RESUMO
PURPOSE: Efforts to mitigate radiotherapy (RT) associated cardiotoxicity have focused on constraining mean heart dose (MHD). However, recent studies have shown greater predictive power with cardiac substructure dose metrics such as the left anterior descending (LAD) coronary artery volume (V) receiving 15Gy (V15Gy) ≥10%. Herein, we investigated the feasibility of LAD radiation sparing in contemporary IMRT/VMAT lung cancer plans. METHODS AND MATERIALS: Single institution retrospective analysis of 54 locally advanced lung cancer patients treated with thoracic RT between February 2018-August 2021. After excluding 33 (5=non-IMRT/VMAT or intentionally LAD-optimized; 28=LAD V15Gy<10%), 21 plans with LAD V15Gy ≥10% were identified for LAD re-optimization with intent to meet LAD V15Gy <10% while maintaining meeting organ-at-risk (OAR) metrics and target coverage with original plan parameters. Dosimetric variables were compared using paired t tests. RESULTS: Most (57.1%, 12/21) were treated with definitive RT, 8/21 (38.1%) with post-operative RT, and one with neoadjuvant RT. The median prescribed RT dose was 60Gy (range 50.4-66Gy) in 30 fractions (range 28-33). LAD re-optimized plans (vs original) led to significant reductions in mean LAD V15Gy (39.4% ±13.9% vs 9.4% ±13.0%; p<0.001) and mean LAD dose (12.9Gy ± 4.6Gy vs 7.6Gy ±2.8Gy; p<0.001). Most (85.7%; 18/21) LAD re-optimized plans achieved LAD V15Gy <10%. There were no statistically significant differences in overall lung, esophageal, or spinal cord dose metrics. Only one re-optimization (1/21) exceeded an OAR constraint that was initially met in the original plan. CONCLUSIONS: To our knowledge, this is the first report describing the feasibility of LAD-optimized lung cancer RT planning using the newly identified LAD V15 Gy constraint. We observed that LAD V15Gy <10% is achievable in more than 85% of plans initially exceeding this constraint, with minimal dosimetric tradeoffs. Our results support the feasibility of routine incorporation of the LAD as an OAR in modern thoracic IMRT/VMAT planning.
RESUMO
3D cell culture models have been developed to better mimic the physiological environments that exist in human diseases. As such, these models are advantageous over traditional 2D cultures for screening drug compounds. However, the practicalities of transitioning from 2D to 3D drug treatment studies pose challenges with respect to analysis methods. Patient-derived tumor organoids (PDTOs) possess unique features given their heterogeneity in size, shape, and growth patterns. A detailed assessment of the length scale at which PDTOs should be evaluated (i.e., individual cell or organoid-level analysis) has not been done to our knowledge. Therefore, using dynamic confocal live cell imaging and data analysis methods we examined tumor cell growth rates and drug response behaviors in colorectal cancer (CRC) PDTOs. High-resolution imaging of H2B-GFP-labeled organoids with DRAQ7 vital dye permitted tracking of cellular changes, such as cell birth and death events, in individual organoids. From these same images, we measured morphological features of the 3D objects, including volume, sphericity, and ellipticity. Sphericity and ellipticity were used to evaluate intra- and interpatient tumor organoid heterogeneity. We found a strong correlation between organoid live cell number and volume. Linear growth rate calculations based on volume or live cell counts were used to determine differential responses to therapeutic interventions. We showed that this approach can detect different types of drug effects (cytotoxic vs cytostatic) in PDTO cultures. Overall, our imaging-based quantification workflow results in multiple parameters that can provide patient- and drug-specific information for screening applications.
