | HR = 2.7 | 0.001 |
| Lung carcinoma (multiple types) | HR = N/A | 0.07 |
| Metastatic | HR = N/A | 0.2 |
| Laterality | ||
| Left | Reference | |
| Right | HR = 0.56 | 0.014 |
| Other | ||
| Age | HR = 1.09/year | <0.001 |
Reference patient: 72.2 years old, stage 1 primary adenocarcinoma of the lung, left laterality.
Summary of the dependence of OS on dosimetric variables in lung SBRT patients (this work) and in locally advanced NSCLC patients (reference [8]).
Summary of the dosimetric analysis for lung SBRT patients (this work) and LA-NSCLC patients (reference [8]). V indices are expressed as a percentage of volume receiving dose D, or greater. Hazard Ratio (HR) for a specific patient can be computed using a power law. If V = X% for a specific patient, and the listed HR = Y/1%, then the Hazard Ratio for the specific patient is computed as HR = Y. The same approach can be used for KC-Lasso features, using X obtained from summing the feature for a given patient, with each V expressed as a percentage of volume receiving dose D, or greater.
| Lung SBRT (this work) | Locally advanced NSCLC (reference [ | |||||
|---|---|---|---|---|---|---|
| Feature | Index | HR | P | Index | HR | p |
| Whole Heart DVH | ||||||
| Whole Heart DVH | N/A | N/A | 0.2 | 1.04/1% | ||
| Heart subdivision into 4 segments | ||||||
| Right Superior DVH | N/A | N/A | 0.1 | 1.016/1% | ||
| Left Superior DVH | N/A | N/A | 0.4 | N/A | N/A | 0.4 |
| Right Inferior DVH | 1.009/1% | N/A | N/A | 0.26 | ||
| Left Inferior DVH | 1.007/1% | N/A | N/A | 0.85 | ||
| Right Inferior DVH KC-Lasso | 0.0021 * | 1.01/1% | N/A | N/A | N/A | |
| Left Inferior DVH KC-Lasso | 0.0016 * | 1.01/1% | 0.08 | N/A | N/A | N/A |
| Heart subdivision into 64 segments | ||||||
| Selected Region DVH KC-Lasso | 0.0024 * | 1.012/1% | 1.043/1% | |||
Figure 1.Results of the analysis of lung SBRT patient cohort, using a family of multivariate Cox models, each model with all patient specific covariates and a single V index representing heart dosimetry in one of the four segments of the heart (Right-Superior, Left-Superior, Right-Inferior, Left-Inferior). P-values associated with each V index are plotted against the dose D (2 Gy Equivalent). All patient specific covariates listed in Table 2 were included in each model fit.
Figure 2.(a) 3D rendering of heart regions predictive for OS in lung SBRT patients (right side, this work) and in LA-NSCLC patients (left side, reference [8]). Light and dark red signifies p-value levels during modelling of clinical significance of individual segments; (b) Survival curves represent effects of irradiating heart regions shown in (a). The LA-NSCLC view shows effects of irradiating 39% of the visualized right-superior region to the dose of 55 Gy or greater; V55 = 39% (reference [8]). The SBRT view shows effects of the KC-LASSO feature shown in Table 3, computed on the colored, inferior heart region, assuming the value of 0.5.