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The Effect of Molecular Subtype and Residual Disease on Locoregional Recurrence in Breast Cancer Patients Treated with Neoadjuvant Chemotherapy and Postmastectomy Radiation

Yang, T Jonathan; Morrow, Monica; Modi, Shanu; Zhang, Zhigang; Krause, Kate; Siu, Chun; McCormick, Beryl; Powell, Simon N; Ho, Alice Y
BACKGROUND:The relative contribution of biologic subtype to locoregional recurrence (LRR) in patients treated with neoadjuvant chemotherapy (NAC), mastectomy, and postmastectomy radiotherapy (PMRT) is not clearly defined. METHODS:233 patients with stages 2 and 3 breast cancer who received NAC, mastectomy, and PMRT between 2000 and 2009 were included: 53 % (n = 123) had HR+ (ER or PR+/HER2-), 23 % (n = 53) had HER2+ (HER2+/HR+ or HR-), and 24 % (n = 57) had triple-negative (TN) disease (HR-/HER2-). The 5-year LRR rates were estimated by Kaplan-Meier methods. Cox regression analysis was performed to evaluate covariates associated with LRR. RESULTS:The median follow-up period was 62 months. A pathologic complete response (pCR) was seen in 14 % of the patients. The 5-year LRR rate was 8 % for the entire cohort. The LRR rate was 0 % for the patients with a pCR versus 9 % for the patients without a pCR (p = 0.05). TN disease [Hazard ratio (HR) 4.4; p = 0.003] and pathologic node positivity (HR 9.8; p = 0.03) were associated with LRR. Patients with TN disease had a higher LRR rate than patients with HER2+ or HR+ disease (20 vs. 6 and 4 %; p = 0.005). Among patients without a pCR, TN subtype was associated with increased LRR risk (26 versus 7 % HER+ and 4 % HR+; p < 0.001). CONCLUSIONS:Patients with TN breast cancer had the highest LRR rate after NAC, mastectomy and PMRT. Whereas no LRR was observed among TN patients with a pCR, TN patients with residual disease had a significantly higher LRR risk. Patients with HR+ and HER2+ breast cancer had favorable LRR rates regardless of NAC response, likely due to receipt of adjuvant systemic targeted therapies.
PMCID:5005073
PMID: 26130454
ISSN: 1534-4681
CID: 5770912

Long-term risk of radionecrosis and imaging changes after stereotactic radiosurgery for brain metastases

Kohutek, Zachary A; Yamada, Yoshiya; Chan, Timothy A; Brennan, Cameron W; Tabar, Viviane; Gutin, Philip H; Yang, T Jonathan; Rosenblum, Marc K; Ballangrud, Ã…se; Young, Robert J; Zhang, Zhigang; Beal, Kathryn
Radionecrosis is a well-characterized effect of stereotactic radiosurgery (SRS) and is occasionally associated with serious neurologic sequelae. Here, we investigated the incidence of and clinical variables associated with the development of radionecrosis and related radiographic changes after SRS for brain metastases in a cohort of patients with long-term follow up. 271 brain metastases treated with single-fraction linear accelerator-based SRS were analyzed. Radionecrosis was diagnosed either pathologically or radiographically. Univariate and multivariate Cox regression was performed to determine the association between radionecrosis and clinical factors available prior to treatment planning. After median follow up of 17.2 months, radionecrosis was observed in 70 (25.8%) lesions, including 47 (17.3%) symptomatic cases. 22 of 70 cases (31.4%) were diagnosed pathologically and 48 (68.6%) were diagnosed radiographically. The actuarial incidence of radionecrosis was 5.2% at 6 months, 17.2% at 12 months and 34.0% at 24 months. On univariate analysis, radionecrosis was associated with maximum tumor diameter (HR 3.55, p < 0.001), prior whole brain radiotherapy (HR 2.21, p = 0.004), prescription dose (HR 0.56, p = 0.02) and histology other than non-small cell lung, breast or melanoma (HR 1.85, p = 0.04). On multivariate analysis, only maximum tumor diameter (HR 3.10, p < 0.001) was associated with radionecrosis risk. This data demonstrates that with close imaging follow-up, radionecrosis after single-fraction SRS for brain metastases is not uncommon. Maximum tumor diameter on pre-treatment MR imaging can provide a reliable estimate of radionecrosis risk prior to treatment planning, with the greatest risk among tumors measuring >1 cm.
PMCID:4726630
PMID: 26307446
ISSN: 1573-7373
CID: 2911932

Dosimetric Predictors of Radiation-Induced Vaginal Stenosis After Pelvic Radiation Therapy for Rectal and Anal Cancer

Son, Christina H; Law, Ethel; Oh, Jung Hun; Apte, Aditya P; Yang, T Jonathan; Riedel, Elyn; Wu, Abraham J; Deasy, Joseph O; Goodman, Karyn A
PURPOSE/OBJECTIVE:Although vaginal stenosis (VS) is a recognized toxicity in women who receive pelvic radiation therapy (RT), the relationship between RT dose and the volume and extent of toxicity has not been analyzed. We modeled this relationship to identify predictors of VS. METHODS AND MATERIALS/METHODS:We evaluated 54 women, aged 29 to 78 years, who underwent pelvic RT for rectal or anal cancer during 2008 to 2011 and were enrolled in a prospective study evaluating vaginal dilator use. Maximum dilator size was measured before RT (baseline) and 1 month and 12 months after RT. Dilator use was initiated at 1 month. The difference (D) in dilator size before and after RT was recorded. Those with D ≤-1 were classified as having VS (n=35); those with D ≥0 were classified as having no VS (n=19 at 1 month). Dose-volume parameters were extracted, and the generalized equivalent uniform dose (gEUD) was used to build a predictive model. RESULTS:The mean vaginal doses were 50.0 Gy and 36.8 Gy for anal and rectal cancer patients, respectively. One month after RT, a gEUD model using a wide range of a values suggests that sparing of vaginal volume to a low dose may be important. When gEUD (a = -1) was <35 Gy and the mean vaginal dose was <43 Gy, severe VS was reduced (P=.02). A 1-year analysis suggests increasingly negative D values with increasing mean dose. However, patients with compliance <40% were more likely to have toxicity. CONCLUSIONS:Vaginal stenosis is influenced by multiple RT dose-volume characteristics. Mean dose and gEUD constraints together may reduce the risk of severe VS. Patients receiving higher mean vaginal doses should have greater compliance with dilator therapy to minimize risk of toxicity. Further validation with independent datasets is needed.
PMCID:4822494
PMID: 25936810
ISSN: 1879-355x
CID: 5770902

Clinical Assessment of 2D/3D Registration Accuracy in 4 Major Anatomic Sites Using On-Board 2D Kilovoltage Images for 6D Patient Setup

Li, Guang; Yang, T Jonathan; Furtado, Hugo; Birkfellner, Wolfgang; Ballangrud, Åse; Powell, Simon N; Mechalakos, James
To provide a comprehensive assessment of patient setup accuracy in 6 degrees of freedom (DOFs) using 2-dimensional/3-dimensional (2D/3D) image registration with on-board 2-dimensional kilovoltage (OB-2 DkV) radiographic images, we evaluated cranial, head and neck (HN), and thoracic and abdominal sites under clinical conditions. A fast 2D/3D image registration method using graphics processing unit GPU was modified for registration between OB-2 DkV and 3D simulation computed tomography (simCT) images, with 3D/3D registration as the gold standard for 6 DOF alignment. In 2D/3D registration, body roll rotation was obtained solely by matching orthogonal OB-2 DkV images with a series of digitally reconstructed radiographs (DRRs) from simCT with a small rotational increment along the gantry rotation axis. The window/level adjustments for optimal visualization of the bone in OB-2 DkV and DRRs were performed prior to registration. Ideal patient alignment at the isocenter was calculated and used as an initial registration position. In 3D/3D registration, cone-beam CT (CBCT) was aligned to simCT on bony structures using a bone density filter in 6DOF. Included in this retrospective study were 37 patients treated in 55 fractions with frameless stereotactic radiosurgery or stereotactic body radiotherapy for cranial and paraspinal cancer. A cranial phantom was used to serve as a control. In all cases, CBCT images were acquired for patient setup with subsequent OB-2 DkV verification. It was found that the accuracy of the 2D/3D registration was 0.0 ± 0.5 mm and 0.1° ± 0.4° in phantom. In patient, it is site dependent due to deformation of the anatomy: 0.2 ± 1.6 mm and -0.4° ± 1.2° on average for each dimension for the cranial site, 0.7 ± 1.6 mm and 0.3° ± 1.3° for HN, 0.7 ± 2.0 mm and -0.7° ± 1.1° for the thorax, and 1.1 ± 2.6 mm and -0.5° ± 1.9° for the abdomen. Anatomical deformation and presence of soft tissue in 2D/3D registration affect the consistency with 3D/3D registration in 6 DOF: the discrepancy increases in superior to inferior direction.
PMCID:4544868
PMID: 25223323
ISSN: 1533-0338
CID: 5770872

Predicting complete response: is there a role for non-operative management of rectal cancer?

Yang, T Jonathan; Goodman, Karyn A
Pre-operative chemoradiotherapy followed by a total mesorectal excision (TME) is the standard of care for patients with locally advanced (stage II or III) rectal cancer. Approximately 20% of patients may achieve a pathologic complete response after chemoradiation therapy (CRT), which has been shown to be associated with better oncologic outcomes. Whether surgery can be avoided in this population is an area of active investigation. Recent studies demonstrated feasibility and safety of non-operative management in patients with clinical complete response (cCR) after chemoradiotherapy. In this article, we set out to review the current data on non-operative management and to identify areas requiring further investigation, including improvement in imaging for reassessment after CRT and identifying the optimal time frame for restaging. As the field moves forward with non-operative management in select patients with rectal cancer, there continues to be a need to better understand the prognostic factors and biomarkers that may more accurately characterize patients who are qualified for this "wait-and-see" approach and thereby avoid overtreatment, potentially leading to improvements in long-term quality of life.
PMCID:4311100
PMID: 25830042
ISSN: 2078-6891
CID: 5770892

Outcomes and prognostic factors in women with 1 to 3 breast cancer brain metastases treated with definitive stereotactic radiosurgery

Yang, T Jonathan; Oh, Jung Hun; Folkert, Michael R; Gupta, Gaorav; Shi, Weiji; Zhang, Zhigang; Morikawa, Aki; Seidman, Andrew; Brennan, Cameron; Yamada, Yoshiya; Chan, Timothy A; Beal, Kathryn
BACKGROUND:With the continuing increase in the use of definitive stereotactic radiosurgery (SRS) for patients with limited brain metastases (BM), clinicians need more specific prognostic tools. We investigated clinical predictors of outcomes in patients with limited breast cancer BM treated with SRS alone. METHODS AND MATERIALS/METHODS:We identified 136 patients with breast cancer and 1-3 BM who underwent definitive SRS for 186 BM between 2000 and 2012. The Kaplan-Meier method was used to assess overall survival (OS), regional failure (RF), and local failure (LF). Associations between clinical factors and outcomes were tested using Cox regression. A point scoring system was used to stratify patients based on OS, and the predictive power was tested with concordance probability estimate (CPE). RESULTS:The median OS was 17.6 months. The 12-month RF and LF rates were 45% and 10%, respectively. On multivariate analysis, >1 lesion (hazard ratio [HR] = 1.6, P=.02), triple-negative (TN) disease (HR=2.0, P=.006), and active extracranial disease (ED) (HR=2.7, P<.0001) were significantly associated with worse OS. The point score system was defined using proportional simplification of the multivariate Cox proportional hazards regression function. The median OS for patients with 3.0-4.0 points (n=37), 4.5-5.5 points (n=28), 6.0-6.5 points (n=37), and 8-8.5 points (n=34) were 9.2, 15.6, 25.1, and 45.1 months, respectively (P<.0001, CPE = 0.72). Active ED (HR=2.4, P=.0007) was significantly associated with RF. Higher risk for LF was significantly associated with larger BM size (HR=3.1, P=.0001). CONCLUSION/CONCLUSIONS:Patients with >1 BM, active ED, and TN had the highest risk of death after SRS. Active ED is an important prognostic factor for OS and intracranial control.
PMCID:5736317
PMID: 25194669
ISSN: 1879-355x
CID: 5770862

Clinical and dosimetric predictors of acute hematologic toxicity in rectal cancer patients undergoing chemoradiotherapy

Yang, T Jonathan; Oh, Jung Hun; Apte, Aditya; Son, Christina H; Deasy, Joseph O; Goodman, Karyn A
BACKGROUND AND PURPOSE/OBJECTIVE:To identify clinical and dosimetric factors associated with hematologic toxicity (HT) during chemoradiotherapy for rectal cancer. MATERIALS AND METHODS/METHODS:We analyzed 120 rectal cancer patients treated with neoadjuvant pelvic radiotherapy (PRT) with concurrent 5-fluorouracil-based chemotherapy. The coxal (ilium, ischium, and pubis) bone marrow (BM), sacral BM, and femoral BM were contoured and dose-volume parameters were extracted. Associations between cell count trend and clinical predictors were tested using repeated-measures analysis of variance (ANOVA) test. Associations between clinical variables, Vx (percentage volume receiving x Gy), and cell count ratio at nadir were tested using linear regression models. RESULTS:Nadirs for white blood cell count (WBC), absolute neutrophil count (ANC), and platelets (PLT) occurred in the second week of PRT and the fifth week for hemoglobin and absolute lymphocyte count (ALC). Using cell count ratio, patients treated with 3DCRT had a lower WBC ratio trend during PRT compared to patients treated with IMRT (p=0.04), and patients ⩾59 years of age had a lower hemoglobin ratio trend during PRT (p=0.02). Using absolute cell count, patients treated with 3DCRT had lower ANC cell count trend (p=0.03), and women had lower hemoglobin cell count trend compared to men (p=0.03). On univariate analysis, use of 3DCRT was associated with a lower WBC ratio at nadir (p=0.02). On multiple regression analysis using dosimetric variables, coxal BM V45 (p=0.03) and sacral BM V45 (p=0.03) were associated with a lower WBC and ANC ratio at nadir, respectively. CONCLUSIONS:HT trends during PRT revealed distinct patterns: WBC, ANC, and PLT cell counts reach nadirs early and recover, while hemoglobin and ALC decline steadily. Patients who were treated with 3DCRT and older patients experienced lower cell count ratio trend during PRT. Dosimetric constraints using coxal BM V45 and sacral BM V45 can be considered.
PMCID:4822505
PMID: 25304718
ISSN: 1879-0887
CID: 5770882

A phase 2 trial of stereotactic radiosurgery boost after surgical resection for brain metastases

Brennan, Cameron; Yang, T Jonathan; Hilden, Patrick; Zhang, Zhigang; Chan, Kelvin; Yamada, Yoshiya; Chan, Timothy A; Lymberis, Stella C; Narayana, Ashwatha; Tabar, Viviane; Gutin, Philip H; Ballangrud, Ase; Lis, Eric; Beal, Kathryn
PURPOSE: To evaluate local control after surgical resection and postoperative stereotactic radiosurgery (SRS) for brain metastases. METHODS AND MATERIALS: A total of 49 patients (50 lesions) were enrolled and available for analysis. Eligibility criteria included histologically confirmed malignancy with 1 or 2 intraparenchymal brain metastases, age >/=18 years, and Karnofsky performance status (KPS) >/=70. A Cox proportional hazard regression model was used to test for significant associations between clinical factors and overall survival (OS). Competing risks regression models, as well as cumulative incidence functions, were fit using the method of Fine and Gray to assess the association between clinical factors and both local failure (LF; recurrence within surgical cavity or SRS target), and regional failure (RF; intracranial metastasis outside of treated volume). RESULTS: The median follow-up was 12.0 months (range, 1.0-94.1 months). After surgical resection, 39 patients with 40 lesions were treated a median of 31 days (range, 7-56 days) later with SRS to the surgical bed to a median dose of 1800 cGy (range, 1500-2200 cGy). Of the 50 lesions, 15 (30%) demonstrated LF after surgery. The cumulative LF and RF rates were 22% and 44% at 12 months. Patients who went on to receive SRS had a significantly lower incidence of LF (P=.008). Other factors associated with improved local control include non-small cell lung cancer histology (P=.048), tumor diameter <3 cm (P=.010), and deep parenchymal tumors (P=.036). Large tumors (>/=3 cm) with superficial dural/pial involvement showed the highest risk for LF (53.3% at 12 months). Large superficial lesions treated with SRS had a 54.5% LF. Infratentorial lesions were associated with a higher risk of developing RF compared to supratentorial lesions (P<.001). CONCLUSIONS: Postoperative SRS is associated with high rates of local control, especially for deep brain metastases <3 cm. Tumors >/=3 cm with superficial dural/pial involvement demonstrate the highest risk of LF.
PMCID:5736310
PMID: 24331659
ISSN: 0360-3016
CID: 746042

Predictors of acute gastrointestinal toxicity during pelvic chemoradiotherapy in patients with rectal cancer

Yang, T Jonathan; Oh, Jung Hun; Son, Christina H; Apte, Aditya; Deasy, Joseph O; Wu, Abraham; Goodman, Karyn A
BACKGROUND:This study was conducted to identify the factors associated with acute gastrointestinal (GI) toxicity during pelvic chemoradiotherapy (PCRT) in patients with rectal cancer. METHODS:We analyzed 177 patients with rectal cancer treated from 2007 through 2010. Clinical information, including weekly diarrhea and proctitis toxicity grade during PCRT, was recorded. GI structures including bowel and anal canal were contoured. The associations between toxicity and clinical and dosimetric predictors were tested. RESULTS:The median age was 60; 76 patients were women; 98 were treated with intensity-modulated radiotherapy (IMRT) and 79 with 3D conformal RT (3DCRT). A higher rate of grade 2+ diarrhea was observed in the women, starting at week 4 (24% women vs. 11% men, P = .01; week 5: 33% vs. 12%, P = .002), as well as in all the patients treated with 3DCRT (22% vs. 12% IMRT, P = .03; week 5: 32% vs. 11%, P = .001). On multivariate analysis, the normal tissue complication probability (NTCP) model including bowel V45 (bowel volume receiving ≥45 Gy) showed that being female, and use of 3DCRT, was most predictive of grade 2+ diarrhea (area under the curve [AUC] = 0.76; R S = 0.35; P < .001). A higher rate of grade 2+ proctitis was seen in patients <60 years of age starting at week 3 (21% vs. 9%, P = .02; week 4: 35% vs. 16%, P = .003). The NTCP model including anal canal V15 and younger age was most predictive of grade 2+ proctitis (AUC = 0.67; R S = 0.25; P < .001). CONCLUSIONS:Women and all patients who were treated with 3DCRT had higher rates of grade 2+ diarrhea, and the younger patients had a higher rate of grade 2+ proctitis during PCRT. The use of more stringent dosimetric constraints in higher risk patients is a strategy for minimizing toxicity.
PMCID:3849899
PMID: 24312686
ISSN: 1934-7820
CID: 5770852

Tumor bed delineation for external beam accelerated partial breast irradiation: a systematic review

Yang, T Jonathan; Tao, Randa; Elkhuizen, Paula H M; van Vliet-Vroegindeweij, Corine; Li, Guang; Powell, Simon N
In recent years, accelerated partial breast irradiation (APBI) has been considered an alternative to whole breast irradiation for patients undergoing breast-conserving therapy. APBI delivers higher doses of radiation in fewer fractions to the post-lumpectomy tumor bed with a 1-2 cm margin, targeting the area at the highest risk of local recurrence while sparing normal breast tissue. However, there are inherent challenges in defining accurate target volumes for APBI. Studies have shown that significant interobserver variation exists among radiation oncologists defining the lumpectomy cavity, which raises the question of how to improve the accuracy and consistency in the delineation of tumor bed volumes. The combination of standardized guidelines and surgical clips significantly improves an observer's ability in delineation, and it is the standard in multiple ongoing external-beam APBI trials. However, questions about the accuracy of the clips to mark the lumpectomy cavity remain, as clips only define a few points at the margin of the cavity. This paper reviews the techniques that have been developed so far to improve target delineation in APBI delivered by conformal external beam radiation therapy, including the use of standardized guidelines, surgical clips or fiducial markers, pre-operative computed tomography imaging, and additional imaging modalities, including magnetic resonance imaging, ultrasound imaging, and positron emission tomography/computed tomography. Alternatives to post-operative APBI, future directions, and clinical recommendations were also discussed.
PMID: 23806188
ISSN: 1879-0887
CID: 5770842