Implementation of a patient safety training program in radiation oncology residency: A pilot study.

PURPOSE: An educational program using Radiation Oncology-Incident Learning System (RO-ILS) was developed to improve safety culture and training for radiation oncology (RO) residents. METHODS: The program included a pre-training assessment, interactive training, integration of residents into quality assurance meetings, and a post-training assessment over a 3 month rotation. RESULTS: Twelve residents completed the safety training program. Pre-training assessment mean scores (five-point scale) of experience with Incident Learning Systems (ILS), root-cause analysis (RCA), failure-mode and effect analysis (FMEA), safety training, and culture were 2.3, 2.8, 2.0, 4.0, and 4.4, respectively. Post-training assessment showed a significant increase in ILS 4.0 (p < 0.001), RCA 3.8 (p = 0.008), and FMEA 3.3 (p = 0.006) and safety culture (4.8, p = 0.043). Additionally, residents were anonymously surveyed ≥ 10 months after graduation to determine the long-term value of the program. The overall assessment from the graduated residents indicates that this education is valued by RO in many institutions. The majority of the residents are either currently utilizing or plan to utilize the information gained in this program in their new institutions. CONCLUSIONS: We report a successful implementation of a safety training program in a RO residency with significant improvements in self-reported confidence with the concepts of ILS, RCA, and FMEA and an improved perception of safety culture. This program can be implemented across all residency programs.

Atherosclerotic Cardiovascular Disease Risk and Longitudinal Risk Factor Management Among Patients With Breast Cancer.

BACKGROUND: Cardiovascular disease is the leading cause of noncancer mortality for breast cancer survivors. Data are limited regarding patient-level atherosclerotic cardiovascular disease (ASCVD) risk estimation and preventive medication use. This study aimed to characterize ASCVD risk and longitudinal preventive medication use for a cohort of patients with nonmetastatic breast cancer. PATIENTS AND METHODS: This retrospective cohort study included 326 patients at an academic medical center in Boston, Massachusetts diagnosed with nonmetastatic breast cancer or ductal carcinoma in situ from January 2009 through December 2015. Patient demographics, clinical characteristics, laboratory studies, medication exposure, and incident cardiovascular outcomes were collected. Estimated 10-year ASCVD risk was calculated for all patients from nonlaboratory clinical parameters. RESULTS: Median follow up time was 6.5 years (IQR 5.0, 8.1). At cancer diagnosis, 23 patients (7.1%) had established ASCVD. Among those without ASCVD, 10-year estimated ASCVD risk was ≥20% for 77 patients (25.4%) and 7.5% to <20% for 114 patients (37.6%). Two-hundred and sixteen patients (66.3%) had an indication for lipid-lowering therapy at cancer diagnosis, 123 of whom (57.0%) received a statin during the study. Among 100 patients with ASCVD or estimated 10-year ASCVD risk ≥20%, 92 (92.0%) received an antihypertensive medication during the study. Clinic blood pressure >140/90 mmHg was observed in 33.0% to 55.6% of these patients at each follow up assessment. CONCLUSION: A majority of patients in this breast cancer cohort had an elevated risk of ASCVD at the time of cancer diagnosis. Modifiable ASCVD risk factors were frequently untreated or uncontrolled in the years following cancer treatment.

Survival and Radiation Dose Differences Between Single Versus Multi-Session Gamma Knife Stereotactic Radiosurgery in Patients Treated for Multiple (≥10) Brain Metastases.

OBJECTIVE:  To explore whether treatment with multiple Gamma Knife sessions (mGK) resulted in different survival outcomes or cumulative radiation doses compared to single session Gamma Knife (sGK) in patients who have been treated for ≥10 brain metastases (BMs). METHODS:  Thirty-five patients with ≥10 BMs treated with Gamma Knife stereotactic radiosurgery (GK SRS) were identified and separated into sGK vs. mGK cohorts. Survival outcomes and dosimetry data were compared between the two groups. Recursive partitioning analysis (RPA) classes were used to further stratify patients. RESULTS:  mGK patients survived longer from the first GK treatment (p<0.009). By RPA class, patients with class 1 had a prolonged survival from BM diagnosis than those in classes 2 and 3 (p=0.004). However, survival was not significantly different between the classes from the first GK treatment (p=0.089). Stratified by mGK vs. sGK and RPA classes, sGK patients in RPA class 1 had the longest survival from BM diagnosis but the worst survival from GK treatment. mGK patients in any RPA class had the best survival from the first GK treatment. For patients with RPA class 2+3, mGK was associated with longer survival from both BM diagnosis and first treatment. Statistical but not clinical differences between the mGK vs. sGK groups were observed in the max dose to the targets and cochlea, and the V40Gy whole brain dose. CONCLUSIONS:  mGK may be beneficial if GK is initiated early at first BM diagnosis vs. sGK initiated late. Future research is required to confirm these findings and explore additional areas of interest, such as quality-of-life and economic considerations.

Comparison of Tumor Bed Delineation Using a Novel Radiopaque Filament Marker Versus Surgical Clips for Targeting Breast Cancer Radiotherapy.

BACKGROUND: Accuracy of tumor bed (TB) delineation is essential for targeting boost doses or partial breast irradiation. Multiple studies have shown high interobserver variability with standardly used surgical clip markers (CMs). We hypothesize that a radiopaque filament marker (FM) woven along the TB will improve TB delineation consistency. METHODS: An FDA-approved FM was intraoperatively used to outline the TB of patients undergoing lumpectomy. Between January 2020 and January 2022, consecutive patients with FM placed after either (1) lumpectomy or (2) lumpectomy with oncoplastic reconstruction were identified and compared with those with CM. Six "experts" (radiation oncologists specializing in breast cancer) across 2 institutions independently defined all TBs. Three metrics (volume variance, dice coefficient, and center of mass [COM] deviation). Two-tailed paired samples t tests were performed to compare FM and CM cohorts. RESULTS: Twenty-eight total patients were evaluated (14 FM and 14 CM). In aggregate, differences in volume between expert contours were 29.7% (SD ± 58.8%) with FM and 55.4% (SD ± 105.9%) with CM ( P < 0.001). The average dice coefficient in patients with FM was 0.54 (SD ± 0.15), and with CM was 0.44 (SD ± 0.22) ( P < 0.001). The average COM deviation was 0.63 cm (SD ± 0.53 cm) for FM and 1.05 cm (SD ± 0.93 cm) for CM; ( P < 0.001). In the subset of patients who underwent lumpectomy with oncoplastic reconstruction, the difference in average volume was 21.8% (SD ± 20.4%) with FM and 52.2% (SD ± 64.5%) with CM ( P <0.001). The average dice coefficient was 0.53 (SD ± 0.12) for FM versus 0.39 (SD ± 0.24) for CM ( P < 0.001). The average COM difference was 0.53 cm (SD ± 0.29 cm) with FM versus 1.25 cm (SD ± 1.08 cm) with CM ( P < 0.001). CONCLUSION: FM consistently outperformed CM in the setting of both standard lumpectomy and complex oncoplastic reconstruction. These data suggest the superiority of FM in TB delineation.

Time for More Support? Stakeholder Engagement for a Long-Term Care Planning Dementia Decision Aid Prototype.

Clinical decision aids around long-term care can help support persons living with dementia (PLWD), family care partners, and healthcare providers navigate current and future care decisions. This study describes the iterative development of a long-term care planning dementia decision aid and explores care partner and geriatric providers' insights regarding its acceptability and usability. Using a convergent parallel mixed methods design, we gathered surveys and completed interviews with 11 care partners and 11 providers. The quantitative and qualitative data were then converged, resulting in four findings: (1) helpfulness of the decision aid in supporting future care planning; (2) versatility of the decision aid in practice; (3) preferences for structure and content of the decision aid; and (4) perceived shortcomings of the decision aid in decision making. Future work should continue to refine the decision aid, pilot implementation, and evaluate potential effects on decision making as part of dementia care.

Unsealed Source: Scope of Practice for Radiopharmaceuticals Among United States Radiation Oncologists.

Purpose: Our purpose was to determine the utilization of and barriers to implementation of radiopharmaceutical therapy (RPT) among U.S. radiation oncologists. Methods and Materials: An anonymous, voluntary 21-item survey directed toward attending radiation oncologists was distributed via social media platforms (Twitter, LinkedIn, Facebook, Student Doctor Network). Questions assessed practice characteristics, specific RPT prescribing patterns, RPT prescribing interest, and perceived barriers to RPT implementation. Nonparametric χ2 test was used for correlation statistics. Results: Of the 142 respondents, 131 (92.3%) practiced in the United States and were included for this analysis. Respondents were well balanced in terms of practicing region, population size served, practice setting, and years in practice. Forty-eight percent (n = 63) reported prescribing at least 1 RPT. An additional 7% (n = 8) participate in RPT administration without billing themselves. Among those that actively prescribed RPT, the mean cumulative cases per month was 4.2 (range, 1-5). The most commonly prescribed radionuclides were radium-223 (40%; mean 2.8 cases/mo), iodine-131 (18%; mean 2.3 cases/mo), yttrium-90 (13%; mean 3.4 cases/mo), "other" (8%), samarium-153 (6%; mean 1.0 cases/mo), and strontrium-89 and phosphorous-32 (2% each; mean 1.8 and 0.4 cases/mo, respectively). Of those who answered "other," lutetium-177 dotatate was most commonly prescribed (8%). No significant (P < .05) association was noted between practice type, practice location, years of practice, or practice volume with utilization of any RPTs. Most radiation oncologists (56%, n = 74) responded they would like to actively prescribe more RPT, although 27% (n = 35) were indifferent, and 17% (n = 22) said they would not like to prescribe more RPT. Perceived barriers to implementation were varied but broadly categorized into treatment infrastructure (44%, n = 57), interspecialty relations (41%, n = 53), lack of training (23%, n = 30), and financial considerations (16%, n = 21). Conclusions: Among surveyed U.S. radiation oncologists, a significant number reported prescribing at least 1 RPT. The majority expressed interest in prescribing additional RPT. Wide-ranging barriers to implementation exist, most commonly interspecialty relations, treatment infrastructure, lack of training, and financial considerations.

Disparities in Radiation Therapy: Practice Patterns Analysis of Deep Inspiratory Breath Hold Use in Non-English Speakers.

PURPOSE: Our purpose was to examine current practice patterns in non-English-speaking patients with breast cancer undergoing deep inspiratory breath hold (DIBH). METHODS AND MATERIALS: An anonymous, voluntary REDCap survey was distributed to 60 residency program coordinators of US radiation oncology departments to survey their faculty and recent graduates. Eligibility was limited to board-certified radiation oncologists who had treated breast cancer within the prior 6 months. RESULTS: There were 69 respondents, 53 of whom were eligible. Forty-two percent (n = 22) of eligible respondents were from the main site at an academic center, with 28% (n = 15) representing a satellite site and 30% (n = 16) from private practice. Fifty-three percent reported at least 10% of their patients were non-English speaking. Ninety percent offered DIBH at their institution; of those, 74% used DIBH for at least one-fourth of their patients with breast cancer. Ninety-eight percent of those who use DIBH performed coaching at simulation, with 32% answering they would be "less likely" to use DIBH for non-English speakers. When used, 94% take into consideration potential language barriers for proper execution of DIBH. However, 51% had an interpreter present 76% to 100% of the time at computed tomography simulation, which decreased to 31% at first fraction and 11% at subsequent treatments. For non-English-speaking patients undergoing DIBH coaching without a certified interpreter, 55% of respondents indicated that they provided verbal coaching in English, 32% indicated "not applicable" because they always use a certified interpreter, 11% used visual aids, and 32% indicated "other." Of those who answered "other," the most commonly cited response was using therapists or staff who spoke the patient's native language. CONCLUSIONS: Disparities in the application of DIBH exist despite its established utility in reducing cardiac dose. This study provides evidence that language barriers may affect physician treatment practices from initial consideration of DIBH to subsequent delivery. These data suggest that breast cancer treatment considerations and subsequent execution are negatively affected in non-English-speaking patients.

Cost-Effectiveness Analysis: Lymph Node Transfer vs Lymphovenous Bypass for Breast Cancer-Related Lymphedema.

BACKGROUND: Lymph node transfer (LNT) and lymphovenous bypass (LVB) have been described as 2 major surgical options for patients with breast cancer-related lymphedema (BCRL) who have failed conservative therapy. The objective of our study was to perform a cost-effectiveness analysis comparing LNT and LVB for the treatment of BCRL. STUDY DESIGN: Rates of infection, lymph leak, and failure of LNT and LVB were obtained from a previously published meta-analysis. Failure of surgery was defined as the inability to cease compression therapy postoperatively. Procedural costs were calculated from Medicare reimbursement rates. Cost of conservative management of postoperative surgical site infection, lymph leak, and continued decongestive physiotherapy after failed surgery were obtained from literature review. Average utility scores for each health state were calculated using a visual analog scale survey, then converted to quality-adjusted life years (QALYs). A decision tree was constructed, and incremental cost-effectiveness ratio was assessed at $50,000/QALY. Deterministic and probabilistic sensitivity analyses were performed to evaluate the robustness of our findings. RESULTS: LNT was less costly ($22,492 vs $31,927) and more effective (31.82 QALY vs 29.24 QALY) than LVB. One-way (deterministic) sensitivity analysis demonstrated that LNT became cost-ineffective when its failure rate was more than 43.8%. LVB became more cost-effective than LNT when its failure rate was less than 21.4%. Probabilistic sensitivity analysis using Monte-Carlo simulation indicated that even with uncertainty present in the variables analyzed, the majority of simulations (97%) favored LNT as the more cost-effective strategy. CONCLUSIONS: LNT is a dominant, cost-effective strategy compared to LVB for the treatment of BCRL.

Influence of smoking history on the perception of radiation-induced dysgeusia/hypogeusia in patients with head and neck cancer.

OBJECTIVES: This investigation aimed to assess the effect of smoking on the onset and resolution of dysgeusia/hypogeusia in head and neck cancer (HNC) patients receiving radiotherapy (XRT). MATERIALS AND METHODS: This is a retrospective cohort investigation of HNC patients treated with XRT. Data collected from the patients' medical records included demographics, primary cancer diagnoses, HNC therapeutic modalities, smoking status, and dates of onset/resolution of dysgeusia/hypogeusia. RESULTS: A 103 met inclusion criteria, of which 61.8% developed dysgeusia/hypogeusia. Mean age was 58.3 ± 12.9 and 66% were either former or current smokers. Never smokers seemed to be at higher, but statistically insignificant, the risk for developing dysgeusia/hypogeusia than former or current smokers [HR 1.05 and 1.66; 95% CI (0.60, 1.84) and (0.85, 3.24)]. They were also less likely to recover when compared to former smokers [HR 0.74; 95% CI (0.39, 1.39)]. Although statistically insignificant, never smokers showed rapid dysgeusia/hypogeusia onset after XRT compared to former or current smokers (median 14 days versus 22 and 9 days, respectively; p = 0.25). Never smokers showed quicker but statistically insignificant, recovery time compared to former or current smokers (median 113 days versus 149 and 238 days, respectively; p = 0.57). CONCLUSION: Although results lacked statistical significance, never smokers receiving XRT were prone to higher risk and faster onset of dysgeusia/hypogeusia than former and current smokers.

Hippocampal Dosimetry and the Necessity of Hippocampal-Sparing in Gamma Knife Stereotactic Radiosurgery for Extensive Brain Metastases.

PURPOSE: To characterize hippocampal dosimetry in Gamma Knife stereotactic radiosurgery (GK-SRS) for extensive brain metastases and evaluate the need for hippocampal-sparing in GK-SRS treatment planning. METHODS AND MATERIALS: We reviewed 75 GK-SRS plans for the treatment of 4 to 30 brain metastases generated without consideration of the hippocampi. The mean dose, maximum dose to 100% of the volume (D100), maximum dose to 40% of the volume (D40), and maximum point dose (Dmax, 0.03 cm3) were obtained for the unilateral and bilateral hippocampi and compared between plans with 4 to 9 and ≥10 lesions. The rate at which plans met hippocampal dose constraints (D100 ≤ 4.21 Gy, D40 ≤ 4.50 Gy, and Dmax ≤ 6.65 Gy) was compared between groups, and each was examined for risk factors associated with excessive hippocampal dosing. For plans that exceeded constraints, we attempted replanning to spare the hippocampi. RESULTS: Compared with those for the treatment of 4 to 9 brain metastases, GK-SRS plans with ≥10 lesions were associated with significantly greater median bilateral mean dose (1.0 vs 2.0, P = .001), D100 (0.4 vs 0.8, P = .003), D40 (0.9 vs 1.9, P = .001), and Dmax (2.0 vs 4.9, P = .0005). These plans also less frequently met hippocampal constraints, with this difference trending toward significance (80% vs 93%; P = .1382; odds ratio 0.29; 95% CI, 0.06-1.4). Risk factors for exceeding constraints included greater total disease volume and closer approach of the nearest metastasis to the hippocampi, both of which depended upon the number of metastases present. Seven plans failed to meet constraints and were successfully replanned to spare the hippocampi with minimal increases in treatment time and without compromise to target coverage or conformity. CONCLUSIONS: Patients with extensive brain metastases treated with GK-SRS are at increased risk for excessive hippocampal dosing when ≥10 lesions are present or when lesions are in close proximity to the hippocampi and may benefit from hippocampal-avoidant treatment planning.

New Cardiac Abnormalities After Radiotherapy in Breast Cancer Patients Treated With Trastuzumab.

PURPOSE: To evaluate cardiac imaging abnormalities after modern radiotherapy and trastuzumab in breast cancer patients. PATIENTS AND METHODS: All patients treated with trastuzumab and radiotherapy for breast cancer between 2006 and 2014 with available cardiac imaging (echocardiogram or multigated acquisition scan) were retrospectively analyzed. Cardiac abnormalities included myocardial abnormalities (atrial or ventricular dilation, hypertrophy, hypokinesis, and impaired relaxation), decreased ejection fraction > 10%, and valvular abnormalities (thickening or stenosis of the valve leaflets). Breast laterality (left vs. right) and heart radiation dose volume parameters were analyzed for association with cardiac imaging abnormalities. RESULTS: A total of 110 patients with 57 left- and 53 right-sided breast cancers were evaluated. Overall, 37 patients (33.6%) developed a new cardiac abnormality. Left-sided radiotherapy was associated with an increase in new cardiac abnormalities (relative risk [RR] = 2.51; 95% confidence interval [CI], 1.34-4.67; P = .002). Both myocardial and valvular abnormalities were associated with left-sided radiotherapy (myocardial: RR = 2.21; 95% CI, 1.06-4.60; P = .029; valvular: RR = 3.30; 95% CI, 0.98-10.9; P = .044). There was no significant difference in decreased ejection fraction between left- and right-sided radiotherapy (9.6% vs. 2.1%; P = .207). A mean heart dose > 2 Gy as well as volume of the heart receiving 20 Gy (V20), V30, and V40 correlated with cardiac abnormalities (mean heart dose > 2 Gy: RR = 2.00; P = .040). CONCLUSION: New cardiac abnormalities, including myocardial and valvular dysfunction, are common after trastuzumab and radiotherapy. The incidence of new abnormalities correlates with tumor laterality and cardiac radiation dose exposure. Long-term follow-up is needed to understand the clinical significance of these early imaging abnormalities.

The Effectiveness of Intraoperative Clip Placement in Improving Radiation Therapy Boost Targeting After Oncoplastic Surgery.

PURPOSE: The role of surgical clips as markers of the tumor bed cavity for radiation therapy boost targeting after oncoplastic surgery is not well understood. Therefore, we sought to evaluate whether the placement of surgical clips can reduce interobserver variability in the delineation of the tumor bed cavities of oncoplastic surgery patients and ultimately determine an optimal number of clips to place. METHODS AND MATERIALS: We reviewed records of 39 women with breast cancer who underwent oncoplastic breast surgery and adjuvant radiation therapy at our institution. Three radiation oncologists contoured tumor bed cavity volumes on planning computed tomography simulation images. Interobserver variability was measured both by a coefficient of variation of radiation oncologists contour volume and a concordance index defined as the quotient of the intersecting and aggregated volume of the contours. Patients were stratified by the number of surgical clips placed and compared by 1-way analysis of variance. Simple linear regression was used to evaluate the relationship of total excised volume and interobserver variability in patients with a sufficient quantity of surgical clips. RESULTS: Interobserver variability in the delineation of the tumor bed cavity as measured by concordance index was significantly reduced in patients who received intraoperative surgical clips (F = 5.755; P = .001). A similar trend was seen in contour volume (F = 2.616; P = .052). Results of 1-way analysis of variance and post hoc analysis showed that 4 clips are effective and sufficient for reproducible delineation of the tumor bed cavity for the radiation therapy boost. Increasing excision volume does not result in an increase in interobserver variability (r2 = 0.00003). CONCLUSIONS: In oncoplastic surgery patients, intraoperative placement of surgical clips is beneficial and effective in improving the delineation of the tumor bed cavity for the radiation therapy boost. Four clips are necessary and sufficient for accurate boost targeting after lumpectomy with oncoplastic reconstruction.

Loss of Slug Compromises DNA Damage Repair and Accelerates Stem Cell Aging in Mammary Epithelium.

DNA damage activates checkpoints that limit the replicative potential of stem cells, including differentiation. These checkpoints protect against cancer development but also promote tissue aging. Because mice lacking Slug/Snai2 exhibit limited stem cell activity, including luminobasal differentiation, and are protected from mammary cancer, we reasoned that Slug might regulate DNA damage checkpoints in mammary epithelial cells. Here, we show that Slug facilitates efficient execution of RPA32-mediated DNA damage response (DDR) signaling. Slug deficiency leads to delayed phosphorylation of ataxia telangiectasia mutated and Rad3-related protein (ATR) and its effectors RPA32 and CHK1. This leads to impaired RAD51 recruitment to DNA damage sites and persistence of unresolved DNA damage. In vivo, Slug/Snai2 loss leads to increased DNA damage and premature aging of mammary epithelium. Collectively, our work demonstrates that the mammary stem cell regulator Slug controls DDR checkpoints by dually inhibiting differentiation and facilitating DDR repair, and its loss causes unresolved DNA damage and accelerated aging.

Interdisciplinary Teams and Home-Based Medical Care: Secondary Analysis of a National Survey.

OBJECTIVES: The objective of this study was to describe the use of interdisciplinary teams (IDTs) in home-based medical care practices. DESIGN: We performed a secondary data analysis using results from the 2013 National Home-Based Primary Care and Palliative Care Network survey of home-based medical care (HBMC) practices. SETTING AND PARTICIPANTS: Two hundred forty-six unique HBMC practices were included in this study. METHODS: Descriptive statistics and frequency distributions were generated on the sample characteristics, practice IDT configurations, and routine use of IDT meetings. Associations between practice characteristics, IDT configuration, and routine use of IDT meetings were analyzed using bivariate analyses and logistic regression. RESULTS: Sixty percent of practices held routinely scheduled IDT meetings. Most practices that used IDTs reported meeting weekly (42.2%) or monthly (26.5%). The most common practice team configurations included billing providers without teams (45.9%), billing providers with both a care coordinator and nurse (23.7%), then practices with either a billing provider and nurse (14.9%) or a billing provider with a care coordinator (14.2%). Practices that conducted regular IDT meetings were more likely to be a group practice rather than solo practice (59% vs 45%, P = .03), be owned or sponsored by a primary hospital or health system rather than an independent practice (23% vs 12%, P = .03), be financially subsidized by a hospital or health system rather than be independently financed (17% vs 6%, P = .01), be affiliated with an academic institution rather than not (30% vs 16%, P = .01), and be a not-for-profit vs for-profit entity (30% vs 17% P = .03). CONCLUSIONS AND IMPLICATIONS: There is substantial diversity in IDT integration in HBMC practices. Routine IDT care in HBMC will improve care quality but will require clear standards and accountability for it to be fully integrated into HBMC practice.

Late complications of radiation therapy for breast cancer: evolution in techniques and risk over time.

Radiation therapy in combination with surgery, chemotherapy, and endocrine therapy as indicated, has led to excellent local and distant control of early stage breast cancers. With the majority of these patients surviving long term, mitigating the probability and severity of late toxicities is vital. Radiation to the breast, with or without additional fields for nodal coverage, has the potential to negatively impact long term cosmetic outcome of the treated breast as well as cause rare, but severe, complications due to incidental dosage to the heart, lungs and contralateral breast. The long-term clinical side-effects of breast radiation have been studied extensively. This review aims to discuss the risk of developing late complications following breast radiation and how modern techniques can be used to diminish these risks.

Capecitabine as a Radiosensitizer in Adjuvant Chemoradiotherapy for Pancreatic Cancer: A Retrospective Study.

AIM: Pancreatic cancer remains one of the deadliest cancer diagnoses and is the fourth leading cause of cancer-related deaths in the U.S. Surgery is the mainstay of treatment for the 20% for whom the tumor is resectable, however, controversy exists over the appropriate adjuvant therapy where local recurrence rates remain strikingly high (50-85%). We aimed to evaluate the safety and efficacy of adding capecitabine (a known radiosensitizer by direct and abscopal effects) to concurrent radiation in the adjuvant setting after resection of pancreatic adenocarcinoma. PATIENTS AND METHODS: We conducted a retrospective study of 63 patients diagnosed from 2004-2013 with histopathologically-confirmed stage I/II pancreatic cancer treated with a surgical resection followed by adjuvant concurrent chemoradiation to at least 45 Gy using 3D planning and capecitabine at 1,600 mg/m(2)/day (Monday-Friday) for 6 weeks. This was combined with either 4 months of gemcitabine at 1,000 mg/m(2) weekly for 3 out of 4 weeks or capecitabine at 2,000 mg/m(2) for 14 days every 3 weeks for a total of 4 months. RESULTS: The majority of patients were over 65 years old (71%), male (60%), had negative surgical margins (79%), had pancreatic head or neck involvement (71%), Eastern Cooperative Oncology Group performance score of 1 (71%), and a cancer antigen 19-9 in the range of 11-100 U/ml at the time of diagnosis (51%). Of the 63 patients reviewed, 61 patients (97%) completed concurrent chemoradiotherapy. Treatment was halted in one patient due to gastritis and a second for gastrointestinal bleeding. Otherwise, adverse reactions during concurrent chemoradiotherapy were well-tolerated and the majority were Common Terminology Criteria for Adverse Events grades 1 and 2. Grade 3 toxicity was anorexia (n=2) and hand and foot syndrome (n=2) and GI bleeding (n=1). The only grade 4 toxicities were anorexia (n=1) and fatigue (n=1). The median follow-up of patients at the time of analysis was 36 months. The median survival of the entire cohort was 23.5 (range=8.5-42) months. The 1-, 2- and 3-year survival rates were 80%, 35% and 25%, respectively. CONCLUSION: Concurrent chemoradiation using capecitabine as a radiosensitizer in the adjuvant setting for pancreatic cancer was completed by the vast majority of patients in this series. Treatment was relatively well-tolerated, and its efficacy seems comparable to that for historical controls. This study probably represents the largest yet reported using capecitabine in this setting. Future studies including an increased sample size are required.

Modeling Expression Plasticity of Genes that Differentiate Drug-sensitive from Drug-resistant Cells to Chemotherapeutic Treatment.

By measuring gene expression at an unprecedented resolution and throughput, RNA-seq has played a pivotal role in studying biological functions. Its typical application in clinical medicine is to identify the discrepancies of gene expression between two different types of cancer cells, sensitive and resistant to chemotherapeutic treatment, in a hope to predict drug response. Here we modified and used a mechanistic model to identify distinct patterns of gene expression in response of different types of breast cancer cell lines to chemotherapeutic treatment. This model was founded on a mixture likelihood of Poisson-distributed transcript read data, with each mixture component specified by the Skellam function. By estimating and comparing the amount of gene expression in each environment, the model can test how genes alter their expression in response to environment and how different genes interact with each other in the responsive process. Using the modified model, we identified the alternations of gene expression between two cell lines of breast cancer, resistant and sensitive to tamoxifen, which allows us to interpret the expression mechanism of how genes respond to metabolic differences between the two cell types. The model can have a general implication for studying the plastic pattern of gene expression across different environments measured by RNA-seq.