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1.
Adv Radiat Oncol ; 8(2): 101166, 2023.
Article in English | MEDLINE | ID: mdl-36845614

ABSTRACT

Purpose: Hypofractionated stereotactic radiosurgery (HF-SRS) with or without surgical resection is potentially a preferred treatment for larger or symptomatic brain metastases (BMs). Herein, we report clinical outcomes and predictive factors following HF-SRS. Methods and Materials: Patients undergoing HF-SRS for intact (iHF-SRS) or resected (rHF-SRS) BMs from 2008 to 2018 were retrospectively identified. Linear accelerator-based image-guided HF-SRS consisted of 5 fractions at 5, 5.5, or 6 Gy per fraction. Time to local progression (LP), time to distant brain progression (DBP), and overall survival (OS) were calculated. Cox models assessed effect of clinical factors on OS. Fine and Gray's cumulative incidence model for competing events examined effect of factors on LP and DBP. The occurrence of leptomeningeal disease (LMD) was determined. Logistic regression examined predictors of LMD. Results: Among 445 patients, median age was 63.5 years; 87% had Karnofsky performance status ≥70. Fifty-three % of patients underwent surgical resection, and 75% received 5 Gy per fraction. Patients with resected BMs had higher Karnofsky performance status (90-100, 41 vs 30%), less extracranial disease (absent, 25 vs 13%), and fewer BMs (multiple, 32 vs 67%). Median diameter of the dominant BM was 3.0 cm (interquartile range, 1.8-3.6 cm) for intact BMs and 4.6 cm (interquartile range, 3.9-5.5 cm) for resected BMs. Median OS was 5.1 months (95% confidence interval [CI], 4.3-6.0) following iHF-SRS and 12.8 months (95% CI, 10.8-16.2) following rHF-SRS (P < .01). Cumulative LP incidence was 14.5% at 18 months (95% CI, 11.4-18.0%), significantly associated with greater total GTV (hazard ratio, 1.12; 95% CI, 1.05-1.20) following iFR-SRS, and with recurrent versus newly diagnosed BMs across all patients (hazard ratio, 2.28; 95% CI, 1.01-5.15). Cumulative DBP incidence was significantly greater following rHF-SRS than iHF-SRS (P = .01), with respective 24-month rates of 50.0 (95% CI, 43.3-56.3) and 35.7% (95% CI, 29.2-42.2). LMD (57 events total; 33% nodular, 67% diffuse) was observed in 17.1% of rHF-SRS and 8.1% of iHF-SRS cases (odds ratio, 2.46; 95% CI, 1.34-4.53). Any radionecrosis and grade 2+ radionecrosis events were observed in 14 and 8% of cases, respectively. Conclusions: HF-SRS demonstrated favorable rates of LC and radionecrosis in postoperative and intact settings. Corresponding LMD and RN rates were comparable to those of other studies.

2.
J Radiosurg SBRT ; 8(1): 21-26, 2022.
Article in English | MEDLINE | ID: mdl-35387408

ABSTRACT

Purpose: The epidural space is a frequent site of cancer recurrence after spine stereotactic radiosurgery (SSRS). This may be due to microscopic disease in the epidural space which is underdosed to obey strict spinal cord dose constraints. We hypothesized that the epidural space could be purposefully irradiated to prescription dose levels, potentially reducing the risk of recurrence in the epidural space without increasing toxicity. Methods and materials: SSRS clinical treatment plans with spinal cord contours, spinal planning target volumes (PTVspine), and delivered dose distributions were retrospectively identified. An epidural space PTV (PTVepidural) was contoured to avoid the spinal cord and focus on regions near the PTVspine. Clinical plan constraints included PTVspine constraints (D95% and D5%, based on prescription dose) and spinal cord constraints (Dmax < 1300 cGy, D10% < 1000 cGy). Plans were revised with three prescriptions of 1800, 2000 and 2400 cGy in two sets, with one set of revisions (supplemented plans) designed to additionally target the PTVepidural by optimizing PTVepidural D95% in addition to meeting every clinical plan constraint. Clinical and revised plans were compared according to their PTVepidural DVH distributions, and D95% distributions. Results: Seventeen SSRS plans meeting the above criteria were identified. Supplemented plans had higher doses to the epidural low-dose regions at all prescription levels. Epidural PTV D95% values for the supplemented plans were all statistically significantly different from the values of the base plans (p < 10-4). The epidural PTV D95% increases depended on the initial prescription, increasing from 11.52 to 16.90 Gy, 12.23 to 18.85 Gy, and 13.87 to 19.54 Gy for target prescriptions of 1800, 2000 and 2400 cGy, respectively. Conclusions: Purposefully targeting the epidural space in SSRS may increase control in the epidural space without significantly increasing the risk of spinal cord toxicity. A clinical trial of this approach should be considered.

3.
Clin Lung Cancer ; 23(2): 177-184, 2022 03.
Article in English | MEDLINE | ID: mdl-34301453

ABSTRACT

OBJECTIVES: To develop and validate a nomogram that predicts overall survival (OS) for patients with early-stage non-small cell lung cancer (NSCLC) treated with stereotactic ablative radiotherapy (SABR) vs. observation. MATERIALS AND METHODS: Adults with biopsy-proven T1-T2N0 NCSLC treated with SABR (30-70 Gy in 1-10 fractions with biologically effective dose ≥100 Gy10) or observation between 2004 and 2015 in the National Cancer Database (NCDB) were identified. Propensity score was used to match SABR and observation cohorts on prognostic demographic and clinicopathologic factors identified by logistic regression. Using backward selection, a multivariable Cox proportional hazard was identified predicting 2- and 5-year OS via a nomogram. Model prediction accuracy was assessed by time-dependent receiver operating characteristic (ROC) curves and integrated area under the ROC curve (AUC) analysis. RESULTS: A total of 22,073 adults met inclusion criteria and 4418 matched pairs (total n = 8836) were identified for nomogram development. The factors most strongly associated with improved OS on multivariable analysis included younger age (HR 0.82 by decade, P < .001), female sex (HR 0.81, P < .001), lower comorbidity index (HR 0.65 for 0 vs. ≥3, P < .001), smaller tumor size (HR 0.60 for ≤3 cm vs. 5.1-7 cm, P < .001), adenocarcinoma histology (P < .001), and receipt of SABR (P < .001). Interaction between SABR and histology was significantly associated with OS (P = .017). Relative to adenocarcinoma, patients with squamous cell carcinoma who were observed (HR 1.44, 95% CI 1.33-1.56) or treated with SABR (HR 1.24, 95% CI 1.14-1.35) had significantly worse OS. The nomogram demonstrated fair accuracy for predicting OS, with an integrated time-dependent AUC of 0.694 over the entire follow-up period. CONCLUSION: This nomogram estimates OS at 2 and 5 years based on whether medically inoperable early-stage NSCLC patients receive SABR or elect for observation. Incorporation of other variables not captured within the NCDB may improve the model accuracy.


Subject(s)
Carcinoma, Non-Small-Cell Lung/surgery , Lung Neoplasms/surgery , Nomograms , Radiosurgery/methods , Adult , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Treatment Outcome
4.
Adv Radiat Oncol ; 6(6): 100760, 2021.
Article in English | MEDLINE | ID: mdl-34934856

ABSTRACT

PURPOSE: To examine the effectiveness and safety of single-isocenter multitarget stereotactic radiosurgery using a volume-adapted dosing strategy in patients with 4 to 10 brain metastases. METHODS AND MATERIALS: Adult patients with 4 to 10 brain metastases were eligible for this prospective trial. The primary endpoint was overall survival. Secondary endpoints were local recurrence, distant brain failure, neurologic death, and rate of adverse events. Exploratory objectives were neurocognition, quality of life, dosimetric data, salvage rate, and radionecrosis. Dose was prescribed in a single fraction per RTOG 90-05 or as 5 Gy × 5 fractions for lesions ≥3 cm diameter, lesions involving critical structures, or single-fraction brain V12Gy >20 mL. RESULTS: Forty patients were treated with median age of 61 years, Karnofsky performance status 90, and 6 brain metastases. Twenty-two patients survived longer than expected from the time of protocol SRS, with 1 living patient who has not reached that milestone. Median overall survival was 8.1 months with a 1-year overall survival of 35.7%. The 1-year local recurrence rate was 5% (10 of 204 of evaluable lesions) in 12.5% (4 of 32) of the patients. Distant brain failure was observed in 19 of 32 patients with a 1-year rate of 35.8%. Grade 1-2 headache was the most common complaint, with no grade 3-5 treatment-related adverse events. Radionecrosis was observed in only 5 lesions, with a 1-year rate of 1.5%. Rate of neurologic death was 20%. Neurocognition and quality of life did not significantly change 3 months after SRS compared with pretreatment. CONCLUSIONS: These results suggest that volume-adapted dosing single-isocenter multitarget stereotactic radiosurgery is an effective and safe treatment for patients with 4 to 10 brain metastases.

5.
Transl Lung Cancer Res ; 10(1): 261-273, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33569310

ABSTRACT

BACKGROUND: Combining radiotherapy (RT) and immunotherapy (IT) may enhance outcomes for metastatic non-small cell lung cancer (mNSCLC). However, data on the immunomodulatory effects of extracranial RT remains limited. This retrospective database analysis examined real-world practice patterns, predictors of survival, and comparative effectiveness of extracranial radioimmunotherapy (RT + IT) versus early-incorporation immunotherapy (eIT) in patients with mNSCLC. METHODS: Patients diagnosed with mNSCLC between 2004-2016 treated with eIT or RT + IT were identified in the National Cancer Database. Practice patterns were assessed using Cochrane-Armitrage trend test. Cox proportional hazards and Kaplan-Meier method were used to analyze overall survival (OS). Propensity score matching was performed to account for baseline imbalances. Biologically effective doses (BED) were stratified based on the median (39 Gy10). Stereotactic body radiotherapy (SBRT) was defined as above median BED in ≤5 fractions. RESULTS: eIT utilization increased from 0.3% in 2010 to 13.2% in 2016 (P<0.0001). Rates of RT + eIT increased from 38.8% in 2010 to 49.1% in 2016 among those who received eIT (P<0.0001). Compared to eIT alone, RT + eIT demonstrated worse median OS (11.2 vs. 13.2 months) while SBRT + eIT demonstrated improved median OS (25 vs. 13.2 months) (P<0.0001). There were no significant differences in OS based on sequencing of eIT relative to RT (log-rank P=0.4415) or irradiated site (log-rank P=0.1606). On multivariate analysis, factors associated with improved OS included chemotherapy (HR 0.86, P=0.0058), treatment at academic facilities (HR 0.83, P<0.0001), and SBRT (HR 0.60, P=0.0009); after propensity-score multivariate analysis, SBRT alone showed improved OS (HR 0.28, P<0.0001). CONCLUSIONS: Utilization of RT + eIT in mNSCLC is increasing. SBRT + eIT was associated with improved OS on propensity-score matched analysis. There were no significant differences in OS based on RT + eIT sequencing or site irradiated. Whether these observations reflect patient selection or possible immunomodulatory benefits of RT is unclear and warrants further study.

6.
Phys Med Biol ; 66(4): 045023, 2021 02 11.
Article in English | MEDLINE | ID: mdl-33361574

ABSTRACT

PURPOSE: To investigate the impact of 4D-CBCT image quality on radiomic analysis and the efficacy of using deep learning based image enhancement to improve the accuracy of radiomic features of 4D-CBCT. MATERIAL AND METHODS: In this study, 4D-CT data from 16 lung cancer patients were obtained. Digitally reconstructed radiographs (DRRs) were simulated from the 4D-CT, and then used to reconstruct 4D CBCT using the conventional FDK (Feldkamp et al 1984 J. Opt. Soc. Am. A 1 612-9) algorithm. Different projection numbers (i.e. 72, 120, 144, 180) and projection angle distributions (i.e. evenly distributed and unevenly distributed using angles from real 4D-CBCT scans) were simulated to generate the corresponding 4D-CBCT. A deep learning model (TecoGAN) was trained on 10 patients and validated on 3 patients to enhance the 4D-CBCT image quality to match with the corresponding ground-truth 4D-CT. The remaining 3 patients with different tumor sizes were used for testing. The radiomic features in 6 different categories, including histogram, GLCM, GLRLM, GLSZM, NGTDM, and wavelet, were extracted from the gross tumor volumes of each phase of original 4D-CBCT, enhanced 4D-CBCT, and 4D-CT. The radiomic features in 4D-CT were used as the ground-truth to evaluate the errors of the radiomic features in the original 4D-CBCT and enhanced 4D-CBCT. Errors in the original 4D-CBCT demonstrated the impact of image quality on radiomic features. Comparison between errors in the original 4D-CBCT and enhanced 4D-CBCT demonstrated the efficacy of using deep learning to improve the radiomic feature accuracy. RESULTS: 4D-CBCT image quality can substantially affect the accuracy of the radiomic features, and the degree of impact is feature-dependent. The deep learning model was able to enhance the anatomical details and edge information in the 4D-CBCT as well as removing other image artifacts. This enhancement of image quality resulted in reduced errors for most radiomic features. The average reduction of radiomics errors for 3 patients are 20.0%, 31.4%, 36.7%, 50.0%, 33.6% and 11.3% for histogram, GLCM, GLRLM, GLSZM, NGTDM and Wavelet features. And the error reduction was more significant for patients with larger tumors. The findings were consistent across different respiratory phases, projection numbers, and angle distributions. CONCLUSIONS: The study demonstrated that 4D-CBCT image quality has a significant impact on the radiomic analysis. The deep learning-based augmentation technique proved to be an effective approach to enhance 4D-CBCT image quality to improve the accuracy of radiomic analysis.


Subject(s)
Cone-Beam Computed Tomography , Four-Dimensional Computed Tomography , Image Processing, Computer-Assisted/methods , Algorithms , Artifacts , Humans , Lung Neoplasms/diagnostic imaging , Quality Control
7.
J Neurosurg Spine ; 34(2): 293-302, 2020 Nov 06.
Article in English | MEDLINE | ID: mdl-33157523

ABSTRACT

OBJECTIVE: Stereotactic body radiation therapy (SBRT) offers efficient, noninvasive treatment of spinal neoplasms. Single-fraction (SF) high-dose SBRT has a relatively narrow therapeutic window, while hypofractionated delivery of SBRT may have an improved safety profile with similar efficacy. Because the optimal approach of delivery is unknown, the authors examined whether hypofractionated SBRT improves pain and/or functional outcomes and results in better tumor control compared with SF-SBRT. METHODS: This is a single-institution retrospective study of adult patients with spinal metastases treated with SF- or three-fraction (3F) SBRT from 2008 to 2019. Demographics and baseline characteristics, radiographic data, and posttreatment outcomes at a minimum follow-up of 3 months are reported. RESULTS: Of the 156 patients included in the study, 70 (44.9%) underwent SF-SBRT (median total dose 1700 cGy) and 86 (55.1%) underwent 3F-SBRT (median total dose 2100 cGy). At baseline, a higher proportion of patients in the 3F-SBRT group had a worse baseline profile, including severity of pain (p < 0.05), average use of pain medication (p < 0.001), and functional scores (p < 0.05) compared with the SF-SBRT cohort. At the 3-month follow-up, the 3F-SBRT cohort experienced a greater frequency of improvement in pain compared with the SF-SBRT group (p < 0.05). Furthermore, patients treated with 3F-SBRT demonstrated a higher frequency of improved Karnofsky Performance Scale (KPS) scores (p < 0.05) compared with those treated with SF-SBRT, with no significant difference in the frequency of improvement in modified Rankin Scale scores. Local tumor control did not differ significantly between the two cohorts. CONCLUSIONS: Patients who received spinal 3F-SBRT more frequently achieved significant pain relief and an increased frequency of improvement in KPS compared with those treated with SF-SBRT. Local tumor control was similar in the two groups. Future work is needed to establish the relationship between fractionation schedule and clinical outcomes.

8.
Adv Radiat Oncol ; 5(1): 43-52, 2020.
Article in English | MEDLINE | ID: mdl-32051889

ABSTRACT

PURPOSE: Utilization of stereotactic radiosurgery (SRS) for brain metastases (BM) has increased, prompting reassessment of whole brain radiation therapy (WBRT). A pattern of care analysis of SRS and WBRT dose-fractionations was performed in patients presenting with BM at the time of cancer diagnosis. METHODS AND MATERIALS: Adults with BM at cancer diagnosis between 2010 to 2015 and no prior malignancy were identified in the National Cancer Database. SRS was defined using published thresholds. Short (ShWBRT), standard (StWBRT), and extended (ExWBRT) dose-fractionations were defined as 4 to 9, 10 to 15, and >15 fractions. Radioresistant histology was defined as melanoma, renal cell carcinoma, sarcoma or spindle cell, or gastrointestinal primary. RESULTS: Of 4,087,967 adults with their first lifetime cancer, 90,388 (2.2%) had BM at initial diagnosis. Of these, 11,486 (12.7%) received SRS and 24,262 (26.8%) WBRT as first-course radiation therapy. The proportion of annual WBRT use decreased from 27.8% to 23.5% of newly diagnosed patients, and SRS increased from 8.7% to 17.9%. Common dose-fractionations were 30 Gy in 10 fractions (56.8%) for WBRT and 20 Gy in 1 fraction (13.0%) for SRS. On multivariate analysis, factors significantly associated with SRS versus WBRT included later year of diagnosis (2015 vs 2010, adjusted odds ratio [aOR] = 2.4), radioresistance (aOR = 2.0), academic facility (aOR = 1.9), highest income quartile (aOR = 1.6), chemotherapy administration (aOR = 1.4), and longer travel distance (>15 vs < 5 miles, aOR = 1.4). Linear regression revealed significant ExWBRT reductions (-22.4%/y, R2 = 0.97, P < .001) and no significant change for ShWBRT or StWBRT. Patients were significantly more likely to receive ShWBRT than StWBRT if not treated with chemotherapy (aOR = 3.5). CONCLUSIONS: Utilization of WBRT, particularly ExWBRT, decreased while SRS utilization doubled as the first radiation therapy course in patients with BM at diagnosis. Patients with radioresistant histologies were more likely to receive SRS. Those not receiving chemotherapy, potentially owing to poor performance status, were less likely to receive SRS and more likely to receive ShWBRT.

9.
Cancer ; 126(7): 1390-1406, 2020 04 01.
Article in English | MEDLINE | ID: mdl-31971613

ABSTRACT

Brain metastasis (BM), the most common adult brain tumor, develops in 20% to 40% of patients with late-stage cancer and traditionally are associated with a poor prognosis. The management of patients with BM has become increasingly complex because of new and emerging systemic therapies and advancements in radiation oncology and neurosurgery. Current therapies include stereotactic radiosurgery, whole-brain radiation therapy, surgical resection, laser-interstitial thermal therapy, systemic cytotoxic chemotherapy, targeted agents, and immune-checkpoint inhibitors. Determining the optimal treatment for a specific patient has become increasingly individualized, emphasizing the need for multidisciplinary discussions of patients with BM. Recognizing and addressing the sequelae of BMs and their treatment while maintaining quality of life and neurocognition is especially important because survival for patients with BMs has improved. The authors present current and emerging treatment options for patients with BM and suggest approaches for managing sequelae and disease recurrence.


Subject(s)
Brain Neoplasms/secondary , Brain Neoplasms/therapy , Combined Modality Therapy/methods , Neoplasm Metastasis/therapy , Humans
10.
Clin Lung Cancer ; 21(3): 238-246, 2020 05.
Article in English | MEDLINE | ID: mdl-31757764

ABSTRACT

BACKGROUND: The purpose of this study was to analyze practice patterns and perform comparative effectiveness of definitive radiotherapy techniques for inoperable stage IIB (American Joint Committee on Cancer eighth edition) non-small-cell lung cancer (NSCLC). MATERIALS AND METHODS: Adults in the National Cancer Database diagnosed with T3N0M0 or T1-2N1M0 NCSLC between 2004 and 2015 who received definitive radiotherapy were identified. Cases were divided as stereotactic body radiotherapy (SBRT), hypofractionated radiotherapy (HFRT), or conventionally fractionated radiotherapy (CFRT) and stratified by systemic therapy (ST). Cox proportional hazards models evaluated the effect of covariates on overall survival (OS). Subgroup analysis by tumor size, chest wall invasion, multifocality, and ST use was performed with Kaplan-Meier estimates of OS. RESULTS: A total of 10,081 subjects met inclusion criteria: 4401 T3N0M0 (66.5% CFRT, 11.0% HFRT, and 22.5% SBRT) and 5680 T1-2N1M0 (92.5% CFRT and 7.5% HFRT). For T3N0M0 NSCLC, SBRT utilization increased from 3.7% in 2006% to 35.4% in 2015. Subjects treated with SBRT were more likely to have smaller tumors, multifocal tumors, or adenocarcinoma histology. SBRT resulted in similar or superior OS compared with CFRT for tumors > 5 cm, tumors invading the chest wall, or multifocal tumors. SBRT was significantly associated with improved OS on multivariate analysis (hazard ratio, 0.715; P < .001). For T1-2N1M0 NSCLC, patients treated with HFRT were significantly older and less likely to receive ST; nevertheless, there was no difference in OS between HFRT and CFRT on multivariate analysis. CONCLUSION: CFRT + ST is utilized most frequently to treat stage IIB NSCLC in the United States when surgery is not performed, though it is decreasing. SBRT utilization for T3N0M0 NSCLC is increasing and was associated with improved OS.


Subject(s)
Adenocarcinoma of Lung/mortality , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Squamous Cell/mortality , Lung Neoplasms/mortality , Practice Patterns, Physicians'/statistics & numerical data , Radiosurgery/mortality , Radiotherapy/mortality , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/radiotherapy , Adenocarcinoma of Lung/surgery , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/radiotherapy , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/radiotherapy , Carcinoma, Squamous Cell/surgery , Dose Fractionation, Radiation , Female , Follow-Up Studies , Humans , Lung Neoplasms/pathology , Lung Neoplasms/radiotherapy , Lung Neoplasms/surgery , Male , Middle Aged , Prognosis , Survival Rate
11.
Adv Radiat Oncol ; 4(4): 748-752, 2019.
Article in English | MEDLINE | ID: mdl-31673668

ABSTRACT

PURPOSE: Concurrent chemoradiation therapy (CRT) is the principal treatment modality for locally advanced lung cancer. Cell death due to CRT leads to the release of cell-free DNA (cfDNA) and circulating tumor DNA (ctDNA) into the bloodstream, but the kinetics and characteristics of this process are poorly understood. We hypothesized that there could be clinically meaningful changes in cfDNA and ctDNA during a course of CRT for lung cancer. METHODS AND MATERIALS: Multiple samples of plasma were obtained from 24 patients treated with CRT for locally advanced lung cancer to a mean dose of 66 Gy (range, 58-74 Gy) at the following intervals: before CRT, at weeks 2 and 5 during CRT, and 6 weeks after treatment. cfDNA was quantified, and a novel next generation sequencing (NGS) technique using enhanced tagged/targeted-amplicon sequencing was performed to analyze ctDNA. RESULTS: Patients for whom specific mutations in ctDNA were undetectable at the baseline time point had improved survival, and potentially etiologic driver mutations could be tracked throughout the course of CRT via NGS in multiple patients. We quantified the levels of cfDNA from patients before CRT, at week 2, week 5, and at 6 weeks after treatment. No differences were observed at weeks 2 and 5 of therapy, but we noted a significant increase in cfDNA in the posttreatment follow-up samples compared with samples collected before CRT (P = .05). CONCLUSIONS: Dynamic changes in both cfDNA and ctDNA were observed throughout the course of CRT in patients with locally advanced lung cancer. Specific mutations with therapeutic implications can be identified and tracked using NGS methodologies. Further work is required to characterize the changes in cfDNA and ctDNA over time in patients treated with CRT and to assess the predictive and prognostic potential of this powerful technology.

13.
Phys Med Biol ; 64(2): 025007, 2019 01 08.
Article in English | MEDLINE | ID: mdl-30524018

ABSTRACT

The purpose of this work was to investigate the potential relationship between radiomic features extracted from pre-treatment x-ray CT images and clinical outcomes following stereotactic body radiation therapy (SBRT) for non-small-cell lung cancer (NSCLC). Seventy patients who received SBRT for stage-1 NSCLC were retrospectively identified. The tumor was contoured on pre-treatment free-breathing CT images, from which 43 quantitative radiomic features were extracted to collectively capture tumor morphology, intensity, fine-texture, and coarse-texture. Treatment failure was defined based on cancer recurrence, local cancer recurrence, and non-local cancer recurrence following SBRT. The univariate association between each radiomic feature and each clinical endpoint was analyzed using Welch's t-test, and p-values were corrected for multiple hypothesis testing. Multivariate associations were based on regularized logistic regression with a singular value decomposition to reduce the dimensionality of the radiomics data. Two features demonstrated a statistically significant association with local failure: Homogeneity2 (p = 0.022) and Long-Run-High-Gray-Level-Emphasis (p = 0.048). These results indicate that relatively dense tumors with a homogenous coarse texture might be linked to higher rates of local recurrence. Multivariable logistic regression models produced maximum [Formula: see text] values of [Formula: see text], and [Formula: see text], for the recurrence, local recurrence, and non-local recurrence endpoints, respectively. The CT-based radiomic features used in this study may be more associated with local failure than non-local failure following SBRT for stage I NSCLC. This finding is supported by both univariate and multivariate analyses.


Subject(s)
Carcinoma, Non-Small-Cell Lung/surgery , Lung Neoplasms/surgery , Neoplasm Recurrence, Local/diagnosis , Preoperative Care , Radiosurgery/methods , Tomography, X-Ray Computed/methods , Aged , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Male , Neoplasm Recurrence, Local/diagnostic imaging , Retrospective Studies
14.
Cancer Res ; 79(4): 773-782, 2019 02 15.
Article in English | MEDLINE | ID: mdl-30315114

ABSTRACT

Stereotactic body radiotherapy is utilized to treat lung cancer. The mechanism of tumor response to high-dose radiotherapy (HDRT) is controversial, with competing hypotheses of increased direct tumor cell killing versus indirect effects on stroma including endothelial cells. Here we used dual recombinase technology in a primary murine lung cancer model to test whether tumor cells or endothelial cells are critical HDRT targets. Lenti-Cre deleted one or two copies of ataxia-telangiectasia mutated gene (Atm; KPAFL/+ or KPAFL/FL), whereas adeno-FlpO-infected mice expressed Cre in endothelial cells to delete one or both copies of Atm (KPVAFL/+ or KPVAFL/FL) to modify tumor cell or endothelial cell radiosensitivity, respectively. Deletion of Atm in either tumor cells or endothelial cells had no impact on tumor growth in the absence of radiation. Despite increased endothelial cell death in KPVAFL/FL mice following irradiation, tumor growth delay was not significantly increased. In contrast, a prolonged tumor growth delay was apparent in KPAFL/FL mice. Primary tumor cell lines lacking Atm expression also demonstrated enhanced radiosensitivity as determined via a clonogenic survival assay. These findings indicate that tumor cells, rather than endothelial cells, are critical targets of HDRT in primary murine lung cancer. SIGNIFICANCE: These findings establish radiosensitizing tumor cells rather than endothelial cells as the primary mechanism of tumor response to high-dose radiotherapy, supporting efforts to maximize local control by radiosensitizing tumors cells.See related commentary by Hallahan, p. 704.


Subject(s)
Adenocarcinoma of Lung/radiotherapy , Disease Models, Animal , Endothelial Cells/radiation effects , Lung Neoplasms/radiotherapy , Radiation Tolerance , Adenocarcinoma of Lung/metabolism , Adenocarcinoma of Lung/pathology , Animals , Apoptosis , Ataxia Telangiectasia Mutated Proteins/physiology , Cell Proliferation , Endothelial Cells/metabolism , Endothelial Cells/pathology , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice , Mice, Knockout , Sequence Deletion , Tumor Cells, Cultured
15.
Lung Cancer ; 125: 185-191, 2018 11.
Article in English | MEDLINE | ID: mdl-30429018

ABSTRACT

PURPOSE: To compare sublobar resection and stereotactic body radiation therapy (SBRT) in patients with stage I non-small cell lung cancer (NSCLC). METHODS: Patients undergoing sublobar resection or SBRT for stage I NSCLC from 2007 to 2014 at Duke University Medical Center were evaluated. The primary endpoint of interest was freedom from local recurrence. Kaplan-Meier survival estimates and Cox proportional hazards multivariate analyses were performed. RESULTS: 221 patients with stage I NSCLC undergoing sublobar resection (n = 151; 105 wedge and 46 segmentectomy) or SBRT (n = 70) were evaluated. The majority (89%) of patients receiving SBRT were medically inoperable, and compared with surgical patients, were significantly older (74 vs 70 years, p = 0.019), had higher Charlson Comorbidity Indices (3.7 vs 2.7, p < 0.001), larger tumors (2.4 cm vs 1.7 cm, p < 0.001), and worse baseline pulmonary function. At 3 years, freedom from local recurrence was 90% (95% CI 82-94%) for surgery and 85% (95% CI 65-94%) for SBRT (p = 0.71). While overall survival and disease-free survival were higher in the surgical cohort, no differences were noted in cancer-specific disease-free survival (60% vs. 65%, p = 0.84). On multivariate analysis, higher Charlson Comorbidity Index (HR 1.38, 95% CI 1.19-1.61, p < 0.001) and lower diffusion capacity (HR 0.97, 95% CI 0.96-0.98, p < 0.001) were independently associated with inferior overall survival. No differences in overall survival between surgery and SBRT (HR 1.20, 95% CI 0.74-1.95, p = 0.46) were observed after correcting for baseline imbalances in prognostic factors. CONCLUSIONS: SBRT and sublobar resection provided similar rates of local tumor control and overall clinical outcomes in stage I NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/radiotherapy , Carcinoma, Non-Small-Cell Lung/surgery , Lung Neoplasms/radiotherapy , Lung Neoplasms/surgery , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Lung Neoplasms/pathology , Male , Middle Aged , Multivariate Analysis , Neoplasm Recurrence, Local/radiotherapy , Neoplasm Recurrence, Local/surgery , Neoplasm Staging/methods , Pneumonectomy , Radiosurgery/methods
16.
Anticancer Res ; 38(5): 2875-2881, 2018 05.
Article in English | MEDLINE | ID: mdl-29715111

ABSTRACT

BACKGROUND/AIM: Optimizing treatment of early-stage Hodgkin lymphoma (HL) requires balancing cure with potential acute and late toxicities from treatment. We reviewed our institutional experience with chemotherapy alone (ChT) versus combined modality therapy (CMT). MATERIALS AND METHODS: Patients with stage I-II classical HL in a complete response (CR) by functional imaging after chemotherapy were included. Progression-free survival (PFS) and overall survival (OS) were calculated and a multivariate analysis (MVA) was performed. RESULTS: A total of 136 patients with a CR to chemotherapy were identified. Consolidation radiation therapy (RT) was administered to 117 while 19 received no further therapy. PFS (5 years) was 97% with CMT and 84% with chemotherapy alone (p=0.02). Long-term (10 year) survival was no different (96 vs. 94%, p=0.8). On MVA, CMT improved PFS. Secondary malignancies were rare and no cardiac events were observed. CONCLUSION: Consolidation RT results in superior PFS in early-stage Hodgkin lymphoma with minimal added toxicity.


Subject(s)
Chemoradiotherapy/methods , Hodgkin Disease/drug therapy , Hodgkin Disease/radiotherapy , Adolescent , Adult , Antineoplastic Combined Chemotherapy Protocols , Disease-Free Survival , Female , Hodgkin Disease/mortality , Humans , Kaplan-Meier Estimate , Male , Proportional Hazards Models , Radiotherapy, Adjuvant/methods , Retrospective Studies , Young Adult
17.
Clin Lymphoma Myeloma Leuk ; 18(2): 145-151, 2018 02.
Article in English | MEDLINE | ID: mdl-29358045

ABSTRACT

INTRODUCTION: The purpose of this study was to evaluate the role of consolidation radiation therapy (RT) in advanced Hodgkin lymphoma (HL) in the setting of a complete metabolic response (CR) to chemotherapy (ChT). PATIENTS AND METHODS: Patients with stage III/IV HL treated with ChT alone or combined modality therapy (CMT) between 1992 and 2012 were reviewed. Only patients in a CR according to positron emission tomography-computed tomography (PET-CT) or gallium imaging were included. Clinical end points were estimated using the Kaplan-Meier method and a multivariate analysis using the Cox proportional hazards model was performed. RESULTS: Ninety patients were identified (46 CMT; 44 ChT alone). Median follow-up was 50 months. ChT (median 6 cycles) consisted primarily of ABVD (doxorubicin, bleomycin, vinblastine, and dacarbazine; 74%) or an ABVD hybrid (10%). Post-ChT imaging consisted of PET-CT (71%) or gallium (29%). RT plans primarily included all initially involved sites of disease with a median dose of 21 Gy (range, 13-31 Gy). CMT was associated with improved 5-year progression-free survival (PFS; 88% vs. 65%, respectively; P < .001) and overall survival (97% vs. 78%, respectively; P = .002) compared with ChT alone. In multivariate analysis, age younger than 45 years (hazard ratio [HR], 0.23; 95% confidence interval [CI], 0.07-0.74; P = .013) and CMT (HR, 0.32; 95% CI, 0.11-0.96; P = .04) were independently associated with improved PFS. Secondary malignancies were comparable in both cohorts (5 with CMT, 4 with ChT), whereas cardiac events were slightly more frequent with CMT (5 vs. 2). CONCLUSION: Low-dose RT, administered to all sites of original involvement, was associated with improved PFS, even in the setting of a metabolic CR after ABVD.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hodgkin Disease/diagnostic imaging , Hodgkin Disease/therapy , Positron Emission Tomography Computed Tomography/methods , Adolescent , Adult , Aged , Aged, 80 and over , Chemoradiotherapy , Child , Child, Preschool , Female , Gallium Radioisotopes , Hodgkin Disease/metabolism , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Multivariate Analysis , Radionuclide Imaging/methods , Retrospective Studies , Young Adult
18.
Clin Lung Cancer ; 18(1): e57-e70, 2017 01.
Article in English | MEDLINE | ID: mdl-27477488

ABSTRACT

BACKGROUND: Patients with limited metastases, oligometastases (OMs), might have improved outcomes compared with patients with widespread distant metastases (DMs). The incidence and behavior of OMs from non-small-cell lung cancer (NSCLC) need further characterization. PATIENTS AND METHODS: The medical records of patients who had undergone surgery for stage I-III NSCLC from 1995 to 2009 were retrospectively reviewed. All information pertaining to development of the first metastatic progression was recorded and analyzed. Patients with DMs were categorized into OMs (1-3 lesions potentially amenable to local therapy) and DM subgroups. RESULTS: Of 1719 patients reviewed, 368 (21%) developed DMs with a median follow-up period of 39 months. A single lesion was diagnosed in 115 patients (31%) and 69 (19%) had 2 to 3 lesions (50% oligometastatic). The median survival from the DM diagnosis for oligometastatic and diffuse DM was 12.4 and 6.1 months, respectively (hazard ratio, 0.54; 95% confidence interval, 0.42-0.68; P < .001). Patients with a single metastasis had the longest median survival at 14.7 months. Younger age, OM, the use of chemotherapy for the primary tumor, and DM detection by surveillance imaging were independently associated with improved survival. CONCLUSION: DMs and OMs are common in surgically managed NSCLC. Overall survival appears to be prolonged with OM.


Subject(s)
Adenocarcinoma/surgery , Carcinoma, Large Cell/surgery , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Squamous Cell/surgery , Lung Neoplasms/surgery , Postoperative Complications , Adenocarcinoma/secondary , Adult , Aged , Aged, 80 and over , Carcinoma, Large Cell/secondary , Carcinoma, Non-Small-Cell Lung/secondary , Carcinoma, Squamous Cell/secondary , Disease Management , Disease Progression , Female , Follow-Up Studies , Humans , Lung Neoplasms/pathology , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Staging , Prognosis , Retrospective Studies , Survival Rate , Young Adult
19.
Cancer ; 122(1): 34-41, 2016 Jan 01.
Article in English | MEDLINE | ID: mdl-26599064

ABSTRACT

Surgery has long been the primary curative modality for localized rectal cancer. Neoadjuvant chemoradiation has significantly improved local control rates and, in a significant minority, eradicated all disease. Patients who achieve a pathologic complete response to neoadjuvant therapy have an excellent prognosis, although the combination treatment is associated with long-term morbidity. Because of this, a nonoperative management (NOM) strategy has been pursued to preserve sphincter function in select patients. Clinical and radiographic findings are used to identify patients achieving a clinical complete response to chemoradiation, and they are then followed with intensive surveillance. Incomplete, nonresponding and those demonstrating local progression are referred for salvage with standard surgery. Habr-Gama and colleagues have published extensively on this treatment strategy and have laid the groundwork for this approach. This watch-and-wait strategy has evolved over time, and several groups have now reported their results, including recent prospective experiences. Although initial results appear promising, several significant challenges remain for NOM of rectal cancer. Further study is warranted before routine implementation in the clinic.


Subject(s)
Rectal Neoplasms/drug therapy , Rectal Neoplasms/radiotherapy , Chemoradiotherapy , Humans , Neoadjuvant Therapy , Randomized Controlled Trials as Topic , Watchful Waiting
20.
Int J Radiat Oncol Biol Phys ; 92(1): 54-9, 2015 May 01.
Article in English | MEDLINE | ID: mdl-25863754

ABSTRACT

PURPOSE: The German Hodgkin Study Group (GHSG) trial HD11 established 4 cycles of doxorubicin, bleomycin, vinblastine, and dacarbazine (ABVD) and 30 Gy of radiation therapy (RT) as a standard for early stage (I, II), unfavorable Hodgkin lymphoma (HL). Additional cycles of ABVD may allow for a reduction in RT dose and improved toxicity profile. METHODS AND MATERIALS: Patients treated with combined modality therapy at the Duke Cancer Institute for early stage, unfavorable HL by GHSG criteria from 1994 to 2012 were included. Patients who did not undergo post-chemotherapy functional imaging (positron emission tomography or gallium imaging) or who failed to achieve a complete response were excluded. Clinical outcomes were estimated using the Kaplan-Meier method. Late effects were also evaluated. RESULTS: A total of 90 patients met inclusion criteria for analysis. Median follow-up was 5 years. Chemotherapy consisted primarily of ABVD (88%) with a median number of 6 cycles. The median dose of consolidation RT was 23.4 Gy. Four patients had relapses, 2 of which were in-field. Ten-year progression-free survival (PFS) and overall survival (OS) were 93% (95% confidence interval [CI]: 0.82-0.97) and 98% (95% CI: 0.92-0.99), respectively. For the subset of patients (n=46) who received 5 to 6 cycles of chemotherapy and ≤ 24 Gy, the 10-year PFS and OS values were 88% (95% CI: 70%-96%) and 98% (95% CI: 85% - 99%), respectively. The most common late effect was hypothyroidism (20%) with no cardiac complications. Seven secondary malignancies were diagnosed, with only 1 arising within the RT field. CONCLUSIONS: Lower doses of RT may be sufficient when combined with more than 4 cycles of ABVD for early stage, unfavorable HL and may result in a more favorable toxicity profile than 4 cycles of ABVD and 30 Gy of RT.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hodgkin Disease/drug therapy , Hodgkin Disease/radiotherapy , Adolescent , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Bleomycin/administration & dosage , Combined Modality Therapy/methods , Dacarbazine/administration & dosage , Disease-Free Survival , Doxorubicin/administration & dosage , Female , Hodgkin Disease/diagnostic imaging , Hodgkin Disease/mortality , Hodgkin Disease/pathology , Humans , Hypothyroidism/etiology , Male , Middle Aged , Neoplasm Staging , Neoplasms, Second Primary/etiology , Positron-Emission Tomography , Radiotherapy Dosage , Retrospective Studies , Vinblastine/administration & dosage , Young Adult
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