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1.
J Gen Intern Med ; 38(11): 2584-2592, 2023 08.
Article in English | MEDLINE | ID: mdl-36749434

ABSTRACT

BACKGROUND: Breast cancer risk models guide screening and chemoprevention decisions, but the extent and effect of variability among models, particularly at the individual level, is uncertain. OBJECTIVE: To quantify the accuracy and disagreement between commonly used risk models in categorizing individual women as average vs. high risk for developing invasive breast cancer. DESIGN: Comparison of three risk prediction models: Breast Cancer Risk Assessment Tool (BCRAT), Breast Cancer Surveillance Consortium (BCSC) model, and International Breast Intervention Study (IBIS) model. SUBJECTS: Women 40 to 74 years of age presenting for screening mammography at a multisite health system between 2011 and 2015, with 5-year follow-up for cancer outcome. MAIN MEASURES: Comparison of model discrimination and calibration at the population level and inter-model agreement for 5-year breast cancer risk at the individual level using two cutoffs (≥ 1.67% and ≥ 3.0%). KEY RESULTS: A total of 31,115 women were included. When using the ≥ 1.67% threshold, more than 21% of women were classified as high risk for developing breast cancer in the next 5 years by one model, but average risk by another model. When using the ≥ 3.0% threshold, more than 5% of women had disagreements in risk severity between models. Almost half of the women (46.6%) were classified as high risk by at least one of the three models (e.g., if all three models were applied) for the threshold of ≥ 1.67%, and 11.1% were classified as high risk for ≥ 3.0%. All three models had similar accuracy at the population level. CONCLUSIONS: Breast cancer risk estimates for individual women vary substantially, depending on which risk assessment model is used. The choice of cutoff used to define high risk can lead to adverse effects for screening, preventive care, and quality of life for misidentified individuals. Clinicians need to be aware of the high false-positive and false-negative rates and variation between models when talking with patients.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/epidemiology , Mammography/adverse effects , Risk Factors , Quality of Life , Early Detection of Cancer , Risk Assessment
2.
JAMA Netw Open ; 5(11): e2242343, 2022 11 01.
Article in English | MEDLINE | ID: mdl-36409497

ABSTRACT

Importance: With a shortfall in fellowship-trained breast radiologists, mammography screening programs are looking toward artificial intelligence (AI) to increase efficiency and diagnostic accuracy. External validation studies provide an initial assessment of how promising AI algorithms perform in different practice settings. Objective: To externally validate an ensemble deep-learning model using data from a high-volume, distributed screening program of an academic health system with a diverse patient population. Design, Setting, and Participants: In this diagnostic study, an ensemble learning method, which reweights outputs of the 11 highest-performing individual AI models from the Digital Mammography Dialogue on Reverse Engineering Assessment and Methods (DREAM) Mammography Challenge, was used to predict the cancer status of an individual using a standard set of screening mammography images. This study was conducted using retrospective patient data collected between 2010 and 2020 from women aged 40 years and older who underwent a routine breast screening examination and participated in the Athena Breast Health Network at the University of California, Los Angeles (UCLA). Main Outcomes and Measures: Performance of the challenge ensemble method (CEM) and the CEM combined with radiologist assessment (CEM+R) were compared with diagnosed ductal carcinoma in situ and invasive cancers within a year of the screening examination using performance metrics, such as sensitivity, specificity, and area under the receiver operating characteristic curve (AUROC). Results: Evaluated on 37 317 examinations from 26 817 women (mean [SD] age, 58.4 [11.5] years), individual model AUROC estimates ranged from 0.77 (95% CI, 0.75-0.79) to 0.83 (95% CI, 0.81-0.85). The CEM model achieved an AUROC of 0.85 (95% CI, 0.84-0.87) in the UCLA cohort, lower than the performance achieved in the Kaiser Permanente Washington (AUROC, 0.90) and Karolinska Institute (AUROC, 0.92) cohorts. The CEM+R model achieved a sensitivity (0.813 [95% CI, 0.781-0.843] vs 0.826 [95% CI, 0.795-0.856]; P = .20) and specificity (0.925 [95% CI, 0.916-0.934] vs 0.930 [95% CI, 0.929-0.932]; P = .18) similar to the radiologist performance. The CEM+R model had significantly lower sensitivity (0.596 [95% CI, 0.466-0.717] vs 0.850 [95% CI, 0.766-0.923]; P < .001) and specificity (0.803 [95% CI, 0.734-0.861] vs 0.945 [95% CI, 0.936-0.954]; P < .001) than the radiologist in women with a prior history of breast cancer and Hispanic women (0.894 [95% CI, 0.873-0.910] vs 0.926 [95% CI, 0.919-0.933]; P = .004). Conclusions and Relevance: This study found that the high performance of an ensemble deep-learning model for automated screening mammography interpretation did not generalize to a more diverse screening cohort, suggesting that the model experienced underspecification. This study suggests the need for model transparency and fine-tuning of AI models for specific target populations prior to their clinical adoption.


Subject(s)
Breast Neoplasms , Mammography , Humans , Female , Adult , Middle Aged , Artificial Intelligence , Breast Neoplasms/diagnostic imaging , Retrospective Studies , Early Detection of Cancer
3.
J Pathol Inform ; 13: 100104, 2022.
Article in English | MEDLINE | ID: mdl-36268085

ABSTRACT

Although pathologists have their own viewing habits while diagnosing, viewing behaviors leading to the most accurate diagnoses are under-investigated. Digital whole slide imaging has enabled investigators to analyze pathologists' visual interpretation of histopathological features using mouse and viewport tracking techniques. In this study, we provide definitions for basic viewing behavior variables and investigate the association of pathologists' characteristics and viewing behaviors, and how they relate to diagnostic accuracy when interpreting whole slide images. We use recordings of 32 pathologists' actions while interpreting a set of 36 digital whole slide skin biopsy images (5 sets of 36 cases; 180 cases total). These viewport tracking data include the coordinates of a viewport scene on pathologists' screens, the magnification level at which that viewport was viewed, as well as a timestamp. We define a set of variables to quantify pathologists' viewing behaviors such as zooming, panning, and interacting with a consensus reference panel's selected region of interest (ROI). We examine the association of these viewing behaviors with pathologists' demographics, clinical characteristics, and diagnostic accuracy using cross-classified multilevel models. Viewing behaviors differ based on clinical experience of the pathologists. Pathologists with a higher caseload of melanocytic skin biopsy cases and pathologists with board certification and/or fellowship training in dermatopathology have lower average zoom and lower variance of zoom levels. Viewing behaviors associated with higher diagnostic accuracy include higher average and variance of zoom levels, a lower magnification percentage (a measure of consecutive zooming behavior), higher total interpretation time, and higher amount of time spent viewing ROIs. Scanning behavior, which refers to panning with a fixed zoom level, has marginally significant positive association with accuracy. Pathologists' training, clinical experience, and their exposure to a range of cases are associated with their viewing behaviors, which may contribute to their diagnostic accuracy. Research in computational pathology integrating digital imaging and clinical informatics opens up new avenues for leveraging viewing behaviors in medical education and training, potentially improving patient care and the effectiveness of clinical workflow.

4.
PLoS One ; 17(4): e0266097, 2022.
Article in English | MEDLINE | ID: mdl-35385532

ABSTRACT

BACKGROUND: Shareable e-scooters have become popular, but injuries to riders and bystanders have not been well characterized. The goal of this study was to describe e-scooter injuries and estimate the rate of injury per e-scooter trip. METHODS AND FINDINGS: Retrospective review of patients presenting to 180 clinics and 2 hospitals in greater Los Angeles between January 1, 2014 and May 14, 2020. Injuries were identified using a natural language processing (NLP) algorithm not previously used to identify injuries, tallied, and described along with required healthcare resources. We combine these tallies with municipal data on scooter use to report a monthly utilization-corrected rate of e-scooter injuries. We searched 36 million clinical notes. Our NLP algorithm correctly classified 92% of notes in the testing set compared with the gold standard of investigator review. In total, we identified 1,354 people injured by e-scooters; 30% were seen in more than one clinical setting (e.g., emergency department and a follow-up outpatient visit), 29% required advanced imaging, 6% required inpatient admission, and 2 died. We estimate 115 injuries per million e-scooter trips were treated in our health system. CONCLUSIONS: Our observed e-scooter injury rate is likely an underestimate, but is similar to that previously reported for motorcycles. However, the comparative severity of injuries is unknown. Our methodology may prove useful to study other clinical conditions not identifiable by existing diagnostic systems.


Subject(s)
Accidents, Traffic , Natural Language Processing , Emergency Service, Hospital , Humans , Motorcycles , Retrospective Studies
5.
Clin Infect Dis ; 74(2): 271-277, 2022 01 29.
Article in English | MEDLINE | ID: mdl-33939799

ABSTRACT

BACKGROUND: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused one of the worst pandemics in recent history. Few reports have revealed that SARS-CoV-2 was spreading in the United States as early as the end of January. In this study, we aimed to determine if SARS-CoV-2 had been circulating in the Los Angeles (LA) area at a time when access to diagnostic testing for coronavirus disease 2019 (COVID-19) was severely limited. METHODS: We used a pooling strategy to look for SARS-CoV-2 in remnant respiratory samples submitted for regular respiratory pathogen testing from symptomatic patients from November 2019 to early March 2020. We then performed sequencing on the positive samples. RESULTS: We detected SARS-CoV-2 in 7 specimens from 6 patients, dating back to mid-January. The earliest positive patient, with a sample collected on January 13, 2020 had no relevant travel history but did have a sibling with similar symptoms. Sequencing of these SARS-CoV-2 genomes revealed that the virus was introduced into the LA area from both domestic and international sources as early as January. CONCLUSIONS: We present strong evidence of community spread of SARS-CoV-2 in the LA area well before widespread diagnostic testing was being performed in early 2020. These genomic data demonstrate that SARS-CoV-2 was being introduced into Los Angeles County from both international and domestic sources in January 2020.


Subject(s)
COVID-19 , SARS-CoV-2 , Diagnostic Techniques and Procedures , Humans , Los Angeles/epidemiology , Retrospective Studies
6.
Acad Pathol ; 7: 2374289520951922, 2020.
Article in English | MEDLINE | ID: mdl-33088907

ABSTRACT

Digital whole slide images are Food and Drug Administration approved for clinical diagnostic use in pathology; however, integration is nascent. Trainees from 9 pathology training programs completed an online survey to ascertain attitudes toward and experiences with whole slide images for pathological interpretations. Respondents (n = 76) reported attending 63 unique medical schools (45 United States, 18 international). While 63% reported medical school exposure to whole slide images, most reported ≤ 5 hours. Those who began training more recently were more likely to report at least some exposure to digital whole slide image training in medical school compared to those who began training earlier: 75% of respondents beginning training in 2017 or 2018 reported exposure to whole slide images compared to 54% for trainees beginning earlier. Trainees exposed to whole slide images in medical school were more likely to agree they were comfortable using whole slide images for interpretation compared to those not exposed (29% vs 12%; P = .06). Most trainees agreed that accurate diagnoses can be made using whole slide images for primary diagnosis (92%; 95% CI: 86-98) and that whole slide images are useful for obtaining second opinions (93%; 95% CI: 88-99). Trainees reporting whole slide image experience during training, compared to those with no experience, were more likely to agree they would use whole slide images in 5 years for primary diagnosis (64% vs 50%; P = .3) and second opinions (86% vs 76%; P = .4). In conclusion, although exposure to whole slide images in medical school has increased, overall exposure is limited. Positive attitudes toward future whole slide image diagnostic use were associated with exposure to this technology during medical training. Curricular integration may promote adoption.

7.
J Med Internet Res ; 22(9): e21562, 2020 09 10.
Article in English | MEDLINE | ID: mdl-32791492

ABSTRACT

BACKGROUND: Accurately assessing the regional activity of diseases such as COVID-19 is important in guiding public health interventions. Leveraging electronic health records (EHRs) to monitor outpatient clinical encounters may lead to the identification of emerging outbreaks. OBJECTIVE: The aim of this study is to investigate whether excess visits where the word "cough" was present in the EHR reason for visit, and hospitalizations with acute respiratory failure were more frequent from December 2019 to February 2020 compared with the preceding 5 years. METHODS: A retrospective observational cohort was identified from a large US health system with 3 hospitals, over 180 clinics, and 2.5 million patient encounters annually. Data from patient encounters from July 1, 2014, to February 29, 2020, were included. Seasonal autoregressive integrated moving average (SARIMA) time-series models were used to evaluate if the observed winter 2019/2020 rates were higher than the forecast 95% prediction intervals. The estimated excess number of visits and hospitalizations in winter 2019/2020 were calculated compared to previous seasons. RESULTS: The percentage of patients presenting with an EHR reason for visit containing the word "cough" to clinics exceeded the 95% prediction interval the week of December 22, 2019, and was consistently above the 95% prediction interval all 10 weeks through the end of February 2020. Similar trends were noted for emergency department visits and hospitalizations starting December 22, 2019, where observed data exceeded the 95% prediction interval in 6 and 7 of the 10 weeks, respectively. The estimated excess over the 3-month 2019/2020 winter season, obtained by either subtracting the maximum or subtracting the average of the five previous seasons from the current season, was 1.6 or 2.0 excess visits for cough per 1000 outpatient visits, 11.0 or 19.2 excess visits for cough per 1000 emergency department visits, and 21.4 or 39.1 excess visits per 1000 hospitalizations with acute respiratory failure, respectively. The total numbers of excess cases above the 95% predicted forecast interval were 168 cases in the outpatient clinics, 56 cases for the emergency department, and 18 hospitalized with acute respiratory failure. CONCLUSIONS: A significantly higher number of patients with respiratory complaints and diseases starting in late December 2019 and continuing through February 2020 suggests community spread of SARS-CoV-2 prior to established clinical awareness and testing capabilities. This provides a case example of how health system analytics combined with EHR data can provide powerful and agile tools for identifying when future trends in patient populations are outside of the expected ranges.


Subject(s)
Cough/epidemiology , Respiratory Insufficiency/epidemiology , Acute Disease , Adult , Ambulatory Care Facilities , Betacoronavirus , COVID-19 , California/epidemiology , Coronavirus Infections , Electronic Health Records , Emergency Service, Hospital , Female , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Pandemics , Pneumonia, Viral , Retrospective Studies , SARS-CoV-2 , Seasons
8.
JAMA Dermatol ; 156(3): 320-324, 2020 03 01.
Article in English | MEDLINE | ID: mdl-31995131

ABSTRACT

Importance: Many patients presently have access to their pathologic test result reports via online patient portals, yet little is known about pathologists' perspective on this topic. Objective: To examine dermatopathologists' experience and perceptions of patient online access to pathology reports. Design, Setting, and Participants: A survey of 160 dermatopathologists currently practicing in the United States who are board certified and/or fellowship trained in dermatopathology was conducted between July 15, 2018, and September 23, 2019. Those who reported interpreting skin biopsies of melanocytic lesions within the previous year and expected to continue interpreting them for the next 2 years were included. Main Outcomes and Measures: Dermatopathologists' demographic and clinical characteristics, experiences with patient online access to pathologic test result reports, potential behaviors and reactions to patient online access to those reports, and effects on patients who read their pathologic test result reports online. Results: Of the 160 participating dermatopathologists from the 226 eligible for participation (71% response rate), 107 were men (67%); mean (SD) age was 49 (9.7) years (range, 34-77 years). Ninety-one participants (57%) reported that patients have contacted them directly about pathologic test reports they had written. Some participants noted that they would decrease their use of abbreviations and/or specialized terminology (57 [36%]), change the way they describe lesions suspicious for cancer (29 [18%]), and need specialized training in communicating with patients (39 [24%]) if patients were reading their reports. Most respondents perceived that patient understanding would increase (97 [61%]) and the quality of patient-physician communication would increase (98 [61%]) owing to the availability of online reports. Slightly higher proportions perceived increased patient worry (114 [71%]) and confusion (116 [73%]). However, on balance, most participants (114 [71%]) agreed that making pathologic test result reports available to patients online is a good idea. Conclusions and Relevance: Dermatopathologists in this survey study perceived both positive and negative consequences of patient online access to pathologic test result reports written by the respondents. Most participants believe that making pathologic test result reports available to patients online is a good idea; however, they also report concerns about patient worry and confusion increasing as a result. Further research regarding best practices and the effect on both patients and clinicians is warranted.


Subject(s)
Dermatologists/statistics & numerical data , Dermatology/methods , Pathologists/statistics & numerical data , Patient Portals , Skin Neoplasms/diagnosis , Adult , Aged , Attitude of Health Personnel , Biopsy , Female , Humans , Male , Middle Aged , Patient Access to Records , Physician-Patient Relations , Skin Diseases/diagnosis , Skin Diseases/pathology , Skin Neoplasms/pathology , Surveys and Questionnaires , Terminology as Topic , United States
9.
Oral Oncol ; 89: 121-126, 2019 02.
Article in English | MEDLINE | ID: mdl-30732949

ABSTRACT

PURPOSE: To investigate the prognostic value of pre-treatment immune parameters including white blood cell count (WBC) and circulating lymphocyte count (CLC) among patients with oropharyngeal carcinoma treated by radiation therapy. METHODS AND MATERIALS: A total of 136 consecutive patients were treated by radiation therapy for locally advanced (stage III/IV) squamous cell carcinoma of the oropharynx with known human papillomavirus (HPV) status. Medical records were reviewed to identify patients with documented pre-treatment laboratory bloodwork. The Kaplan-Meier method and linear regression models were used to evaluate the association between pre-treatment CBC and CLC values with survival endpoints. RESULTS: One hundred and eleven patients satisfied inclusion criteria. Median age was 62 years (range, 22-91). Eighty-four patients were HPV-positive (76%) and 27 (24%) were HPV-negative. There was no difference in WBC and CLC mean values at baseline between HPV-positive and HV-negative (p > 0.05, for both). Trends were detected in the HPV-positive cohort favoring patients with higher CLC, with respect to 2-year local-regional control (93% vs. 82%, p = 0.06) and distant control (88% vs. 82%, p = 0.10) using the median CLC as cut-off. HPV-positive patients with CLC values in the lowest quartile had inferior local-regional control compared to those in the upper 3 quartiles (69% vs. 89%, p = 0.01). CONCLUSION: Low pre-treatment CLC was correlated with local-regional recurrence and distant failure among HPV-positive patients. These associations were not observed in the HPV-negative cohort.


Subject(s)
Oropharyngeal Neoplasms/immunology , Oropharyngeal Neoplasms/radiotherapy , Papillomaviridae/pathogenicity , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Oropharyngeal Neoplasms/pathology , Prognosis , Young Adult
10.
Adv Radiat Oncol ; 3(2): 111-120, 2018.
Article in English | MEDLINE | ID: mdl-29904734

ABSTRACT

PURPOSE: The practice of deliberately sparing the ipsilateral parotid gland with intensity modulated radiation therapy (IMRT) in patients with node-positive head and neck cancer is controversial. We sought to compare the clinical outcomes among consecutive cohorts of patients with head and neck cancer who were treated with differing strategies to spare the parotid gland that is ipsilateral to the involved neck using IMRT. METHODS AND MATERIALS: A total of 305 patients were treated with IMRT for node-positive squamous cell carcinoma of the head and neck. The first 139 patients were treated with IMRT whereby the ipsilateral parotid gland was delineated and intentionally designated as an avoidance structure during planning. The subsequent 166 patients were treated by IMRT without the deliberate sparing of the ipsilateral parotid gland. RESULTS: The 2-year estimates of overall survival, local-regional control, and distant metastasis-free survival were 84%, 73%, and 87%, respectively. The 2-year estimates of overall survival were 77% and 86% among patients who were treated by IMRT with and without the sparing of the ipsilateral parotid gland, respectively (P = .01). The respective rates of 2-year regional control were 76% and 90% (P < .001). A trend was observed between increased nodal burden in the ipsilateral cervical neck and the likelihood of regional failure for both groups. A spatial evaluation revealed a significantly higher incidence of marginal failures and true misses in the cohort of patients who underwent IMRT with the sparing of the ipsilateral parotid gland. CONCLUSION: Caution is urged when using IMRT to spare patients' parotid gland on the involved side of neck disease. Our study showed a significantly higher preponderance of regional failure, which highlights the need for careful patient selection and consideration of clinical and pathological factors that influence the likelihood of disease recurrence in the ipsilateral neck.

11.
Am J Clin Oncol ; 41(12): 1154-1161, 2018 12.
Article in English | MEDLINE | ID: mdl-29664796

ABSTRACT

OBJECTIVES: The objective of this study was to analyze outcomes for patients with soft tissue sarcoma of the extremities using neoadjuvant ifosfamide-based chemotherapy and hypofractionated reduced dose radiotherapy, followed by limb-sparing surgery. MATERIALS AND METHODS: An Institutional Review Board (IRB)-approved retrospective review of patients treated at a single institution between 1990 and 2013 was performed. In total, 116 patients were identified who received neoadjuvant ifosfamide-based chemotherapy and 28 Gy in 8 fractions of preoperative radiation (equivalent dose in 2 Gray fractions, 31.5 Gy [α/ß 10] 36.4 Gy [α/ß 3]) followed by limb-sparing surgery. Local recurrence (LR), distant failure (DF), and overall survival (OS) were calculated. Univariate and multivariate analysis for LR, DF, and OS were performed using Cox analysis. Statistical significance was set at a P<0.05. RESULTS: Median follow-up was 5.9 years (range, 0.3 to 24 y). Actuarial LR at 3/6 years was 11%/17%, DF at 3/6 years was 25%/35%, and OS at 3/6 years was 82%/67%. On multivariate analysis, only a positive surgical margin was significantly correlated with worse local control (P=0.005; hazard ratio [HR], 18.33; 95% confidence interval (CI), 2.41-139.34). Age over 60 years (P=0.03; HR, 2.34; 95% CI, 1.10-4.98) and tumor size over 10 cm compared with tumor size ≤5 cm (P=0.03; HR, 3.32; 95% CI, 1.15-9.61) were associated with worse OS. CONCLUSIONS: Soft tissue extremity sarcoma patients treated using reduced dose hypofractionated preoperative radiotherapy in combination with ifosfamide-based chemotherapy shows acceptable local control and warrants further investigation.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Chemoradiotherapy, Adjuvant/mortality , Extremities/pathology , Neoadjuvant Therapy/mortality , Preoperative Care , Sarcoma/therapy , Adolescent , Adult , Aged , Aged, 80 and over , Doxorubicin/administration & dosage , Female , Follow-Up Studies , Humans , Ifosfamide/administration & dosage , Male , Middle Aged , Prognosis , Radiation Dose Hypofractionation , Retrospective Studies , Sarcoma/pathology , Survival Rate , Young Adult
12.
Laryngoscope ; 128(10): 2345-2350, 2018 10.
Article in English | MEDLINE | ID: mdl-29573279

ABSTRACT

OBJECTIVE: The utility of fluorodeoxyglucose positron emission tomography (FDG-PET) imaging to predict outcome has been well-established for patients undergoing definitive radiation in the initial management of head and neck cancer. However, the usefulness of this modality in the recurrent setting remains uncertain. We sought to evaluate the prognostic value of metabolic tumor parameters measured on FDG-PET in patients treated by reirradiation for recurrent head and neck cancer. METHODS: Thirty-four tumors occurring in 29 patients were reirradiated and were evaluable. The most common disease sites were the oropharynx (n = 9), oral cavity (N = 8), and nasopharynx (n = 6). Potential correlations of FDG-PET maximum standardized uptake value (SUV) and metabolic tumor volume (MTV) with survival endpoints were explored. Multivariate analysis was performed using Cox proportional hazard. RESULTS: The median MTV, SUV, and gross tumor volume, as delineated using the 50% SUVmax threshold, were 366 cc (range, 0-3,567 cc), 8.1 (range, 0-25), and 48.5 cc (range, 1-190 cc), respectively. On univariate analysis, both MTVs (as measured as a continuous variable and using the median value of 266 cc as cutoff) were predictive of decreased overall survival (P < 0.05 for both). A strong trend toward decreased progression-free survival (P = 0.05), in-field control (P = 0.06), and locoregional control (P = 0.07) was also observed with increasing MTV when analyzed as a continuous variable. Multi-variate analysis confirmed MTV as an independent predictor of mortality. CONCLUSION: The PET-derived parameter MTV may serve as a potentially valuable factor for risk stratification and for guiding treatment in future reirradiation trials. LEVEL OF EVIDENCE: 4. Laryngoscope, 128:2345-2350, 2018.


Subject(s)
Head and Neck Neoplasms/diagnostic imaging , Head and Neck Neoplasms/radiotherapy , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/radiotherapy , Positron-Emission Tomography/methods , Re-Irradiation , Adult , Aged , Aged, 80 and over , Biopsy , Female , Fluorodeoxyglucose F18 , Humans , Male , Middle Aged , Prognosis , Radiopharmaceuticals , Retrospective Studies , Survival Rate , Treatment Outcome
13.
Am J Otolaryngol ; 39(3): 257-260, 2018.
Article in English | MEDLINE | ID: mdl-29433815

ABSTRACT

PURPOSE: To evaluate the prognostic significance of human papillomavirus (HPV) status among patients treated by salvage radiation therapy for local-regional recurrences and second primary cancers of the head and neck arising in a previously irradiated field. METHODS AND MATERIALS: The medical records of 54 consecutive patients who underwent re-irradiation for squamous cell carcinoma of the head and neck occurring in a previously irradiated field were reviewed. Only patients with biopsy-proven evidence of recurrent disease that had previously been treated with doses of radiation therapy of at least 60 Gy were included. Determination of HPV status at the time of recurrence was performed by p16 immunohistochemistry. The median age at re-irradiation was 58.5 years (range, 27.9 to 81.5 years). Thirty patients (55.5%) were lifelong never-smokers. The Kaplan Meier method was used to calculate overall survival, progression-free survival, and local-regional control, and distant metastasis-free survival with comparisons between groups performed using the log-rank test. RESULTS: HPV status among tumors that were re-irradiated was as follows: 16 positive (29.7%); 7 negative (12.9%); 31 unknown (57.4%). The median overall survival in the entire cohort was 11.7 months (range, 8 to 27 months), with the 1-year and 2-year estimates of overall survival being 47.2% and 38.4%, respectively. A statistical trend was identified favoring patients with HPV-positive cancers with respect to the endpoints of overall survival (p = 0.06) and progression-free survival (p = 0.08) after re-irradiation when compared to the HPV-negative/unknown population. There was no significant difference in distant control between the two cohorts (p = 0.40). CONCLUSIONS: The favorable prognostic significance of HPV seemingly extends to patients treated by re-irradiation suggesting that this biomarker may be useful in risk stratification in this setting.


Subject(s)
Carcinoma, Squamous Cell/radiotherapy , Carcinoma, Squamous Cell/virology , Head and Neck Neoplasms/radiotherapy , Neoplasm Recurrence, Local/radiotherapy , Neoplasms, Second Primary/radiotherapy , Papillomavirus Infections/complications , Adult , Aged , Aged, 80 and over , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Cohort Studies , Disease-Free Survival , Female , Head and Neck Neoplasms/mortality , Head and Neck Neoplasms/pathology , Head and Neck Neoplasms/virology , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/virology , Neoplasms, Second Primary/mortality , Neoplasms, Second Primary/pathology , Neoplasms, Second Primary/virology , Papillomaviridae/isolation & purification , Papillomavirus Infections/pathology , Prognosis , Radiotherapy Dosage , Re-Irradiation/methods , Retrospective Studies , Risk Assessment , Statistics, Nonparametric , Survival Analysis , Treatment Outcome , Young Adult
14.
Am J Clin Oncol ; 41(8): 739-746, 2018 08.
Article in English | MEDLINE | ID: mdl-28301348

ABSTRACT

OBJECTIVE: To query specialty-specific differences regarding postoperative radiotherapy (RT) for high-risk prostate cancer. MATERIALS AND METHODS: Electronic mail survey of radiation oncologists (ROs) and urologists. We sought to maximize absolute response number to capture contemporary practice ethos. The outcome of interest was association between response and specialty. Training level/expertise, practice setting, percentage of consultation caseload consisting of high-risk prostate cancer, and nationality were set as effect modifiers for multivariate logistic regression. RESULTS: In total, 846 ROs and 407 urologists responded. ROs were more likely to prefer adjuvant radiotherapy (ART). ART or early salvage radiotherapy (SRT, with early SRT defined as that delivered at prostate-specific antigen<0.2), whereas urologists were more likely to prefer early or delayed SRT (P<0.0001). ROs were more likely to prefer lower PSA thresholds for initiating SRT (P<0.0001), and more likely to recommend ART in the setting of adverse pathologic features or node-positive disease (P<0.0001). Significantly more ROs would recommend concurrent androgen deprivation therapy or pelvic nodal RT in the setting of node-positive or Gleason score 8 to 10 disease (P<0.0001). CONCLUSIONS: Specialty-specific differences were readily elucidated with respect to timing and indications for ART and SRT, as well as for indications for androgen deprivation therapy and nodal RT. These differences are likely to create a sense of dissonance for patients, which may in turn explain the underutilization of postoperative RT in general practice.


Subject(s)
Practice Patterns, Physicians'/statistics & numerical data , Prostatectomy/statistics & numerical data , Prostatic Neoplasms/prevention & control , Radiation Oncologists/statistics & numerical data , Radiotherapy, Adjuvant/statistics & numerical data , Referral and Consultation/statistics & numerical data , Urologists/statistics & numerical data , Attitude of Health Personnel , Disease Management , Health Knowledge, Attitudes, Practice , Humans , Male , Postoperative Period , Prognosis , Risk Factors , Salvage Therapy
15.
Am J Clin Oncol ; 41(5): 502-507, 2018 05.
Article in English | MEDLINE | ID: mdl-27322703

ABSTRACT

OBJECTIVES: To investigate biochemical relapse-free survival (BRFS) in men with National Comprehensive Cancer Network-defined intermediate-risk prostate cancer (PC) treated with either stereotactic body radiotherapy (SBRT) or high-dose-rate brachytherapy (HDR-B) monotherapy. MATERIALS AND METHODS: A retrospective, multi-institutional analysis of 437 patients with intermediate-risk PC treated with SBRT (N=300) or HDR-B (N=137) was performed. Men who underwent SBRT were treated to 35 to 40 Gy in 4 to 5 fractions. A total of 95.6% who underwent HDR-B were treated to 42 Gy in 6 fractions. Baseline patient characteristics were compared using a T test for continuous variables and the Mantel-Haenszel χ metric or Fisher exact test for categorical variables. Kaplan-Meier curves were generated to estimate 5-year actuarial BRFS. Multivariate analysis using a Cox proportional-hazards model was used to evaluate factors associated with biochemical failure. RESULTS: The mean age at diagnosis was 68.4 (SD±7.8) years. T-category was T1 in 63.6% and T2 in 36.4%. Mean initial prostate-specific antigen was 7.4 (SD±3.4) ng/mL. Biopsy Gleason score was ≤3+4 in 82.8% and 4+3 in 17.2%. At a median of 4.1 years of follow-up, the BRFS rate (Phoenix definition) was 96.3%, with no difference when stratifying by treatment modality or biologically equivalent dose (BED1.5). On multivariate analysis, age (hazard ratio 1.08, P=0.04) and biopsy Gleason score (hazard ratio 2.48, P=0.03) were significant predictors of BRFS. CONCLUSIONS: With a median follow-up period of 4 years, SBRT and HDR-B monotherapy provide excellent BRFS in intermediate-risk PC. Longer-term follow-up is necessary to determine the ultimate efficacy of these hypofractionated approaches, but they appear promising relative to standard fractionation outcomes.


Subject(s)
Brachytherapy/adverse effects , Neoplasm Recurrence, Local/diagnosis , Prostatic Neoplasms/radiotherapy , Prostatic Neoplasms/surgery , Radiosurgery/adverse effects , Aged , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Neoplasm Grading , Neoplasm Recurrence, Local/etiology , Neoplasm Staging , Prostatic Neoplasms/pathology , Radiotherapy Dosage , Survival Rate
16.
Am J Clin Oncol ; 41(6): 538-543, 2018 06.
Article in English | MEDLINE | ID: mdl-27672743

ABSTRACT

OBJECTIVES: To report outcomes for breast-conserving therapy using adjuvant accelerated partial breast irradiation (APBI) with interstitial multicatheter brachytherapy in node-positive compared with node-negative patients. MATERIALS AND METHODS: From 1992 to 2013, 1351 patients (1369 breast cancers) were treated with breast-conserving surgery and adjuvant APBI using interstitial multicatheter brachytherapy. A total of 907 patients (835 node negative, 59 N1a, and 13 N1mic) had >1 year of data available and nodal status information and are the subject of this analysis. Median age (range) was 59 years old (22 to 90 y). T stage was 90% T1 and ER/PR/Her2 was positive in 87%, 71%, and 7%. Mean number of axillary nodes removed was 12 (SD, 6). Cox multivariate analysis for local/regional control was performed using age, nodal stage, ER/PR/Her2 receptor status, tumor size, grade, margin, and adjuvant chemotherapy/antiestrogen therapy. RESULTS: The mean (SD) follow-up was 7.5 years (4.6). The 5-year actuarial local control (95% confidence interval) in node-negative versus node-positive patients was 96.3% (94.5-97.5) versus 95.8% (87.6-98.6) (P=0.62). The 5-year actuarial regional control in node-negative versus node-positive patients was 98.5% (97.3-99.2) versus 96.7% (87.4-99.2) (P=0.33). The 5-year actuarial freedom from distant metastasis and cause-specific survival were significantly lower in node-positive versus node-negative patients at 92.3% (82.4-96.7) versus 97.8% (96.3-98.7) (P=0.006) and 91.3% (80.2-96.3) versus 98.7% (97.3-99.3) (P=0.0001). Overall survival was not significantly different. On multivariate analysis age 50 years and below, Her2 positive, positive margin status, and not receiving chemotherapy or antiestrogen therapy were associated with a higher risk of local/regional recurrence. CONCLUSIONS: Patients who have had an axillary lymph node dissection and limited node-positive disease may be candidates for treatment with APBI. Further research is ultimately needed to better define specific criteria for APBI in node-positive patients.


Subject(s)
Brachytherapy/methods , Breast Neoplasms/radiotherapy , Carcinoma, Ductal, Breast/radiotherapy , Carcinoma, Lobular/radiotherapy , Catheterization/methods , Lymph Nodes/pathology , Adult , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/pathology , Carcinoma, Lobular/pathology , Female , Follow-Up Studies , Humans , Middle Aged , Prognosis , Radiotherapy Dosage , Registries
17.
Int J Radiat Oncol Biol Phys ; 100(3): 647-651, 2018 03 01.
Article in English | MEDLINE | ID: mdl-29246721

ABSTRACT

PURPOSE: To analyze functional outcomes for patients treated on a phase 2 trial of de-escalated chemoradiation therapy for human papillomavirus-positive oropharyngeal cancer. METHODS AND MATERIALS: Patient eligibility included p16-positive, stage III or IV oropharyngeal squamous cell carcinoma and a Zubrod performance status of 0 to 1. Treatment was induction chemotherapy with paclitaxel, 175 mg/m2, and carboplatin, area under the curve (AUC) of 6 mg/ml/min, for 2 cycles every 21 days, followed by concurrent paclitaxel, 30 mg/m2, every 7 days with dose-reduced radiation therapy of 54 or 60 Gy. Trends in body weight and body mass index (BMI) were analyzed with gastrostomy tube and narcotic use rates. Functional outcomes were assessed using the University of Washington Quality of Life Scale and the Functional Assessment of Cancer Therapy-Head and Neck Scale. RESULTS: Forty-five patients were registered, of whom 40 were evaluable. Only 1 patient had a BMI deemed unhealthy at the completion of treatment. For the 15 patients (38%) with a normal BMI (18-25 kg/m2) before treatment, recovery back to baseline occurred at approximately 18 months (average BMI, 23.2 kg/m2 vs 22.3 kg/m2; P=.09). In 2 patients (5%), gastrostomy tubes were placed during treatment. No patient was enteral feeding tube-dependent at 6 months after treatment. Ninety-five percent of patients tolerated a normal regular diet at last follow-up. CONCLUSIONS: De-escalated chemoradiation therapy may improve functional outcomes as indicated by the relatively low incidence of gastrostomy tube placement and long-term dysphagia. In patients with a normal BMI prior to chemoradiation therapy, BMI recovered to baseline levels.


Subject(s)
Carcinoma, Squamous Cell/therapy , Chemoradiotherapy/methods , Human papillomavirus 16 , Oropharyngeal Neoplasms/therapy , Oropharyngeal Neoplasms/virology , Radiotherapy, Intensity-Modulated , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Area Under Curve , Body Mass Index , Body Weight , Carboplatin/administration & dosage , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/virology , Deglutition Disorders/complications , Gastrostomy/statistics & numerical data , Humans , Induction Chemotherapy/methods , Middle Aged , Narcotics/therapeutic use , Oropharyngeal Neoplasms/pathology , Paclitaxel/administration & dosage , Radiotherapy Dosage , Response Evaluation Criteria in Solid Tumors , Tonsillar Neoplasms/pathology , Tonsillar Neoplasms/therapy , Tonsillar Neoplasms/virology , Treatment Outcome , Weight Loss
18.
Am J Clin Oncol ; 41(9): 827-831, 2018 09.
Article in English | MEDLINE | ID: mdl-28640064

ABSTRACT

OBJECTIVES: Myxofibrosarcoma (MFS) is reported to have a higher risk of local recurrence (LR) following definitive surgical excision relative to other soft tissue sarcomas. We reviewed our clinical experience treating MFS to investigate predictors of LR. MATERIALS AND METHODS: We retrospectively reviewed treatment outcomes for MFS patients treated at our institution between 1999 and 2015. A total of 52 patients were identified. Median age was 65 years (range, 21 to 86 y). Site of disease was: upper extremity (27%), lower extremity (46%), trunk (15%), pelvic (8%), and head and neck (4%). Patients had low, intermediate, high-grade, and unknown grade in: 23%, 8%, 67%, and 2% of tumors, respectively. Tumors were categorized as ≤5 cm (35%), >5 cm (56%), or unknown size (9%). In total, 71% received radiotherapy: 19% preoperative, 50% postoperative, and 2% both. All patients underwent surgery. Margins were negative in 71%, close/positive in 21%, and unknown in 8%. In total, 27% of patients received chemotherapy. Univariate Cox regression analysis was utilized to determine associations between clinical and treatment factors with LR. RESULTS: Median follow-up time was 2.9 years (range, 0.4 to 14.3 y). The 3-year actuarial LR, distant metastasis, and overall survival were: 31%, 15%, and 87%, respectively. Predictors of LR were patient age greater than or equal to the median of 65 years (hazard ratio, 13.46, 95% confidence interval, 1.71-106.18, P=0.013), and having close/positive tumor margins (hazard ratio, 3.4, 95% confidence interval, 1-11.53, P=0.049). CONCLUSIONS: In this institutional series of MFS older age and positive/close margins were significantly associated with a higher risk of LR.


Subject(s)
Fibrosarcoma/therapy , Myxosarcoma/therapy , Neoplasm Recurrence, Local/diagnosis , Postoperative Complications , Radiotherapy, Adjuvant/adverse effects , Adult , Aged , Aged, 80 and over , Combined Modality Therapy , Female , Fibrosarcoma/pathology , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Myxosarcoma/pathology , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/etiology , Predictive Value of Tests , Retrospective Studies , Survival Rate , Young Adult
19.
Am J Clin Oncol ; 41(6): 549-557, 2018 06.
Article in English | MEDLINE | ID: mdl-27560157

ABSTRACT

OBJECTIVE: The objective was to query how specialty influences treatment recommendations for high-risk prostate cancer in 3 clinical settings: upfront management, postoperative management, and management of biochemical recurrences (BCRs) after radiotherapy (RT). We hypothesized that specialty bias would manifest in all settings, trumping available evidence. METHODS: A survey of practicing urologists and radiation oncologists was distributed through electronic mail. Questions pertained to upfront management, postoperative treatment, and local salvage for postradiation BCRs. The associations between 26 selected categorical responses and specialty were assessed using multivariate logistic regression. Training level/expertise, practice setting, percentage of consultation caseload consisting of prostate cancer, and nationality were set as effect modifiers. RESULTS: One thousand two hundred fifty-three physicians (846 radiation oncologists and 407 urologists) completed the survey. Radiation oncologists were more likely to recommend adjuvant RT and consider it to be underutilized, and more likely to recommend salvage RT at lower prostate-specific antigen thresholds (P<0.0001). Urologists were more likely to recommend salvage radical prostatectomy or cryoablation for local salvage after RT, whereas radiation oncologists were more likely to recommend RT-based modalities and more likely to report that local salvage was underutilized after RT (P<0.0001). Urologists were more likely to report that upfront radical prostatectomy was a better definitive treatment (P<0.0001), whereas radiation oncologists were more likely to report the opposite (P=0.005). CONCLUSIONS: Specialty biases permeate recommendations for upfront management and management in the postoperative and post-RT BCR setting, irrespective of available evidence. These data reveal the critical need for multidisciplinary clinics and cross-specialty training as potential solutions for overcoming specialty bias.


Subject(s)
Practice Patterns, Physicians'/statistics & numerical data , Prostatectomy/statistics & numerical data , Prostatic Neoplasms/prevention & control , Radiation Oncologists , Radiotherapy, Adjuvant/statistics & numerical data , Referral and Consultation/statistics & numerical data , Salvage Therapy , Attitude of Health Personnel , Disease Management , Follow-Up Studies , Health Knowledge, Attitudes, Practice , Humans , Male , Physicians , Prognosis , Prostatic Neoplasms/radiotherapy , Prostatic Neoplasms/surgery , Risk Factors , Urology
20.
Cancer ; 124(3): 521-529, 2018 02 01.
Article in English | MEDLINE | ID: mdl-29044458

ABSTRACT

BACKGROUND: The current study represents a subset analysis of quality-of-life (QOL) outcomes among patients treated on a phase 2 trial of de-escalated chemoradiation for human papillomavirus (HPV)-associated oropharyngeal cancer. METHODS: Eligibility included newly diagnosed, (American Joint Committee on Cancer, 7th edition) stage III or IV oropharyngeal squamous cell carcinoma, p16 positivity, age ≥ 18 years, and a Zubrod performance status of 0 to 1. Treatment was induction paclitaxel at a dose of 175 mg/m2 and carboplatin at an area under the curve of 6 for 2 cycles followed by response-adapted, dose-reduced radiation of 54 Gy or 60 Gy with weekly concurrent paclitaxel at a dose of 30 mg/m2 . The University of Washington Quality of Life (UW-QOL) and the Functional Assessment of Cancer Therapy-Head and Neck questionnaires were used to assess patient-reported QOL as a secondary endpoint. RESULTS: A total of 45 patients were registered, 40 of whom completed QOL surveys and were evaluable. Nadirs for overall UW-QOL and Functional Assessment of Cancer Therapy-Head and Neck scores were reached at 4 weeks after treatment but returned to baseline at 3 months. Nearly all functional indices returned to baseline levels by 6 to 9 months. The mean overall UW-QOL score was 71.6 at baseline compared with 70.8, 73.0, 83.3, and 81.1, respectively, at 3 months, 6 months, 1 year, and 2 years after therapy. The percentage of patients rating their overall QOL as "very good" or "outstanding" at 6 months, 1 year, and 2 years using the UW-QOL was 50%, 77%, and 84%, respectively. CONCLUSIONS: This de-escalation regimen achieved QOL outcomes that were favorable compared with historical controls. These results serve as powerful evidence that ongoing de-escalation efforts lead to tangible gains in function and QOL. Cancer 2018;124:521-9. © 2017 American Cancer Society.


Subject(s)
Chemoradiotherapy , Oropharyngeal Neoplasms/therapy , Papillomaviridae/isolation & purification , Patient Reported Outcome Measures , Quality of Life , Aged , Female , Humans , Male , Middle Aged , Oropharyngeal Neoplasms/psychology , Oropharyngeal Neoplasms/virology
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