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Featured researches published by Andrew Warner.


Annals of Oncology | 2013

Stage I–II non-small-cell lung cancer treated using either stereotactic ablative radiotherapy (SABR) or lobectomy by video-assisted thoracoscopic surgery (VATS): outcomes of a propensity score-matched analysis

Naomi E. Verstegen; J.W. Oosterhuis; David A. Palma; George Rodrigues; Frank J. Lagerwaard; A. van der Elst; R. Mollema; W. Van Tets; Andrew Warner; J.J.A. Joosten; M. I. Amir; Cornelis J.A. Haasbeek; Egbert F. Smit; B.J. Slotman; S. Senan

BACKGROUND Video-assisted thoracoscopic surgery (VATS) lobectomy and stereotactic ablative radiotherapy (SABR) are both used for early-stage non-small-cell lung cancer. We carried out a propensity score-matched analysis to compare locoregional control (LRC). PATIENTS AND METHODS VATS lobectomy data from six hospitals were retrospectively accessed; SABR data were obtained from a single institution database. Patients were matched using propensity scores based on cTNM stage, age, gender, Charlson comorbidity score, lung function and performance score. Eighty-six VATS and 527 SABR patients were matched blinded to outcome (1:1 ratio, caliper distance 0.025). Locoregional failure was defined as recurrence in/adjacent to the planning target volume/surgical margins, ipsilateral hilum or mediastinum. Recurrences were either biopsy-confirmed or had to be PET-positive and reviewed by a tumor board. RESULTS The matched cohort consisted of 64 SABR and 64 VATS patients with the median follow-up of 30 and 16 months, respectively. Post-SABR LRC rates were superior at 1 and 3 years (96.8% and 93.3% versus 86.9% and 82.6%, respectively, P = 0.04). Distant recurrences and overall survival (OS) were not significantly different. CONCLUSION This retrospective analysis found a superior LRC after SABR compared with VATS lobectomy, but OS did not differ. Our findings support the need to compare both treatments in a randomized, controlled trial.


International Journal of Radiation Oncology Biology Physics | 2013

Predicting Esophagitis After Chemoradiation Therapy for Non-Small Cell Lung Cancer: An Individual Patient Data Meta-Analysis

David A. Palma; Suresh Senan; Cary Oberije; J. Belderbos; Núria Rodríguez de Dios; Jeffrey D. Bradley; R. Bryan Barriger; Marta Moreno-Jiménez; Tae Hyun Kim; Sara Ramella; Sarah Everitt; Ramesh Rengan; Lawrence B. Marks; Kim De Ruyck; Andrew Warner; George Rodrigues

PURPOSE Concurrent chemoradiation therapy (CCRT) improves survival compared with sequential treatment for locally advanced non-small cell lung cancer, but it increases toxicity, particularly radiation esophagitis (RE). Validated predictors of RE for clinical use are lacking. We performed an individual-patient-data meta-analysis to determine factors predictive of clinically significant RE. METHODS AND MATERIALS After a systematic review of the literature, data were obtained on 1082 patients who underwent CCRT, including patients from Europe, North America, Asia, and Australia. Patients were randomly divided into training and validation sets (2/3 vs 1/3 of patients). Factors predictive of RE (grade≥2 and grade≥3) were assessed using logistic modeling, with the concordance statistic (c statistic) used to evaluate the performance of each model. RESULTS The median radiation therapy dose delivered was 65 Gy, and the median follow-up time was 2.1 years. Most patients (91%) received platinum-containing CCRT regimens. The development of RE was common, scored as grade 2 in 348 patients (32.2%), grade 3 in 185 (17.1%), and grade 4 in 10 (0.9%). There were no RE-related deaths. On univariable analysis using the training set, several baseline factors were statistically predictive of RE (P<.05), but only dosimetric factors had good discrimination scores (c>.60). On multivariable analysis, the esophageal volume receiving ≥60 Gy (V60) alone emerged as the best predictor of grade≥2 and grade≥3 RE, with good calibration and discrimination. Recursive partitioning identified 3 risk groups: low (V60<0.07%), intermediate (V60 0.07% to 16.99%), and high (V60≥17%). With use of the validation set, the predictive model performed inferiorly for the grade≥2 endpoint (c=.58) but performed well for the grade≥3 endpoint (c=.66). CONCLUSIONS Clinically significant RE is common, but life-threatening complications occur in <1% of patients. Although several factors are statistically predictive of RE, the V60 alone provides the best predictive ability. Efforts to reduce the V60 should be prioritized, with further research needed to identify and validate new predictive factors.


Lung Cancer | 2013

Radical treatment of synchronous oligometastatic non-small cell lung carcinoma (NSCLC): Patient outcomes and prognostic factors

Gwendolyn H.M.J. Griffioen; Daniel Toguri; Max Dahele; Andrew Warner; Patricia F. de Haan; George Rodrigues; Ben J. Slotman; Brian Yaremko; Suresh Senan; David A. Palma

OBJECTIVES Metastatic non-small cell lung carcinoma (NSCLC) generally carries a poor prognosis, and systemic therapy is the mainstay of treatment. However, extended survival has been reported in patients presenting with a limited number of metastases, termed oligometastatic disease. We retrospectively reviewed the outcomes of such patients treated at two centers. MATERIALS AND METHODS From September 1999-July 2012, a total of 61 patients with 1-3 synchronous metastases, who were treated with radical intent to all sites of disease, were identified from records of two cancer centers. Treatment was considered radical if it involved surgical resection and/or delivery of radiation doses ≥13 × 3 Gy. RESULTS Besides the primary tumor, 50 patients had a solitary metastasis, 9 had two metastases, and 2 had three metastases. Locations of metastases included the brain (n = 36), bone (n = 11), adrenal (n = 4), contralateral lung (n = 4), extra-thoracic lymph nodes (n = 4), skin (n = 2) and colon (n = 1). Only one patient had metastases in two different organs. Median follow-up was 26.1 months (m), median overall survival (OS) was 13.5m, median progression free survival (PFS) was 6.6m and median survival after first progression (SAFP) was 8.3m. The 1- and 2-year OS were, 54% and 38%, respectively. Significant predictors of improved OS were: smaller radiotherapy planning target volume (PTV) (p = 0.004) and surgery for the primary lung tumor (p < 0.001). Factors associated with improved SAFP included surgery for the primary lung tumor, presence of brain metastases, and absence of bone metastases. No significant differences in outcomes were observed between the two centers. CONCLUSION Radical treatment of selected NSCLC patients presenting with 1-3 synchronous metastases can result in favorable 2-year survivals. Favorable outcomes were associated with intra-thoracic disease status: patients with small radiotherapy treatment volumes or resected disease had the best OS. Future prospective clinical trials, ideally randomized, should evaluate radical treatment strategies in such patients.


Radiotherapy and Oncology | 2013

High-risk CT features for detection of local recurrence after stereotactic ablative radiotherapy for lung cancer

Kitty Huang; Sashendra Senthi; David A. Palma; Femke O.B. Spoelstra; Andrew Warner; Ben J. Slotman; Suresh Senan

BACKGROUND AND PURPOSE Early detection of local recurrences following stereotactic ablative radiotherapy (SABR) for lung cancer may allow for curative salvage treatment, but recurrence can be difficult to distinguish from fibrosis. We studied the clinical performance of CT imaging high-risk features (HRFs) for detecting local recurrence. MATERIALS AND METHODS Patients treated with SABR for early stage lung cancer between 2003 and 2012 who developed pathology-proven local recurrence (n=12) were matched 1:2 to patients without recurrences (n=24), based on baseline factors. Serial CT images were assessed by blinded radiation oncologists. Previously reported HRFs were (1) enlarging opacity at primary site; (2) sequential enlarging opacity; (3) enlarging opacity after 12-months; (4) bulging margin; (5) loss of linear margin and (6) air bronchogram loss. RESULTS All HRFs were significantly associated with local recurrence (p<0.01), and one new HRF was identified: cranio-caudal growth (p<0.001). The best individual predictor of local recurrence was opacity enlargement after 12-months (100% sensitivity, 83% specificity, p<0.001). The odds of recurrence increased 4-fold for each additional HRF detected. The presence of ≥3 HRFs was highly sensitive and specific for recurrence (both >90%). CONCLUSION The systematic assessment of post-SABR CT images for HRFs enables the accurate prediction of local recurrence.


International Journal of Radiation Oncology Biology Physics | 2015

Brachytherapy improves biochemical failure-free survival in low- and intermediate-risk prostate cancer compared with conventionally fractionated external beam radiation therapy: a propensity score matched analysis.

Graham Smith; Tom Pickles; Juanita Crook; A.G. Martin; E. Vigneault; F. Cury; James Morris; Charles Catton; Andrew Warner; Ying Yang; George Rodrigues

PURPOSE To compare, in a retrospective study, biochemical failure-free survival (bFFS) and overall survival (OS) in low-risk and intermediate-risk prostate cancer patients who received brachytherapy (BT) (either low-dose-rate brachytherapy [LDR-BT] or high-dose-rate brachytherapy with external beam radiation therapy [HDR-BT+EBRT]) versus external beam radiation therapy (EBRT) alone. METHODS AND MATERIALS Patient data were obtained from the ProCaRS database, which contains 7974 prostate cancer patients treated with primary radiation therapy at four Canadian cancer institutions from 1994 to 2010. Propensity score matching was used to obtain the following 3 matched cohorts with balanced baseline prognostic factors: (1) low-risk LDR-BT versus EBRT; (2) intermediate-risk LDR-BT versus EBRT; and (3) intermediate-risk HDR-BT+EBRT versus EBRT. Kaplan-Meier survival analysis was performed to compare differences in bFFS (primary endpoint) and OS in the 3 matched groups. RESULTS Propensity score matching created acceptable balance in the baseline prognostic factors in all matches. Final matches included 2 1:1 matches in the intermediate-risk cohorts, LDR-BT versus EBRT (total n=254) and HDR-BT+EBRT versus EBRT (total n=388), and one 4:1 match in the low-risk cohort (LDR-BT:EBRT, total n=400). Median follow-up ranged from 2.7 to 7.3 years for the 3 matched cohorts. Kaplan-Meier survival analysis showed that all BT treatment options were associated with statistically significant improvements in bFFS when compared with EBRT in all cohorts (intermediate-risk EBRT vs LDR-BT hazard ratio [HR] 4.58, P=.001; intermediate-risk EBRT vs HDR-BT+EBRT HR 2.08, P=.007; low-risk EBRT vs LDR-BT HR 2.90, P=.004). No significant difference in OS was found in all comparisons (intermediate-risk EBRT vs LDR-BT HR 1.27, P=.687; intermediate-risk EBRT vs HDR-BT+EBRT HR 1.55, P=.470; low-risk LDR-BT vs EBRT HR 1.41, P=.500). CONCLUSIONS Propensity score matched analysis showed that BT options led to statistically significant improvements in bFFS in low- and intermediate-risk prostate cancer patient populations.


Radiotherapy and Oncology | 2014

A clinical nomogram and recursive partitioning analysis to determine the risk of regional failure after radiosurgery alone for brain metastases

George Rodrigues; Andrew Warner; Jaap D. Zindler; Ben J. Slotman; Frank J. Lagerwaard

PURPOSE This investigation defined patient populations at high-, intermediate-, and low-risk of regional failure (RF) after stereotactic radiosurgery (SRS) lesion treatment using clinical nomograms and recursive partitioning analysis (RPA). METHODS AND MATERIALS We created a retrospective database compiling 361 oligometastatic brain metastases patients treated with single-modality Linac-based SRS. Logistic analysis was performed to identify factors to be included in a RPA to predict for cumulative RF at 1-year. A 1-year cumulative RF clinical nomogram was constructed and validated (c-index statistic). RESULTS Age, number of brain metastases, World Health Organization (WHO) performance status (PS), and maximum gross tumor volume (GTV) size were found to be statistically significant predictors of the primary outcome. RPA classifications were defined as follows: low-risk (<25% 1-year RF): solitary lesion AND age >55Y; intermediate-risk (25-40% 1-year RF): age ⩽55Y AND solitary lesion OR WHO⩾1 AND 2-3 lesions; and high-risk (>40% 1-year RF): WHO PS=0 AND 2-3 lesions. These classifications were highly statistically significant (p<0.01) for RF. A clinical nomogram (containing patient age, lesion number, largest GTV volume, and WHO PS) for the prediction of 1-year cumulative RF was created (c-index 0.69). CONCLUSION A risk-adapted treatment approach can be applied for BM radiosurgery either using RPA categories and/or nomogram-based risk estimates.


Radiotherapy and Oncology | 2013

The prostate cancer risk stratification (ProCaRS) project: recursive partitioning risk stratification analysis.

George Rodrigues; Padraig Warde; Michael Brundage; Luis Souhami; Juanita Crook; F. Cury; Charles Catton; Gary Mok; A.G. Martin; E. Vigneault; James Morris; Andrew Warner; Sandra Gonzalez Maldonado; Tom Pickles

BACKGROUND The Genitourinary Radiation Oncologists of Canada (GUROC) published a three-group risk stratification (RS) system to assist prostate cancer decision-making in 2001. The objective of this project is to use the ProCaRS database to statistically model the predictive accuracy and clinical utility of a proposed new multi-group RS schema. METHODS The RS analyses utilized the ProCaRS database that consists of 7974 patients from four Canadian institutions. Recursive partitioning analysis (RPA) was utilized to explore the sub-stratification of groups defined by the existing three-group GUROC scheme. 10-fold cross-validated C-indices and the Net Reclassification Index were both used to assess multivariable models and compare the predictive accuracy of existing and proposed RS systems, respectively. RESULTS The recursive partitioning analysis has suggested that the existing GUROC classification system could be altered to accommodate as many as six separate and statistical unique groups based on differences in BFFS (C-index 0.67 and AUC 0.70). GUROC low-risk patients would be divided into new favorable-low and low-risk groups based on PSA ⩽6 and PSA >6. GUROC intermediate-risk patients can be subclassified into low-intermediate and high-intermediate groups. GUROC high-intermediate-risk is defined as existing GUROC intermediate-risk with PSA >=10 AND either T2b/c disease or T1T2a disease with Gleason 7. GUROC high-risk patients would be subclassified into an additional extreme-risk group (GUROC high-risk AND (positive cores ⩾87.5% OR PSA >30). CONCLUSIONS Proposed RS subcategories have been identified by a RPA of the ProCaRS database.


International Journal of Radiation Oncology Biology Physics | 2014

Is Intermediate Radiation Dose Escalation With Concurrent Chemotherapy for Stage III Non-Small-Cell Lung Cancer Beneficial? A Multi-Institutional Propensity Score Matched Analysis

George Rodrigues; Cary Oberije; Suresh Senan; Kayoko Tsujino; Terry Wiersma; Marta Moreno-Jiménez; Tae Hyun Kim; Lawrence B. Marks; Ramesh Rengan; Luigi De Petris; Sara Ramella; Kim DeRuyck; Núria Rodríguez de Dios; Andrew Warner; Jeffrey D. Bradley; David A. Palma

PURPOSE The clinical benefits and risks of dose escalation (DE) for stage III non-small-cell lung cancer (NSCLC) remain uncertain despite the results from Radiation Therapy Oncology Group (RTOG) protocol 0617. There is significant heterogeneity of practice, with many clinicians prescribing intermediate dose levels between the 0617 study arms of 60 and 74 Gy. This study investigated whether this strategy is associated with any survival benefits/risks by analyzing a large multi-institutional database. METHODS AND MATERIALS An individual patient database of stage III NSCLC patients treated with radical intent concurrent chemoradiation therapy was created (13 institutions, n=1274 patients). Patients were divided into 2 groups based on tumor Biological Effective Dose at 10 Gy (BED 10): those receiving standard dose (SD; n=552), consisting of 72Gy ≤ BED 10 ≤ 76.8 Gy (eg 60-64 Gy/30-32 fractions [fr]), and those receiving intermediate dose (ID; n=497), consisting of 76.8Gy < BED 10 < 100.8 Gy (eg >64 Gy/32 fr and <74 Gy/37 fr), with lower-dose patients (n=225) excluded from consideration. Patients were then matched using propensity scores, leading to 2 matched groups of 196 patients. Outcomes were compared using various statistics including interquartile range (IQR), Kaplan-Meier curves, and adjusted Cox regression analysis. RESULTS Matched groups were found to be balanced except for N stage (more N3 disease in SD), median treatment year (SD in 2003; ID in 2007), platinum and taxane chemotherapy (SD in 28%; ID in 39%), and median follow-up (SD were 89 months; ID were 40 months). Median dose fractionation was 60 Gy/30 fr in SD (BED 10 IQR: 72.0-75.5 Gy) and 66 Gy/33 fr (BED 10 IQR: 78.6-79.2 Gy) in ID. Survival curves for SD and ID matched cohorts were statistically similar (P=.27); however, a nonstatistically significant trend toward better survival for ID was observed after 15 months (median survival SD: 19.3 months; ID: 21.0 months). There was an increase in grades III to V lung toxicity associated with ID (13.0% vs 4.9%, respectively). CONCLUSIONS No significant overall survival benefits were found with intermediate DE; however, more grade III or greater lung toxicity was observed. The separation of survival curves after 15 months of follow-up suggests that a small overall survival improvement associated with intermediate DE cannot be excluded.


Radiotherapy and Oncology | 2013

Propensity-score matched pair comparison of whole brain with simultaneous in-field boost radiotherapy and stereotactic radiosurgery.

George Rodrigues; Jaap D. Zindler; Andrew Warner; G. Bauman; Suresh Senan; Frank J. Lagerwaard

PURPOSE To compare lesional stereotactic radiosurgery to whole brain (WBRT) radiotherapy with simultaneous in-field boost for brain metastases in terms of overall survival. METHODS A retrospective review was performed on two institutional databases of 500 patients diagnosed with brain metastatic disease who received either stereotactic radiosurgery (SRS, n = 381) or whole brain with simultaneous in-field boost radiotherapy (SIB, n = 119), between 2002 and 2011. Propensity-score matching was utilized to obtain two groups with similar known prognostic factor characteristics. Kaplan-Meier and univariable/multivariable Cox modeling were conducted to assess the treatment impact on overall survival (OS). RESULTS Propensity-score matching created a matched cohort of 178 patients (89 SRS/SIB) with similar baseline characteristics. Multivariable analysis demonstrated that presence/absence of systemic metastases, patient age, tumor volume, and presence/absence of active primary were found to be more predictive of OS than treatment assignment (p = 0.38). SIB was associated with reduced intracranial failure likely due to the WBRT component of the treatment (HR 0.36, p<0.001). CONCLUSIONS Adjusting for other predictive factors, treatment with either SRS or SIB did not result in any statistically significant difference in OS; however, observed intracranial failure was different due to the use of WBRT in the SIB cohort.


International Journal of Radiation Oncology Biology Physics | 2017

Does Peer Review of Radiation Plans Affect Clinical Care? A Systematic Review of the Literature

Kelsey Brunskill; Timothy K. Nguyen; R. Gabriel Boldt; Alexander V. Louie; Andrew Warner; Lawrence B. Marks; David A. Palma

PURPOSE Peer review is a recommended component of quality assurance in radiation oncology; however, it is resource-intensive and its effect on patient care is not well understood. We conducted a systematic review of the published data to assess the reported clinical impact of peer review on radiation treatment plans. METHODS AND MATERIALS A systematic review of published English studies was performed in accordance with the PRISMA guidelines using the MEDLINE and EMBASE databases and abstracts published from major radiation oncology scientific meeting proceedings. For inclusion, the studies were required to report the effect of peer review on ≥1 element of treatment planning (eg, target volume or organ-at-risk delineation, dose prescription or dosimetry). RESULTS The initial search strategy identified 882 potentially eligible studies, with 11 meeting the inclusion criteria for full-text review and final analysis. Across a total of 11,491 patient cases, peer review programs led to modifications in a weighted mean of 10.8% of radiation treatment plans. Five studies differentiated between major and minor changes and reported weighted mean rates of change of 1.8% and 7.3%, respectively. The most common changes were related to target volume delineation (45.2% of changed plans), dose prescription or written directives (24.4%), and non-target volume delineation or normal tissue sparing (7.5%). CONCLUSIONS Our findings suggest that peer review leads to changes in clinical care in approximately 1 of every 9 cases overall. This is similar to the reported rates of change in peer review studies from other oncology-related specialties, such as radiology and pathology.

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George Rodrigues

University of Western Ontario

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David A. Palma

University of Western Ontario

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Alexander V. Louie

University of Western Ontario

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Suresh Senan

VU University Medical Center

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Charles Catton

Princess Margaret Cancer Centre

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Tom Pickles

University of British Columbia

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Juanita Crook

University of British Columbia

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Ben J. Slotman

VU University Medical Center

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F. Cury

McGill University Health Centre

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