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1.
Adv Radiat Oncol ; 8(2): 101029, 2023.
Article in English | MEDLINE | ID: mdl-36578278

ABSTRACT

Purpose: Head and neck (HN) radiation (RT) treatment planning is complex and resource intensive. Deviations and inconsistent plan quality significantly affect clinical outcomes. We sought to develop a novel automated virtual integrative (AVI) knowledge-based planning application to reduce planning time, increase consistency, and improve baseline quality. Methods and Materials: An in-house write-enabled script was developed from a library of 668 previously treated HN RT plans. Prospective hazard analysis was performed, and mitigation strategies were implemented before clinical release. The AVI-planner software was retrospectively validated in a cohort of 52 recent HN cases. A physician panel evaluated planning limitations during initial deployment, and feedback was enacted via software refinements. A final second set of plans was generated and evaluated. Kolmogorov-Smirnov test in addition to generalized evaluation metric and weighted experience score were used to compare normal tissue sparing between final AVI planner versus respective clinically treated and historically accepted plans. A t test was used to compare the interactive time, complexity, and monitor units for AVI planner versus manual optimization. Results: Initially, 86% of plans were acceptable to treat, with 10% minor and 4% major revisions or rejection recommended. Variability was noted in plan quality among HN subsites, with high initial quality for oropharynx and oral cavity plans. Plans needing revisions were comprised of sinonasal, nasopharynx, P-16 negative squamous cell carcinoma unknown primary, or cutaneous primary sites. Normal tissue sparing varied within subsites, but AVI planner significantly lowered mean larynx dose (median, 18.5 vs 19.7 Gy; P < .01) compared with clinical plans. AVI planner significantly reduced interactive optimization time (mean, 2 vs 85 minutes; P < .01). Conclusions: AVI planner reliably generated clinically acceptable RT plans for oral cavity, salivary, oropharynx, larynx, and hypopharynx cancers. Physician-driven iterative learning processes resulted in favorable evolution in HN RT plan quality with significant time savings and improved consistency using AVI planner.

2.
Adv Radiat Oncol ; 4(4): 559-565, 2019.
Article in English | MEDLINE | ID: mdl-31681862

ABSTRACT

PURPOSE: To present a systematic approach to the reirradiation special medical physics consult (ReRT-SMPC) process. MATERIALS AND METHODS: An in-house reirradiation committee of physicians and physicists was formed to develop a streamlined and well-documented approach to ReRT-SMPCs. Dosimetric goals and considerations for tissue repair were generated by the committee with input from the literature, clinical trial guidelines, and physician experience. Procedural workflow was also defined. RESULTS: The total number of ReRT-SMPCs performed in our department in 2018 was 401, corresponding to 369 unique patients and 16% of the total number of patients receiving external beam radiation in our department that year. This constituted a large increase over the 183 ReRT-SMPCs performed in 2017. We have found that a standardized ReRT-SMPC workflow helps to safeguard patients, documents the clinical decision-making process for medical and legal purposes, and facilitates the peer-review process. The data being collected from each consult along with toxicity and outcomes data can be used to help inform future re-treatment guidelines. CONCLUSIONS: As the number of patients returning for additional courses of radiation continues to increase, a uniform method for the ReRT-SMPC workflow and analysis is a powerful tool for ensuring patient safety, understanding and predicting treatment toxicity, and refining reirradiation dosimetric limits.

3.
Front Oncol ; 9: 964, 2019.
Article in English | MEDLINE | ID: mdl-31608241

ABSTRACT

A novel deep learning architecture was explored to create synthetic CT (MRCT) images that preserve soft tissue contrast necessary for support of patient positioning in Radiation therapy. A U-Net architecture was applied to learn the correspondence between input T1-weighted MRI and spatially aligned corresponding CT images. The network was trained on sagittal images, taking advantage of the left-right symmetry of the brain to increase the amount of training data for similar anatomic positions. The output CT images were divided into three channels, representing Hounsfield Unit (HU) ranges of voxels containing air, soft tissue, and bone, respectively, and simultaneously trained using a combined Mean Absolute Error (MAE) and Mean Squared Error (MSE) loss function equally weighted for each channel. Training on 9192 image pairs yielded resulting synthetic CT images on 13 test patients with MAE of 17.6+/-3.4 HU (range 14-26.5 HU) in soft tissue. Varying the amount of training data demonstrated a general decrease in MAE values with more data, with the lack of a plateau indicating that additional training data could further improve correspondence between MRCT and CT tissue intensities. Treatment plans optimized on MRCT-derived density grids using this network for 7 radiosurgical targets had doses recalculated using the corresponding CT-derived density grids, yielding a systematic mean target dose difference of 2.3% due to the lack of the immobilization mask on the MRCT images, and a standard deviation of 0.1%, indicating the consistency of this correctable difference. Alignment of MRCT and cone beam CT (CBCT) images used for patient positioning demonstrated excellent preservation of dominant soft tissue features, and alignment comparisons of treatment planning CT scans to CBCT images vs. MRCT to CBCT alignment demonstrated differences of -0.1 (σ 0.2) mm, -0.1 (σ 0.3) mm, and -0.2 (σ 0.3) mm about the left-right, anterior-posterior and cranial-caudal axes, respectively.

4.
Med Dosim ; 44(3): 239-244, 2019.
Article in English | MEDLINE | ID: mdl-30336971

ABSTRACT

We sought to develop a framework for the identification and management of patients at risk for organs at risk (OARs) overdosing due to interfractional anatomic variation during high-dose rate interstitial brachytherapy for gynecologic malignancies. We analyzed 40 high-dose rate interstitial brachytherapy fractions from 10 patients. Planned OAR doses were compared to delivered doses, which were calculated from computed tomography scans obtained prior to each treatment fraction. Doses were converted to equivalent doses in 2 Gy fractions (EQD2) and doses to the most exposed 2 cm3 (D2cc) were reviewed. Patients were risk-stratified by identifying dose thresholds corresponding to a 10% or lower risk of receiving an OAR dose exceeding the corresponding planning constraint. For each OAR, 30% to 62.5% of patients received total doses greater than planned, although the magnitude of these differences was <4 Gy in over 75% of cases. Using EMBRACE II guidelines, one patient who had met the planning constraint for bladder and one for small bowel were found to have received doses exceeding the recommended limits. We next calculated thresholds for estimating the risk of OAR overdosing in individual patients and developed a framework based on these thresholds to direct time- and resource-intensive imaging and replanning efforts toward patients who are most likely to derive benefit. In summary, differential OAR dosing due to interfractional anatomic variation is common but likely rarely clinically meaningful. The proposed framework could decrease toxicity and maximize clinical efficiency.


Subject(s)
Brachytherapy/methods , Genital Neoplasms, Female/radiotherapy , Organs at Risk , Radiotherapy Dosage , Adult , Aged , Female , Humans , Middle Aged , Radiotherapy Planning, Computer-Assisted
5.
Brachytherapy ; 17(2): 360-367, 2018.
Article in English | MEDLINE | ID: mdl-29331573

ABSTRACT

PURPOSE: To study the dosimetric impact of deformable image registration-based contour propagation on MRI-based cervical cancer brachytherapy planning. METHODS AND MATERIALS: High-risk clinical target volume (HRCTV) and organ-at-risk (OAR) contours were delineated on MR images of 10 patients who underwent ring and tandem brachytherapy. A second set of contours were propagated using a commercially available deformable registration algorithm. "Manual-contour" and "propagated-contour" plans were optimized to achieve a maximum dose to the most minimally exposed 90% of the volume (D90) (%) of 6 Gy/fraction, respecting minimum dose to the most exposed 2cc of the volume (D2cc) OAR constraints of 5.25 Gy and 4.2 Gy/fraction for bladder and rectum/sigmoid (86.5 and 73.4 Gy equivalent dose in 2 Gy fractions [EQD2] for external beam radiotherapy [EBRT] + brachytherapy, respectively). Plans were compared using geometric and dosimetric (total dose [EQD2] EBRT + brachytherapy) parameters. RESULTS: The differences between the manual- and propagated-contour plans with respect to the HRCTV D90 and bladder, rectum, and sigmoid D2cc were not statistically significant (per-fraction basis). For the EBRT + brachytherapy course, the D2cc delivered to the manually contoured OARs by the propagated-contour plans ranging 98-107%, 95-105%, and 92-108% of the dose delivered by the manual-contour plans (max 90.4, 70.3, and 75.4 Gy for the bladder, rectum, and sigmoid, respectively). The HRCTV dose in the propagated-contour plans was 97-103% of the dose in the manual-contour plans (maximum difference 2.92 Gy). Increased bladder filling resulted in increased bladder dose in manual- and propagated-contour plans. CONCLUSIONS: When deformable image registration-propagated contours are used for cervical brachytherapy planning, the HRCTV dose is similar to the dose delivered by manual-contour plans and the doses delivered to the OARs are clinically acceptable, suggesting that our algorithm can replace manual contouring for appropriately selected cases that lack major interfractional anatomical changes.


Subject(s)
Brachytherapy , Organs at Risk/diagnostic imaging , Radiotherapy Planning, Computer-Assisted/methods , Uterine Cervical Neoplasms/diagnostic imaging , Uterine Cervical Neoplasms/radiotherapy , Brachytherapy/methods , Colon, Sigmoid/diagnostic imaging , Colon, Sigmoid/radiation effects , Female , Humans , Magnetic Resonance Imaging , Organs at Risk/radiation effects , Radiation Dosage , Radiotherapy Dosage , Rectum/diagnostic imaging , Rectum/radiation effects , Tomography, X-Ray Computed , Urinary Bladder/diagnostic imaging , Urinary Bladder/radiation effects
6.
Phys Med Biol ; 62(8): 2935-2949, 2017 04 21.
Article in English | MEDLINE | ID: mdl-28306550

ABSTRACT

Using MRI for radiotherapy treatment planning and image guidance is appealing as it provides superior soft tissue information over CT scans and avoids possible systematic errors introduced by aligning MR to CT images. This study presents a method that generates Synthetic CT (MRCT) volumes by performing probabilistic tissue classification of voxels from MRI data using a single imaging sequence (T1 Dixon). The intensity overlap between different tissues on MR images, a major challenge for voxel-based MRCT generation methods, is addressed by adding bone shape information to an intensity-based classification scheme. A simple pelvic bone shape model, built from principal component analysis of pelvis shape from 30 CT image volumes, is fitted to the MR volumes. The shape model generates a rough bone mask that excludes air and covers bone along with some surrounding soft tissues. Air regions are identified and masked out from the tissue classification process by intensity thresholding outside the bone mask. A regularization term is added to the fuzzy c-means classification scheme that constrains voxels outside the bone mask from being assigned memberships in the bone class. MRCT image volumes are generated by multiplying the probability of each voxel being represented in each class with assigned attenuation values of the corresponding class and summing the result across all classes. The MRCT images presented intensity distributions similar to CT images with a mean absolute error of 13.7 HU for muscle, 15.9 HU for fat, 49.1 HU for intra-pelvic soft tissues, 129.1 HU for marrow and 274.4 HU for bony tissues across 9 patients. Volumetric modulated arc therapy (VMAT) plans were optimized using MRCT-derived electron densities, and doses were recalculated using corresponding CT-derived density grids. Dose differences to planning target volumes were small with mean/standard deviation of 0.21/0.42 Gy for D0.5cc and 0.29/0.33 Gy for D99%. The results demonstrate the accuracy of the method and its potential in supporting MRI only radiotherapy treatment planning.


Subject(s)
Pelvic Bones/diagnostic imaging , Pelvic Neoplasms/diagnostic imaging , Pelvic Neoplasms/radiotherapy , Radiographic Image Interpretation, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Female , Humans , Magnetic Resonance Imaging/methods , Models, Theoretical , Pelvic Neoplasms/pathology , Prospective Studies , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/methods
7.
Int J Radiat Oncol Biol Phys ; 96(3): 645-52, 2016 11 01.
Article in English | MEDLINE | ID: mdl-27681761

ABSTRACT

PURPOSE: Strategies to reduce the toxicities of head and neck radiation (ie, dysphagia [difficulty swallowing] and xerostomia [dry mouth]) are currently underway. However, the predicted benefit of dose and planning target volume (PTV) reduction strategies is unknown. The purpose of the present study was to compare the normal tissue complication probabilities (NTCP) for swallowing and salivary structures in standard plans (70 Gy [P70]), dose-reduced plans (60 Gy [P60]), and plans eliminating the PTV margin. METHODS AND MATERIALS: A total of 38 oropharyngeal cancer (OPC) plans were analyzed. Standard organ-sparing volumetric modulated arc therapy plans (P70) were created and then modified by eliminating the PTVs and treating the clinical tumor volumes (CTVs) only (C70) or maintaining the PTV but reducing the dose to 60 Gy (P60). NTCP dose models for the pharyngeal constrictors, glottis/supraglottic larynx, parotid glands (PGs), and submandibular glands (SMGs) were analyzed. The minimal clinically important benefit was defined as a mean change in NTCP of >5%. The P70 NTCP thresholds and overlap percentages of the organs at risk with the PTVs (56-59 Gy, vPTV56) were evaluated to identify the predictors for NTCP improvement. RESULTS: With the P60 plans, only the ipsilateral PG (iPG) benefited (23.9% vs 16.2%; P<.01). With the C70 plans, only the iPG (23.9% vs 17.5%; P<.01) and contralateral SMG (cSMG) (NTCP 32.1% vs 22.9%; P<.01) benefited. An iPG NTCP threshold of 20% and 30% predicted NTCP benefits for the P60 and C70 plans, respectively (P<.001). A cSMG NTCP threshold of 30% predicted for an NTCP benefit with the C70 plans (P<.001). Furthermore, for the iPG, a vPTV56 >13% predicted benefit with P60 (P<.001) and C70 (P=.002). For the cSMG, a vPTV56 >22% predicted benefit with C70 (P<.01). CONCLUSIONS: PTV elimination and dose-reduction lowered the NTCP of the iPG, and PTV elimination lowered the NTCP of the cSMG. NTCP thresholds and the percentage of overlap of the PTV with organs at risk can predict which patients will benefit and inform future clinical trial design.


Subject(s)
Digestive System Diseases/epidemiology , Organ Sparing Treatments/methods , Oropharyngeal Neoplasms/epidemiology , Oropharyngeal Neoplasms/radiotherapy , Radiation Injuries/epidemiology , Radiotherapy Planning, Computer-Assisted/methods , Computer Simulation , Digestive System Diseases/prevention & control , Dose-Response Relationship, Radiation , Humans , Incidence , Michigan/epidemiology , Models, Statistical , Organ Sparing Treatments/statistics & numerical data , Organs at Risk/radiation effects , Oropharyngeal Neoplasms/pathology , Prognosis , Radiation Injuries/prevention & control , Radiotherapy Dosage , Reproducibility of Results , Risk Assessment/methods , Sensitivity and Specificity , Treatment Outcome , Tumor Burden/radiation effects
8.
Int J Radiat Oncol Biol Phys ; 93(5): 1154-61, 2015 Dec 01.
Article in English | MEDLINE | ID: mdl-26581151

ABSTRACT

PURPOSE: The purpose of this study was to assess the dosimetric accuracy of synthetic CT (MRCT) volumes generated from magnetic resonance imaging (MRI) data for focal brain radiation therapy. METHODS AND MATERIALS: A study was conducted in 12 patients with gliomas who underwent both MR and CT imaging as part of their simulation for external beam treatment planning. MRCT volumes were generated from MR images. Patients' clinical treatment planning directives were used to create 12 individual volumetric modulated arc therapy (VMAT) plans, which were then optimized 10 times on each of their respective CT and MRCT-derived electron density maps. Dose metrics derived from optimization criteria, as well as monitor units and gamma analyses, were evaluated to quantify differences between the imaging modalities. RESULTS: Mean differences between planning target volume (PTV) doses on MRCT and CT plans across all patients were 0.0% (range: -0.1 to 0.2%) for D(95%); 0.0% (-0.7 to 0.6%) for D(5%); and -0.2% (-1.0 to 0.2%) for D(max). MRCT plans showed no significant changes in monitor units (-0.4%) compared to CT plans. Organs at risk (OARs) had average D(max) differences of 0.0 Gy (-2.2 to 1.9 Gy) over 85 structures across all 12 patients, with no significant differences when calculated doses approached planning constraints. CONCLUSIONS: Focal brain VMAT plans optimized on MRCT images show excellent dosimetric agreement with standard CT-optimized plans. PTVs show equivalent coverage, and OARs do not show any overdose. These results indicate that MRI-derived synthetic CT volumes can be used to support treatment planning of most patients treated for intracranial lesions.


Subject(s)
Brain Neoplasms/radiotherapy , Glioma/radiotherapy , Magnetic Resonance Imaging/methods , Multimodal Imaging/methods , Radiotherapy, Image-Guided/methods , Radiotherapy, Intensity-Modulated/methods , Tomography, X-Ray Computed/methods , Brain Neoplasms/pathology , Humans , Organs at Risk/radiation effects , Prospective Studies , Radiation Dosage , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted/methods , Reproducibility of Results , Tumor Burden
9.
Int J Radiat Oncol Biol Phys ; 89(5): 973-980, 2014 Aug 01.
Article in English | MEDLINE | ID: mdl-24803039

ABSTRACT

PURPOSE: To describe voice and speech quality changes and their predictors in patients with locally advanced oropharyngeal cancer treated on prospective clinical studies of organ-preserving chemotherapy-intensity modulated radiation therapy (chemo-IMRT). METHODS AND MATERIALS: Ninety-one patients with stage III/IV oropharyngeal cancer were treated on 2 consecutive prospective studies of definitive chemoradiation using whole-field IMRT from 2003 to 2011. Patient-reported voice and speech quality were longitudinally assessed from before treatment through 24 months using the Communication Domain of the Head and Neck Quality of Life (HNQOL-C) instrument and the Speech question of the University of Washington Quality of Life (UWQOL-S) instrument, respectively. Factors associated with patient-reported voice quality worsening from baseline and speech impairment were assessed. RESULTS: Voice quality decreased maximally at 1 month, with 68% and 41% of patients reporting worse HNQOL-C and UWQOL-S scores compared with before treatment, and improved thereafter, recovering to baseline by 12-18 months on average. In contrast, observer-rated larynx toxicity was rare (7% at 3 months; 5% at 6 months). Among patients with mean glottic larynx (GL) dose ≤20 Gy, >20-30 Gy, >30-40 Gy, >40-50 Gy, and >50 Gy, 10%, 32%, 25%, 30%, and 63%, respectively, reported worse voice quality at 12 months compared with before treatment (P=.011). Results for speech impairment were similar. Glottic larynx dose, N stage, neck dissection, oral cavity dose, and time since chemo-IMRT were univariately associated with either voice worsening or speech impairment. On multivariate analysis, mean GL dose remained independently predictive for both voice quality worsening (8.1%/Gy) and speech impairment (4.3%/Gy). CONCLUSIONS: Voice quality worsening and speech impairment after chemo-IMRT for locally advanced oropharyngeal cancer were frequently reported by patients, underrecognized by clinicians, and independently associated with GL dose. These findings support reducing mean GL dose to as low as reasonably achievable, aiming at ≤20 Gy when the larynx is not a target.


Subject(s)
Chemoradiotherapy/adverse effects , Larynx/radiation effects , Organ Sparing Treatments/adverse effects , Radiotherapy, Intensity-Modulated/adverse effects , Speech/radiation effects , Tongue Neoplasms/therapy , Tonsillar Neoplasms/therapy , Voice Quality/radiation effects , Adult , Aged , Chemoradiotherapy/methods , Female , Glottis/drug effects , Glottis/radiation effects , Humans , Larynx/drug effects , Male , Middle Aged , Neck Dissection/adverse effects , Observer Variation , Organ Sparing Treatments/methods , Prospective Studies , Quality of Life , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/methods , Speech/drug effects , Speech Disorders/etiology , Tongue Neoplasms/pathology , Tonsillar Neoplasms/pathology , Voice Disorders/etiology , Voice Quality/drug effects
10.
Int J Radiat Oncol Biol Phys ; 87(4): 676-82, 2013 Nov 15.
Article in English | MEDLINE | ID: mdl-24035328

ABSTRACT

PURPOSE: Doses actually delivered to the parotid glands during radiation therapy often exceed planned doses. We hypothesized that the delivered doses correlate better with parotid salivary output than the planned doses, used in all previous studies, and that determining these correlations will help make decisions regarding adaptive radiation therapy (ART) aimed at reducing the delivered doses. METHODS AND MATERIALS: In this prospective study, oropharyngeal cancer patients treated definitively with chemoirradiation underwent daily cone-beam computed tomography (CBCT) with clinical setup alignment based on the C2 posterior edge. Parotid glands in the CBCTs were aligned by deformable registration to calculate cumulative delivered doses. Stimulated salivary flow rates were measured separately from each parotid gland pretherapy and periodically posttherapy. RESULTS: Thirty-six parotid glands of 18 patients were analyzed. Average mean planned doses was 32 Gy, and differences from planned to delivered mean gland doses were -4.9 to +8.4 Gy, median difference +2.2 Gy in glands in which delivered doses increased relative to planned. Both planned and delivered mean doses were significantly correlated with posttreatment salivary outputs at almost all posttherapy time points, without statistically significant differences in the correlations. Large dispersions (on average, SD 3.6 Gy) characterized the dose-effect relationships for both. The differences between the cumulative delivered doses and planned doses were evident at first fraction (r=.92, P<.0001) because of complex setup deviations (eg, rotations and neck articulations), uncorrected by the translational clinical alignments. CONCLUSIONS: After daily translational setup corrections, differences between planned and delivered doses in most glands were small relative to the SDs of the dose-saliva data, suggesting that ART is not likely to gain measurable salivary output improvement in most cases. These differences were observed at first treatment, indicating potential benefit for more complex setup corrections or adaptive interventions in the minority of patients with large deviations detected early by CBCT.


Subject(s)
Organs at Risk/radiation effects , Oropharyngeal Neoplasms/radiotherapy , Parotid Gland/radiation effects , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/methods , Salivation/radiation effects , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carboplatin/administration & dosage , Chemoradiotherapy/adverse effects , Chemoradiotherapy/methods , Cone-Beam Computed Tomography/methods , Dose-Response Relationship, Radiation , Female , Head and Neck Neoplasms/radiotherapy , Humans , Male , Middle Aged , Organs at Risk/diagnostic imaging , Oropharyngeal Neoplasms/diagnostic imaging , Oropharyngeal Neoplasms/drug therapy , Oropharyngeal Neoplasms/pathology , Paclitaxel/administration & dosage , Parotid Gland/metabolism , Prospective Studies , Radiotherapy Dosage , Radiotherapy Setup Errors/prevention & control , Radiotherapy, Intensity-Modulated/adverse effects , Saliva/metabolism
11.
Int J Radiat Oncol Biol Phys ; 85(1): 230-6, 2013 Jan 01.
Article in English | MEDLINE | ID: mdl-22554583

ABSTRACT

PURPOSE: To study the impact of daily rotations and translations of the prostate on dosimetric coverage during radiation therapy (RT). METHODS AND MATERIALS: Real-time tracking data for 26 patients were obtained during RT. Intensity modulated radiation therapy plans meeting RTOG 0126 dosimetric criteria were created with 0-, 2-, 3-, and 5-mm planning target volume (PTV) margins. Daily translations and rotations were used to reconstruct prostate delivered dose from the planned dose. D95 and V79 were computed from the delivered dose to evaluate target coverage and the adequacy of PTV margins. Prostate equivalent rotation is a new metric introduced in this study to quantify prostate rotations by accounting for prostate shape and length of rotational lever arm. RESULTS: Large variations in prostate delivered dose were seen among patients. Adequate target coverage was met in 39%, 65%, and 84% of the patients for plans with 2-, 3-, and 5-mm PTV margins, respectively. Although no correlations between prostate delivered dose and daily rotations were seen, the data showed a clear correlation with prostate equivalent rotation. CONCLUSIONS: Prostate rotations during RT could cause significant underdosing even if daily translations were managed. These rotations should be managed with rotational tolerances based on prostate equivalent rotations.


Subject(s)
Electromagnetic Fields , Movement , Prostate/radiation effects , Prostatic Neoplasms/radiotherapy , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/methods , Humans , Male , Prostate/anatomy & histology , Prostatic Neoplasms/pathology , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Image-Guided/methods , Rotation , Tumor Burden
12.
Int J Radiat Oncol Biol Phys ; 84(2): e245-9, 2012 Oct 01.
Article in English | MEDLINE | ID: mdl-22583602

ABSTRACT

PURPOSE: To evaluate the variability of organ at risk (OAR) delineation and the resulting impact on intensity modulated radiation therapy (IMRT) treatment plan optimization in head-and-neck cancer. METHODS AND MATERIALS: An expert panel of 3 radiation oncologists jointly delineated OARs, including the parotid and submandibular glands (SM), pharyngeal constrictors (PC), larynx, and glottis (GL), in 10 patients with advanced oropharynx cancer in 3 contouring sessions, spaced at least 1 week apart. Contour variability and uncertainty, as well as their dosimetric impact on IMRT planning for each case, were assessed. RESULTS: The mean difference in total volume for each OAR was 1 cm(3) (σ 0.5 cm(3)). Mean fractional overlap was 0.7 (σ 0.1) and was highest (0.8) for the larynx and bilateral SMs and parotids and lowest (0.5) for PC. There were considerable spatial differences in contours, with the ipsilateral parotid and PC displaying the most variability (0.9 cm), which was most prominent in cases in which tumors obliterated fat planes. Both SMs and GL had the smallest differences (0.5 cm). The mean difference in OAR dose was 0.9 Gy (range 0.6-1.1 Gy, σ 0.1 Gy), with the smallest difference for GL and largest for both SMs and the larynx. CONCLUSIONS: Despite substantial difference in OAR contours, optimization was barely affected, with a 0.9-Gy mean difference between optimizations, suggesting relative insensitivity of dose distributions for IMRT of oropharynx cancer to the extent of OARs.


Subject(s)
Organs at Risk/diagnostic imaging , Oropharyngeal Neoplasms/radiotherapy , Radiotherapy, Intensity-Modulated , Consensus , Glottis/diagnostic imaging , Glottis/radiation effects , Humans , Larynx/diagnostic imaging , Larynx/radiation effects , Organ Size , Organs at Risk/radiation effects , Oropharyngeal Neoplasms/diagnostic imaging , Parotid Gland/diagnostic imaging , Parotid Gland/radiation effects , Pharyngeal Muscles/diagnostic imaging , Pharyngeal Muscles/radiation effects , Prospective Studies , Radiography , Radiotherapy Planning, Computer-Assisted , Radiotherapy, Image-Guided/methods , Submandibular Gland/diagnostic imaging , Submandibular Gland/radiation effects
13.
Int J Radiat Oncol Biol Phys ; 83(5): 1528-33, 2012 Aug 01.
Article in English | MEDLINE | ID: mdl-22284690

ABSTRACT

PURPOSE: We have observed a higher rate of Lhermitte sign (LS) after chemo-intensity-modulated radiotherapy (IMRT) of head-and-neck cancer than the published rates after conventional radiotherapy. We hypothesized that the inhomogeneous spinal cord dose distributions produced by IMRT caused a "bath-and-shower" effect, characterized by low doses in the vicinity of high doses, reducing spinal cord tolerance. METHODS AND MATERIALS: Seventy-three patients with squamous cell carcinoma of the oropharynx participated in a prospective study of IMRT concurrent with weekly carboplatin and paclitaxel. Of these, 15 (21%) reported LS during at least 2 consecutive follow-up visits. Mean dose, maximum dose, and partial volume and absolute volume (in milliliters) of spinal cord receiving specified doses (≥10 Gy, ≥20 Gy, ≥30 Gy, and ≥40 Gy), as well as the pattern of dose distributions at the "anatomic" spinal cord (from the base of the skull to the aortic arch) and "plan-related" spinal cord (from the top through the bottom of the planning target volumes), were compared between LS patients and 34 non-LS patients. RESULTS: LS patients had significantly higher spinal cord mean doses, V(30), V(40), and absolute volumes receiving 30 Gy or more and 40 Gy or more compared with the non-LS patients (p < 0.05). The strongest predictors of LS were higher V(40) and higher cord volumes receiving 40 Gy or more (p ≤ 0.007). There was no evidence of larger spinal cord volumes receiving low doses in the vicinity of higher doses (bath-and-shower effect) in LS compared with non-LS patients. CONCLUSIONS: Greater mean dose, V(30), V(40), and cord volumes receiving 30 Gy or more and 40 Gy or more characterized LS compared with non-LS patients. Bath-and-shower effects could not be validated in this study as a potential contributor to LS. The higher-than-expected rates of LS may be because of the specific concurrent chemotherapy agents or more accurate identification of LS in the setting of a prospective study.


Subject(s)
Carcinoma, Squamous Cell/therapy , Chemoradiotherapy/methods , Oropharyngeal Neoplasms/therapy , Radiotherapy, Intensity-Modulated/methods , Spinal Cord/radiation effects , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carboplatin/administration & dosage , Carcinoma, Squamous Cell/pathology , Female , Humans , Male , Middle Aged , Oropharyngeal Neoplasms/pathology , Paclitaxel/administration & dosage , Prospective Studies , Radiation Injuries/diagnostic imaging , Radiation Tolerance , Radiography , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/adverse effects , Spinal Cord/diagnostic imaging
14.
Med Dosim ; 37(3): 240-4, 2012.
Article in English | MEDLINE | ID: mdl-22189029

ABSTRACT

To determine whether residual interfraction seminal vesicle (SV) displacement necessitates specific planning target volume (PTV) margins during fiducial-guided intensity modulated radiation therapy (IMRT) of the prostate. A planning computed tomography (CT) scan and 2 subsequent CT scans were prospectively obtained for 20 prostate cancer patients with intraprostatic fiducial markers. After CT registration, SV displacement relative to the prostate was quantified as a function of margin size for both the proximal (1 cm) SV (PSV) and the full SV (FSV). Two IMRT plans were simulated for each patient (prostate + PSV and prostate + FSV) both with a uniform 5-mm PTV margin. Minimum clinical target volume (CTV) dose (D(min)) and the volume of SV receiving 95% of the prescription dose (V(95%)) were assessed during treatment and compared with the initial plan. In all cases, SV displacement with respect to the prostate was greater for the FSV compared with the PSV. To ensure at least 95% geometrical coverage of the CTV for 90% of patients, margins of 5 and 8 mm were required for the PSV and FSV, respectively. Dosimetrically, residual SV displacement had minimal impact on PSV coverage compared with FSV coverage. For the PSV D(min) was ≥95% of the prescribed dose in 90% of patients with an overall mean V(95%) of 99.6 ± 0.8%; for the FSV D(min) was ≥95% of the prescribed dose in only 45% of patients with a mean V(95%) of 97.9 ± 2.4%. The SVs move differentially from the prostate and exhibit greater variation with increasing distance from the prostate. For plans targeting just the prostate and PSVs, 5-mm PTV expansions are adequate. However, despite daily localization of the prostate, larger PTV margins are required for cases where the intent is to completely cover the FSV.


Subject(s)
Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/radiotherapy , Radiometry/methods , Radiotherapy Planning, Computer-Assisted , Radiotherapy, Conformal/methods , Radiotherapy, Image-Guided/methods , Seminal Vesicles/diagnostic imaging , Fiducial Markers , Humans , Male , Middle Aged , Radiotherapy Dosage , Reproducibility of Results , Sensitivity and Specificity , Tomography, X-Ray Computed/methods , Treatment Outcome
15.
Int J Radiat Oncol Biol Phys ; 83(3): 1007-14, 2012 Jul 01.
Article in English | MEDLINE | ID: mdl-22056067

ABSTRACT

PURPOSE: To assess whether, in addition to sparing the parotid glands (PGs), xerostomia after chemotherapy plus intensity-modulated radiotherapy (chemo-IMRT) for head-and-neck cancer is affected by reducing the dose to the other salivary glands. PATIENTS AND METHODS: In a prospective study, 78 patients with Stage III-IV oropharynx/nasopharynx cancer underwent chemo-IMRT, with the aim of sparing the parts of the bilateral PGs, oral cavity (OC) containing the minor salivary glands, and contralateral submandibular gland (SMG) outside the target (when contralateral level I was not a target). Before therapy and periodically for 24 months, validated patient-reported xerostomia questionnaire (XQ) scores and observer-graded xerostomia scores were recorded. Also, the stimulated and unstimulated saliva was measured selectively from each of the PGs and SMGs. The mean OC doses served as surrogates of minor salivary gland dysfunction. Regression models assessed the XQ and observer-graded xerostomia predictors. RESULTS: Statistically significant predictors of the XQ score on univariate analysis included the OC, PG, and SMG mean doses and the baseline XQ score, time since RT, and both stimulated and unstimulated PG saliva flow rates. Similar factors were statistically significant predictors of observer-graded xerostomia. The OC, PG, and SMG mean doses were moderately intercorrelated (r = 0.47-0.55). On multivariate analyses, after adjusting for the PG and SMG doses, the OC mean dose (p < .0001), interval from RT (p < .0001), and stimulated PG saliva (p < .0025) were significant predictors of the XQ scores and the OC mean dose and time for observer-graded xerostomia. Although scatter plots showed no thresholds, an OC mean dose of <40 Gy and contralateral SMG mean dose of <50 Gy were each associated with low patient-reported and observer-rated xerostomia at almost all post-therapy points. CONCLUSION: The PG, SMG, and OC mean doses were significant predictors of both patient-reported and observer-rated xerostomia after chemo-IMRT, with OC doses remaining significant after adjusting for the PG and SMG doses. These results support efforts to spare all the salivary glands by IMRT, beyond the PGs alone.


Subject(s)
Chemoradiotherapy/methods , Nasopharyngeal Neoplasms/therapy , Organ Sparing Treatments/methods , Oropharyngeal Neoplasms/therapy , Radiotherapy, Intensity-Modulated/methods , Salivary Glands/radiation effects , Xerostomia/prevention & control , Analysis of Variance , Chemoradiotherapy/adverse effects , Humans , Observer Variation , Organ Sparing Treatments/adverse effects , Parotid Gland/radiation effects , Prospective Studies , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/adverse effects , Saliva/metabolism , Salivary Glands/metabolism , Salivary Glands, Minor/metabolism , Salivary Glands, Minor/radiation effects , Surveys and Questionnaires
16.
Int J Radiat Oncol Biol Phys ; 83(4): 1257-63, 2012 Jul 15.
Article in English | MEDLINE | ID: mdl-22099042

ABSTRACT

PURPOSE: We investigated the clinical and dosimetric predictors for radiation-associated femoral fractures in patients with proximal lower extremity soft tissue sarcomas (STS). METHODS AND MATERIALS: We examined 131 patients with proximal lower extremity STS who received limb-sparing surgery and external-beam radiation therapy between 1985 and 2006. Five (4%) patients sustained pathologic femoral fractures. Dosimetric analysis was limited to 4 fracture patients with full three-dimensional dose information, who were compared with 59 nonfracture patients. The mean doses and volumes of bone (V(d)) receiving specified doses (≥30 Gy, 45 Gy, 60 Gy) at the femoral body, femoral neck, intertrochanteric region, and subtrochanteric region were compared. Clinical predictive factors were also evaluated. RESULTS: Of 4 fracture patients in our dosimetric series, there were three femoral neck fractures with a mean dose of 57.6 ± 8.9 Gy, V30 of 14.5 ± 2.3 cc, V45 of 11.8 ± 1.1 cc, and V60 of 7.2 ± 2.2 cc at the femoral neck compared with 22.9 ± 20.8 Gy, 4.8 ± 5.6 cc, 2.5 ± 3.9 cc, and 0.8 ± 2.7 cc, respectively, for nonfracture patients (p < 0.03 for all). The femoral neck fracture rate was higher than at the subtrochanteric region despite lower mean doses at these subregions. All fracture sites received mean doses greater than 40 Gy. Also, with our policy of prophylactic femoral intramedullary nailing for high-risk patients, there was no significant difference in fracture rates between patients with and without periosteal excision. There were no significant differences in age, sex, tumor size, timing of radiation therapy, and use of chemotherapy between fracture and nonfracture patients. CONCLUSIONS: These dose-volume toxicity relationships provide RT optimization goals to guide future efforts for reducing pathologic fracture rates. Prophylactic femoral intramedullary nailing may also reduce fracture risk for susceptible patients.


Subject(s)
Femoral Fractures/etiology , Leg , Organ Sparing Treatments/adverse effects , Radiation Injuries/complications , Sarcoma/radiotherapy , Adult , Aged , Bone Nails , Dose-Response Relationship, Radiation , Female , Femoral Fractures/surgery , Femoral Neck Fractures/etiology , Femoral Neck Fractures/surgery , Femur/radiation effects , Femur/surgery , Fracture Fixation, Intramedullary/methods , Humans , Male , Middle Aged , Organ Sparing Treatments/methods , Radiation Injuries/surgery , Radiotherapy Dosage
17.
Int J Radiat Oncol Biol Phys ; 73(2): 334-40, 2009 Feb 01.
Article in English | MEDLINE | ID: mdl-19147014

ABSTRACT

PURPOSE: To compare dose-volume consequences of the inclusion of various portions of the seminal vesicles (SVs) in the clinical target volume (CTV) in intensity-modulated radiotherapy (IMRT) for patients with prostate cancer. METHODS AND MATERIALS: For 10 patients with prostate cancer, three matched IMRT plans were generated, including 1 cm, 2 cm, or the entire SVs (SV1, SV2, or SVtotal, respectively) in the CTV. Prescription dose (79.2 Gy) and IMRT planning were according to the high-dose arm of the Radiation Therapy Oncology Group (RTOG) 0126 protocol. We compared plans for percentage of rectal volume receiving minimum doses of 60-80 Gy and for rectal normal tissue complication probability (NTCP[R]). RESULTS: There was a detectable increase in rectal dose in SV2 and SVtotal compared with SV1. The magnitude of difference between plans was modest in the high-dose range. In 2 patients, there was underdosing of the planning target volume (PTV) because of constraints on rectal dose in the SVtotal plans. All other plans were compliant with RTOG 0126 protocol requirements. Mean NTCP increased from 14% to 17% and 18% for SV1, SV2, and SV total, respectively. The NTCP correlated with the size of PTV-rectum volume overlap (Pearson's r = 0.86; p < 0.0001), but not with SV volume. CONCLUSIONS: Doubling (1 to 2 cm) or comprehensively increasing (1 cm to full SVs) SV volume included in the CTV for patients with prostate IMRT is achievable in the majority of cases without exceeding RTOG dose-volume limits or underdosing the PTV and results in only a moderate increase in NTCP.


Subject(s)
Prostatic Neoplasms/radiotherapy , Radiation Injuries/etiology , Radiotherapy, Intensity-Modulated/methods , Rectum/radiation effects , Seminal Vesicles/radiation effects , Body Burden , Clinical Protocols , Humans , Male , Probability , Radiotherapy Dosage , Urinary Bladder/radiation effects
18.
Int J Radiat Oncol Biol Phys ; 72(2): 373-82, 2008 Oct 01.
Article in English | MEDLINE | ID: mdl-18337023

ABSTRACT

PURPOSE: Submandibular salivary glands (SMGs) dysfunction contributes to xerostomia after radiotherapy (RT) of head-and-neck (HN) cancer. We assessed SMG dose-response relationships and their implications for sparing these glands by intensity-modulated radiotherapy (IMRT). METHODS AND MATERIALS: A total of 148 HN cancer patients underwent unstimulated and stimulated SMG salivary flow rate measurements selectively from Wharton's duct orifices, before RT and periodically through 24 months after RT. Correlations of flow rates and mean SMG doses were modeled throughout all time points. IMRT replanning in 8 patients whose contralateral level I was not a target incorporated the results in a new cost function aiming to spare contralateral SMGs. RESULTS: Stimulated SMG flow rates decreased exponentially by (1.2%)(Gy) as mean doses increased up to 39 Gy threshold, and then plateaued near zero. At mean doses < or =39 Gy, but not higher, flow rates recovered over time at 2.2%/month. Similarly, the unstimulated salivary flow rates decreased exponentially by (3%)(Gy) as mean dose increased and recovered over time if mean dose was <39 Gy. IMRT replanning reduced mean contralateral SMG dose by average 12 Gy, achieving < or =39 Gy in 5 of 8 patients, without target underdosing, increasing the mean doses to the parotid glands and swallowing structures by average 2-3 Gy. CONCLUSIONS: SMG salivary flow rates depended on mean dose with recovery over time up to a threshold of 39 Gy. Substantial SMG dose reduction to below this threshold and without target underdosing is feasible in some patients, at the expense of modestly higher doses to some other organs.


Subject(s)
Carcinoma, Squamous Cell/radiotherapy , Head and Neck Neoplasms/radiotherapy , Radiation Injuries/prevention & control , Radiotherapy, Intensity-Modulated , Submandibular Gland/radiation effects , Dose-Response Relationship, Radiation , Humans , Radiotherapy Dosage , Salivation , Xerostomia/etiology , Xerostomia/prevention & control
19.
Med Phys ; 34(2): 521-9, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17388169

ABSTRACT

Radiotherapy for pancreatic cancer is limited by the tolerance of local organs at risk (OARs) and frequent overlap of the planning target volume (PTV) and OAR volumes. Using lexicographic ordering (LO), a hierarchical optimization technique, with generalized equivalent uniform dose (gEUD) cost functions, we studied the potential of intensity modulated radiation therapy (IMRT) to increase the dose to pancreatic tumors and to areas of vascular involvement that preclude surgical resection [surgical boost volume (SBV)]. We compared 15 forward planned three-dimensional conformal (3DCRT) and IMRT treatment plans for locally advanced unresectable pancreatic cancer. We created IMRT plans optimized using LO with gEUD-based cost functions that account for the contribution of each part of the resulting inhomogeneous dose distribution. LO-IMRT plans allowed substantial PTV dose escalation compared with 3DCRT; median increase from 52 Gy to 66 Gy (a=-5,p<0.005) and median increase from 50 Gy to 59 Gy (a=-15,p<0.005). LO-IMRT also allowed increases to 85 Gy in the SBV, regardless of a value, along with significant dose reductions in OARs. We conclude that LO-IMRT with gEUD cost functions could allow dose escalation in pancreas tumors with concomitant reduction in doses to organs at risk as compared with traditional 3DCRT.


Subject(s)
Algorithms , Pancreatic Neoplasms/radiotherapy , Radiation Injuries/etiology , Radiometry/methods , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Conformal/methods , Risk Assessment/methods , Computer Simulation , Dose Fractionation, Radiation , Dose-Response Relationship, Radiation , Humans , Models, Biological , Radiation Injuries/prevention & control , Radiation Protection , Radiotherapy Dosage , Relative Biological Effectiveness , Risk Factors
20.
Int J Radiat Oncol Biol Phys ; 68(2): 396-402, 2007 Jun 01.
Article in English | MEDLINE | ID: mdl-17321069

ABSTRACT

PURPOSE: To assess the prevalence and dosimetric and clinical predictors of mandibular osteoradionecrosis (ORN) in patients with head and neck cancer who underwent a pretherapy dental evaluation and prophylactic treatment according to a uniform policy and were treated with intensity-modulated radiotherapy (IMRT). METHODS AND MATERIALS: Between 1996 and 2005, all patients with head-and-neck cancer treated with parotid gland-sparing IMRT in prospective studies underwent a dental examination and prophylactic treatment according to a uniform policy that included extractions of high-risk, periodontally involved, and nonrestorable teeth in parts of the mandible expected to receive high radiation doses, fluoride supplements, and the placement of guards aiming to reduce electron backscatter off metal teeth restorations. The IMRT plans included dose constraints for the maximal mandibular doses and reduced mean parotid gland and noninvolved oral cavity doses. A retrospective analysis of Grade 2 or worse (clinical) ORN was performed. RESULTS: A total of 176 patients had a minimal follow-up of 6 months. Of these, 31 (17%) had undergone teeth extractions before RT and 13 (7%) after RT. Of the 176 patients, 75% and 50% had received >or=65 Gy and >or=70 Gy to >or=1% of the mandibular volume, respectively. Falloff across the mandible characterized the dose distributions: the average gradient (in the axial plane containing the maximal mandibular dose) was 11 Gy (range, 1-27 Gy; median, 8 Gy). At a median follow-up of 34 months, no cases of ORN had developed (95% confidence interval, 0-2%). CONCLUSION: The use of a strict prophylactic dental care policy and IMRT resulted in no case of clinical ORN. In addition to the dosimetric advantages offered by IMRT, meticulous dental prophylactic care is likely an essential factor in reducing ORN risk.


Subject(s)
Dental Care , Head and Neck Neoplasms/radiotherapy , Mandibular Diseases/prevention & control , Osteoradionecrosis/prevention & control , Radiotherapy, Intensity-Modulated/adverse effects , Adult , Aged , Aged, 80 and over , Dental Prophylaxis/methods , Female , Humans , Male , Mandibular Diseases/epidemiology , Mandibular Diseases/etiology , Middle Aged , Osteoradionecrosis/epidemiology , Osteoradionecrosis/etiology , Prevalence , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/standards , Retrospective Studies , Tooth Extraction
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