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1.
Int J Gynecol Pathol ; 38(6): 588-596, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31593028

ABSTRACT

To evaluate the correlation between p16 expression and clinical outcomes in patients with primary vaginal cancer treated with definitive radiotherapy. P16 immunohistochemical was performed on 25 patient samples and recorded from pathology reports in 7 patients. P53 immunohistochemical was performed on 3 p16-negative samples. Baseline characteristics were compared using the Fisher exact test. Outcomes were compared using log-rank tests, and cox proportional hazards models. Survival and recurrence analysis was performed with the Kaplan-Meier method and cumulative incidence estimates. P16 expression was positive in 29 patients and negative in 3 patients. Two of the p16-negative tumors showed positive expression of p53. The median overall survival, progression-free survival and 2-yr cumulative incidence of recurrence were 66 mo [95% confidence interval (CI), 31-96], 34 mo (95% CI, 21-86), and 19% (95% CI, 7%-34%), respectively. P16-positive tumors had higher median overall survival and progression-free survival compared with p16-negative tumors (82 vs. 31 mo, P=0.02 and 35 vs 16 mo, P=0.04, respectively). The 2-yr cumulative incidence of recurrence was 14% for p16-positive tumors compared with 67% for p16-negative tumors (P=0.07). On univariable analysis, p16-negative status, age older than 65, and advanced stage were associated with inferior overall survival. P16 negativity is an independent predictor of inferior overall survival. P16-positive vaginal cancers have a better prognosis and decreased incidence of recurrence compared with p16-negative tumors. These prognostic findings associated with p16-negative vaginal cancers will need to be confirmed in larger patient cohorts.


Subject(s)
Biomarkers, Tumor/metabolism , Cyclin-Dependent Kinase Inhibitor p16/metabolism , Tumor Suppressor Protein p53/metabolism , Vaginal Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Immunohistochemistry , Kaplan-Meier Estimate , Middle Aged , Prognosis , Progression-Free Survival , Proportional Hazards Models , Retrospective Studies , Vaginal Neoplasms/metabolism , Vaginal Neoplasms/pathology , Vaginal Neoplasms/radiotherapy
2.
Adv Radiat Oncol ; 4(2): 429-437, 2019.
Article in English | MEDLINE | ID: mdl-31011689

ABSTRACT

PURPOSE: Quantitative changes in positron emission tomography with computed tomography imaging metrics over serial scans may be predictive biomarkers. We evaluated the relationship of pretreatment metabolic tumor growth rate (MTGR) and standardized uptake value velocity (SUVV) with disease recurrence or death in patients with early-stage non-small cell lung cancer treated with stereotactic ablative radiation therapy (SABR). METHODS AND MATERIALS: Under institutional review board approval, we retrospectively identified patients who underwent positron emission tomography with computed tomography at diagnosis and staging and simulation for SABR. Two cohorts underwent SABR between November 2005 to October 2012 (discovery) and January 2012 to April 2016 (validation). MTGR and SUVV were calculated as the daily change in metabolic tumor volume and maximum standardized uptake value, respectively. Cox proportional hazard models identified predictors of local, regional, and distant recurrence and death for the combined cohort. MTGR and SUVV thresholds dichotomizing risk of death in the discovery cohort were applied to the validation cohort. RESULTS: A total of 152 lesions were identified in 143 patients (92 lesions in 83 discovery cohort patients). In multivariable models, increasing MTGR trended toward increased hazard of distant recurrence (hazard ratio, 6.98; 95% confidence interval, 0.67-72.61; P = .10). In univariable models, SUVV trended toward risk of death (hazard ratio, 11.8, 95% confidence interval, 0.85-165.1, P = .07). MTGR greater than 0.04 mL/d was prognostic of decreased survival in discovery (P = .048) and validation cohorts (P < .01). CONCLUSIONS: MTGR greater than 0.04 mL/d is prognostic of death in patients with non-small cell lung cancer treated with SABR. Increasing SUVV trends, nonsignificantly, toward increased risk of recurrence and death. MTGR and SUVV may be candidate imaging biomarkers to study in trials evaluating systemic therapy with SABR for patients at high risk of out-of-field recurrence.

3.
Jt Comm J Qual Patient Saf ; 45(3): 156-163, 2019 03.
Article in English | MEDLINE | ID: mdl-30170753

ABSTRACT

BACKGROUND: Pediatric patients undergoing cardiac surgeries are at an increased surgical site infection (SSI) risk, given prolonged cardiopulmonary bypasses and delayed sternal closures. At one institution, the majority of cardiac patients developed SSIs during prolonged recoveries in the cardiovascular intensive care unit (CVICU). Although guidelines have been published to reduce SSIs in the perioperative period, there have been few guidelines to reduce the risk during prolonged hospital recoveries. The aim of this project was to study a postoperative SSI reduction care bundle, with a goal of reducing cardiac SSIs by 50%, from 3.4 to 1.7 per 100 procedures. METHODS: This project was conducted at a quaternary, pediatric academic center with a 20-bed CVICU. Historical control data were recorded from January 2013 through May 2015 and intervention/sustainment data from June 2015 through March 2017. A multidisciplinary SSI reduction team developed five key drivers that led to implementation of 11 postoperative SSI reduction care elements. Statistical process control charts were used to measure process compliance, and Pearson's chi-square test was used to determine differences in SSI rates. RESULTS: Prior to implementation, there were 27 SSIs in 799 pediatric cardiac surgeries (3.4 SSIs per 100 surgeries). After the intervention, SSIs significantly decreased to 5 in 570 procedures (0.9 SSIs per 100 surgeries; p = 0.0045). CONCLUSION: This project describes five key drivers and 11 elements that were dedicated to reducing the risk of SSI during prolonged CVICU recoveries from pediatric cardiac surgery, with demonstrated sustainability.


Subject(s)
Cardiac Surgical Procedures/methods , Patient Care Bundles/methods , Postoperative Care/standards , Quality Improvement/organization & administration , Surgical Wound Infection/prevention & control , Academic Medical Centers , Adolescent , Child , Child, Preschool , Female , Hospitals, Pediatric , Humans , Infant , Intensive Care Units/standards , Patient Care Bundles/nursing , Quality Improvement/standards , Risk Factors , Surgical Wound Infection/nursing
4.
Neurosurgery ; 82(1): 24-34, 2018 Jan 01.
Article in English | MEDLINE | ID: mdl-28605463

ABSTRACT

Glioblastoma is the most common primary brain tumor in adults. Standard therapy depends on patient age and performance status but principally involves surgical resection followed by a 6-wk course of radiation therapy given concurrently with temozolomide chemotherapy. Despite such treatment, prognosis remains poor, with a median survival of 16 mo. Challenges in achieving local control, maintaining quality of life, and limiting toxicity plague treatment strategies for this disease. Radiotherapy dose intensification through hypofractionation and stereotactic radiosurgery is a promising strategy that has been explored to meet these challenges. We review the use of hypofractionated radiotherapy and stereotactic radiosurgery for patients with newly diagnosed and recurrent glioblastoma.


Subject(s)
Brain Neoplasms/radiotherapy , Glioblastoma/radiotherapy , Radiation Dose Hypofractionation , Radiosurgery/methods , Adult , Aged , Brain Neoplasms/diagnosis , Clinical Trials as Topic/methods , Female , Glioblastoma/diagnosis , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/diagnosis , Neoplasm Recurrence, Local/radiotherapy , Prognosis , Quality of Life
5.
Pract Radiat Oncol ; 7(3): 173-182, 2017.
Article in English | MEDLINE | ID: mdl-28343896

ABSTRACT

PURPOSE: This study aims to determine how the albumin-bilirubin (ALBI) score compares with the Child-Pugh (CP) score for assessing liver function following stereotactic body radiation therapy (SBRT). METHODS AND MATERIALS: In total, 60 patients, 40 with hepatocellular carcinoma (HCC) and 20 with cholangiocarcinoma (CCA), were treated with SBRT. Liver function panels were obtained before and at 1, 3, 6, and 12 months after SBRT. Laboratory values were censored after locoregional recurrence, further liver-directed therapies, or liver transplant. RESULTS: A significant decline in hepatic function occurred after SBRT for HCC patients only (P = .001 by ALBI score; P < .0001 by CP score). By converting radiation doses to biologically equivalent doses by using a standard linear quadratic model using α/ß of 10, the strongest dosimetric predictor of liver function decline for HCC was the volume of normal liver irradiated by a dose of 40 Gy when assessing liver function by the ALBI score (P = .07), and the volume of normal liver irradiated by a dose of 20 Gy by using the CP score (P= .0009). For CCA patients, the volume of normal liver irradiated by a dose of 40 Gy remained the strongest dosimetric predictor when using the ALBI score (P = .002), but no dosimetric predictor was significant using the CP score. Hepatic function decline correlated with worse overall survival for HCC (by ALBI, P = .0005; by CP, P < .0001) and for CCA (by ALBI, P = NS; by CP, P = .008). CONCLUSIONS: ALBI score was similarly able to predict hepatic function decline compared with CP score, and both systems correlated with survival.


Subject(s)
Bilirubin/blood , Liver Neoplasms/radiotherapy , Liver/physiology , Radiosurgery/adverse effects , Serum Albumin, Human/analysis , Aged , Bile Duct Neoplasms/mortality , Bile Duct Neoplasms/physiopathology , Bile Duct Neoplasms/radiotherapy , Biomarkers , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/physiopathology , Carcinoma, Hepatocellular/radiotherapy , Cholangiocarcinoma/mortality , Cholangiocarcinoma/physiopathology , Cholangiocarcinoma/radiotherapy , Dose-Response Relationship, Radiation , Female , Humans , Liver/radiation effects , Liver Neoplasms/mortality , Liver Neoplasms/physiopathology , Male , Middle Aged , Radiation Injuries/etiology , Radiation Injuries/physiopathology , Radiosurgery/methods , Radiotherapy Dosage
6.
Abdom Radiol (NY) ; 42(4): 1132-1140, 2017 04.
Article in English | MEDLINE | ID: mdl-28008455

ABSTRACT

PURPOSE: To evaluate the capacity of perfusion CT imaging to distinguish between complete and incomplete responders after neoadjuvant chemoradiation therapy for rectal carcinoma, with particular attention to segmentation technique. MATERIALS AND METHODS: 17 patients were evaluated in this prospective IRB-approved study. For each patient, a perfusion CT acquisition was obtained prior to the initiation of chemoradiation, at 1-2 weeks after the start of chemoradiation, and at 12 weeks after the start of chemoradiation therapy. From each dataset, three perfusion parameters were measured, each in two different ways: a region of interest incorporating only "hot spots" of greatest enhancement and whole-tumor measurements. RESULTS: In univariate analysis, blood volume and permeability differed significantly between responders and non-responders. In logistic regression analysis evaluating predictors of the "complete response" outcome, only two predictors were retained as statistically significant: peak hot spot blood volume 1-2 weeks into therapy (OR 10.25, p = 0.0026) and hot spot permeability decline at 12 weeks after the initiation of therapy (OR 5.62, p = 0.03). The overall likelihood ratio test for this model supported the conclusion that hot spot blood volume and hot spot permeability decline were significant predictors of the complete pathologic response outcome (p < 0.0001). CONCLUSION: In this pilot study, peak tumor blood volume and decline in tumor permeability, when measured in "hot spots" of greatest enhancement, were strong predictors of complete therapeutic response in rectal cancer after neoadjuvant therapy.


Subject(s)
Chemoradiotherapy , Rectal Neoplasms/diagnostic imaging , Rectal Neoplasms/pathology , Rectal Neoplasms/therapy , Tomography, X-Ray Computed/methods , Aged , Contrast Media , Female , Humans , Male , Middle Aged , Neoadjuvant Therapy , Prospective Studies , Treatment Outcome , Tumor Burden
7.
Radiother Oncol ; 122(1): 130-136, 2017 01.
Article in English | MEDLINE | ID: mdl-27865544

ABSTRACT

PURPOSE: To further explore the correlation of central biliary tract (cHBT) radiation doses with hepatobiliary toxicity (HBT) after stereotactic body radiation therapy (SBRT) in a larger patient dataset. METHODS: We reviewed the treatment and outcomes of all patients who received SBRT for primary liver cancer (PLC) and metastatic liver tumors between July 2004 and November 2015 at our institution. The cHBT was defined as isotropic expansions (5, 10, 15, 20 and 25mm) from the portal vein (PV). Doses were converted to biologically effective doses by using the standard linear quadratic model with α/ß of 10 (BED10). HBT was graded according to the Common Terminology Criteria for Adverse Events v4.03. RESULTS: Median follow-up was 13months. Out of the 130 patients with complete follow-up records analyzed, 60 (46.1%) had liver metastases, 40 (30.8%) had hepatocellular carcinoma (HCC), 26 (20%) had cholangiocarcinoma (CCA) and 4 (3.1%) patients other PLC histologies. Thirty-three (25.4%) grade 2+ and 28 (21.5%) grade 3+ HBT were observed. Grade 3+ HBT was seen in 13 patients (50%) with CCA, 7 patients (17.5%) with HCC and 7 (11.7%) patients with liver metastases. SBRT doses to the cHBT were highly associated with HBT, but only for PLC patients when analyzed by histological subtype. The 15mm expansion from the PV (cHBT15) proved to be an appropriate surrogate for the cHBT. The strongest cHBT15 dose predictors for G3+ HBT for PLC were the VBED1040⩾37cc (p<0.0001) and the VBED1030⩾45cc (p<0.0001). CONCLUSION: SBRT doses to the cHBT are associated with occurrence of HBT only in PLC patients. Limiting the dose to the cHBT to VBED1040<37cc and VBED1030<45cc when treating PLC patients with SBRT may reduce the risk of HBT.


Subject(s)
Liver Neoplasms/radiotherapy , Liver/radiation effects , Nomograms , Radiation Injuries/etiology , Radiosurgery/adverse effects , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Male , Middle Aged
8.
J Clin Oncol ; 34(9): 902-9, 2016 Mar 20.
Article in English | MEDLINE | ID: mdl-26351332

ABSTRACT

PURPOSE: The Clinical Evaluation of Pertuzumab and Trastuzumab (CLEOPATRA) study showed a 15.7-month survival benefit with the addition of pertuzumab to docetaxel and trastuzumab (THP) as first-line treatment for patients with human epidermal growth factor receptor 2 (HER2) -overexpressing metastatic breast cancer. We performed a cost-effectiveness analysis to assess the value of adding pertuzumab. PATIENT AND METHODS: We developed a decision-analytic Markov model to evaluate the cost effectiveness of docetaxel plus trastuzumab (TH) with or without pertuzumab in US patients with metastatic breast cancer. The model followed patients weekly over their remaining lifetimes. Health states included stable disease, progressing disease, hospice, and death. Transition probabilities were based on the CLEOPATRA study. Costs reflected the 2014 Medicare rates. Health state utilities were the same as those used in other recent cost-effectiveness studies of trastuzumab and pertuzumab. Outcomes included health benefits expressed as discounted quality-adjusted life-years (QALYs), costs in US dollars, and cost effectiveness expressed as an incremental cost-effectiveness ratio. One- and multiway deterministic and probabilistic sensitivity analyses explored the effects of specific assumptions. RESULTS: Modeled median survival was 39.4 months for TH and 56.9 months for THP. The addition of pertuzumab resulted in an additional 1.81 life-years gained, or 0.62 QALYs, at a cost of $472,668 per QALY gained. Deterministic sensitivity analysis showed that THP is unlikely to be cost effective even under the most favorable assumptions, and probabilistic sensitivity analysis predicted 0% chance of cost effectiveness at a willingness to pay of $100,000 per QALY gained. CONCLUSION: THP in patients with metastatic HER2-positive breast cancer is unlikely to be cost effective in the United States.


Subject(s)
Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/economics , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/economics , Breast Neoplasms/drug therapy , Aged , Breast Neoplasms/economics , Breast Neoplasms/enzymology , Breast Neoplasms/pathology , Cost-Benefit Analysis , Decision Support Techniques , Docetaxel , Female , Humans , Markov Chains , Middle Aged , Models, Economic , Neoplasm Invasiveness , Receptor, ErbB-2/biosynthesis , Taxoids/administration & dosage , Taxoids/economics , Trastuzumab/administration & dosage , Trastuzumab/economics , United States
10.
Jt Comm J Qual Patient Saf ; 41(1): 35-42, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25976722

ABSTRACT

BACKGROUND: In the transition of a patient from the operating room (OR) to the postanesthesia care unit (PACU), it was hypothesized that (1) standardizing the members of sending and receiving teams and (2) requiring a structured handoff process would increase the overall amount of patient information transferred in the OR-to-PACU handoff process. METHODS: A prospective cohort study was conducted at a 311-bed freestanding academic pediatric hospital in Northern California. The intervention, which was conducted in February-March 2013, consisted of (1) requiring the sending team to include a surgeon, an anesthesiologist, and a circulating nurse, and the receiving team to include the PACU nurse; (2) standardizing the content of the handoff on the basis of literature-guided recommendations; and (3) presenting the handoff verbally in the I-PASS format. Data included amount of patient information transferred, duration of handoff, provider presence, and nurse satisfaction. RESULTS: Forty-one audits during the preimplementation phase and 45 audits during the postimplementation phase were analyzed. Overall information transfer scores increased significantly from a mean score of 49% to 83% (p < .0001). Twenty-two PACU nurse satisfaction surveys were completed after the preimplementation phase and 14 surveys were completed in the postimplementation phase. Paired mean total satisfaction scores increased from 36 to 44 (p =. 004). The duration of the handoffs trended downward from 4.1 min to 3.5 min (p = 0.10). CONCLUSION: A standardized, team-based approach to OR-to-PACU handoffs increased the quantity of patient information transferred, increased PACU nurse satisfaction, and did not increase the handoff duration.

11.
J Clin Pathol ; 68(5): 341-5, 2015 May.
Article in English | MEDLINE | ID: mdl-25681512

ABSTRACT

AIMS: To determine whether expression of Smad4, a tumour suppressor found to be absent in 10% of colorectal cancer (CRC), is associated with outcomes in patients with CRC. METHODS: Tumour samples from 241 consecutive patients with CRC who underwent upfront colon resection between 2005 and 2009 were obtained. Triplicate tissue cores from resected primary colon tumours and matched normal controls were used to construct the tissue microarrays (TMAs). We examined the expression of Smad4 using immunohistochemistry. Clinicopathological records were obtained for all patients. TMAs were reviewed by two pathologists and scored as either 'positive' or 'negative' for nuclear staining. In total, 21 of 241 tumours (8.6%) were Smad4 negative. RESULTS: Loss of Smad4 expression correlated with significantly worse overall survival (OS) (p=0.011) and disease-free survival (DFS) (p=0.024). Patients with loss of Smad4 expression had a median OS of 31 months compared with 89 months positive Smad4 expression. Loss of Smad4 remained significant on multivariate analysis for OS (p=0.0097). In patients with node-positive disease, loss of Smad4 predicts for worse DFS (p=0.012). In patients with metastatic and recurrent disease, Smad4 loss predicts for worse OS (p=0.012). Of the patients that received capecitabine over the course of their treatment, those with Smad4 loss (n=13) had significantly worse DFS (p=0.003) and OS (p=0.0007). CONCLUSIONS: Loss of Smad4 expression is associated with worse DFS and OS in multiple subsets of patients with CRC. Further studies are required to validate our findings and ascertain the role of Smad4 status in the management of this disease.


Subject(s)
Adenocarcinoma/chemistry , Adenocarcinoma/drug therapy , Antimetabolites, Antineoplastic/therapeutic use , Biomarkers, Tumor/analysis , Colorectal Neoplasms/chemistry , Colorectal Neoplasms/drug therapy , Deoxycytidine/analogs & derivatives , Fluorouracil/analogs & derivatives , Smad4 Protein/analysis , Tumor Suppressor Proteins/analysis , Adenocarcinoma/mortality , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Capecitabine , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Deoxycytidine/therapeutic use , Disease Progression , Disease-Free Survival , Down-Regulation , Female , Fluorouracil/therapeutic use , Humans , Immunohistochemistry , Kaplan-Meier Estimate , Lymphatic Metastasis , Male , Middle Aged , Multivariate Analysis , Neoplasm Recurrence, Local , Proportional Hazards Models , Retrospective Studies , Risk Factors , Time Factors , Tissue Array Analysis , Treatment Outcome
12.
Pancreas ; 43(5): 777-83, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24632549

ABSTRACT

OBJECTIVES: We sought to determine if carbohydrate antigen 19-9 (CA19-9 ) nadir (nCA19-9), time to nadir (TTN), and doubling time (DT) after radiotherapy (RT) correlate with outcomes in pancreatic ductal adenocarcinoma. METHODS: We examined the records of 102 patients treated with RT for primary, nonmetastatic pancreatic ductal adenocarcinoma between August 1998 and July 2011. Of these, 33 patients were treated with postoperative chemoradiotherapy (PORT) and 69 patients with definitive chemoradiotherapy (CRT). RESULTS: Among the patients treated with PORT, TTN and DT were associated with both overall survival (OS; P = <0.01 for both) and freedom from progression (FFP; P = <0.01 for both). In patients treated with CRT, nCA19-9 and TTN correlated with both OS (P = <0.01 and P = 0.02, respectively) and FFP (P = 0.01 and <0.01, respectively). On multivariable analysis, in patients treated with PORT, TTN remained independently correlated with OS and FFP (P = 0.01; hazard ratios [HR], 6.43 and P = 0.02; HR, 4.00, respectively), whereas DT remained independently correlated to FFP (P = 0.04; HR, 0.27). In patients treated with CRT, controlling for pretreatment CA19-9, nCA19-9 and TTN independently correlated with OS (P = <0.01; HR, 3.0 and P = 0.03; HR, 2.56, respectively) and FFP (P = 0.04; HR, 2.31 and P = <0.01; HR, 4.0, respectively). CONCLUSIONS: CA19-9 kinetics after RT correlate with disease progression and survival and could serve as a prognostic tool to guide treatment decisions.


Subject(s)
Adenocarcinoma/therapy , CA-19-9 Antigen/analysis , Carcinoma, Pancreatic Ductal/therapy , Pancreatic Neoplasms/therapy , Adenocarcinoma/surgery , Adult , Aged , Aged, 80 and over , Carcinoma, Pancreatic Ductal/surgery , Chemoradiotherapy , Female , Humans , Kaplan-Meier Estimate , Kinetics , Male , Middle Aged , Outcome Assessment, Health Care/statistics & numerical data , Pancreatic Neoplasms/surgery , Proportional Hazards Models , Retrospective Studies
13.
Int J Radiat Oncol Biol Phys ; 87(3): 464-70, 2013 Nov 01.
Article in English | MEDLINE | ID: mdl-23972721

ABSTRACT

PURPOSE: To determine what factors US radiation oncology residents consider when choosing academic or nonacademic careers. METHODS AND MATERIALS: A 20-question online survey was developed and sent to all US radiation oncology residents to assess factors that influence their career interest. Residents were asked to rate their interest in academics (A) versus private practice (PP) on a 0 (strong interest in A) to 100 (strong interest in PP) scale. Responses were classified as A (0-30), undecided (40-60), and PP (70-100). Residents were also asked to rank 10 factors that most strongly influenced their career interest. RESULTS: Three hundred thirty-one responses were collected, of which 264 were complete and form the basis for this analysis. Factors that correlated with interest in A included having a PhD (P=.018), postgraduate year level (P=.0006), research elective time (P=.0003), obtaining grant funding during residency (P=.012), and number of publications before residency (P=.0001), but not number of abstracts accepted in the past year (P=.65) or publications during residency (P=.67). The 3 most influential factors for residents interested in A were: (1) baseline interest before residency; (2) academic role models; and (3) research opportunities during residency. The 3 most influential factors for residents interested in PP were: (1) baseline interest before residency; (2) academic role models; and (3) academic pressure and obligations. CONCLUSIONS: Interest in A correlated with postgraduate year level, degree, and research time during residency. Publications before but not during residency correlated with academic interest, and baseline interest was the most influential factor. These data can be used by residency program directors to better understand what influences residents' career interest.


Subject(s)
Career Choice , Internship and Residency , Private Practice , Radiation Oncology , Research , Adult , Educational Status , Female , Financing, Organized , Humans , Male , Peer Review, Research , Professional Role , Surveys and Questionnaires , United States
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