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1.
Adv Radiat Oncol ; 9(5): 101471, 2024 May.
Article in English | MEDLINE | ID: mdl-38550374

ABSTRACT

Purpose: The role of preoperative stereotactic body radiation therapy (SBRT) in pancreatic cancer is controversial, and questions regarding the optimal dose and radiation treatment field remain. To better inform future investigations of SBRT dose and radiation fields, we evaluated the patterns of failure in patients with borderline resectable/locally advanced pancreatic cancer (BR/LAPC) after preoperative chemotherapy and SBRT in patients who underwent surgical resection. Methods and Materials: We performed a single-institution retrospective review of consecutive patients treated from September 2017 to January 2022 with BR/LAPC. Patients who underwent preoperative chemotherapy and SBRT followed by surgical resection were reviewed. SBRT was delivered to a dose of 33 Gy in 5 fractions. Kaplan-Meier overall survival and progression-free survival estimates were calculated. Results: In total, 18 patients (12 BRPC, 6 LAPC) were included. Median age was 69 years (range 41-84 years). Median follow-up was 30 months (range 13-59 months). Seventeen patients (94%) had a R0 resection and 13 (72%) underwent vascular reconstruction. Median overall survival and progression-free survival was 42 months (range 13-59 months) and 23 months (range 1-45 months), respectively. In total, 61% (11/18) patients experienced progression at any point during follow-up. Of the patients who experienced recurrence, 27% (3/11) experienced local progression as component of their first recurrence, whereas 100% (11/11) experienced distant progression as a component of their first recurrence. When examining all recurrences that occurred at any point in follow-up, 28% (5/18) of patients experienced local or locoregional recurrence and 61% (11/18) experienced distant progression. Conclusions: Local control and margin negative resection rates were excellent with preoperative chemotherapy and nondose-escalated SBRT in surgically resected patients with BR/LAPC. Distant recurrence was the predominant site of failure with lower incidences of isolated locoregional recurrences. Additional research is needed to determine the ideal treatment volume and patients who may benefit from dose escalation.

2.
Digit Health ; 9: 20552076231221620, 2023.
Article in English | MEDLINE | ID: mdl-38130802

ABSTRACT

Objective: Patients now have direct access to their radiology reports, which can include complex terminology and be difficult to understand. We assessed ChatGPT's ability to generate summarized MRI reports for patients with prostate cancer and evaluated physician satisfaction with the artificial intelligence (AI)-summarized report. Methods: We used ChatGPT to summarize five full MRI reports for patients with prostate cancer performed at a single institution from 2021 to 2022. Three summarized reports were generated for each full MRI report. Full MRI and summarized reports were assessed for readability using Flesch-Kincaid Grade Level (FK) score. Radiation oncologists were asked to evaluate the AI-summarized reports via an anonymous questionnaire. Qualitative responses were given on a 1-5 Likert-type scale. Fifty newly diagnosed prostate cancer patient MRIs performed at a single institution were additionally assessed for physician online portal response rates. Results: Fifteen summarized reports were generated from five full MRI reports using ChatGPT. The median FK score for the full MRI reports and summarized reports was 9.6 vs. 5.0, (p < 0.05), respectively. Twelve radiation oncologists responded to our questionnaire. The mean [SD] ratings for summarized reports were factual correctness (4.0 [0.6], understanding 4.0 [0.7]), completeness (4.1 [0.5]), potential for harm (3.5 [0.9]), overall quality (3.4 [0.9]), and likelihood to send to patient (3.1 [1.1]). Current physician online portal response rates were 14/50 (28%) at our institution. Conclusions: We demonstrate a novel application of ChatGPT to summarize MRI reports at a reading level appropriate for patients. Physicians were likely to be satisfied with the summarized reports with respect to factual correctness, ease of understanding, and completeness. Physicians were less likely to be satisfied with respect to potential for harm, overall quality, and likelihood to send to patients. Further research is needed to optimize ChatGPT's ability to summarize radiology reports and understand what factors influence physician trust in AI-summarized reports.

3.
Oral Oncol ; 144: 106490, 2023 09.
Article in English | MEDLINE | ID: mdl-37413770

ABSTRACT

BACKGROUND: Elective lymph node dissection (ELND) is performed for many early-stage oral cavity squamous cell carcinomas (OCSCC) with clinically negative necks (cN0), often guided by depth of invasion (DOI). However, DOI is less validated in non-tongue OC sites, and often correlates with other adverse features. We sought to evaluate the utility of DOI versus other factors for independently predicting pathologic lymph node positivity (pN+) in patients with cN0 OCSCC. METHODS: Patients with cN0 OCSCC diagnosed from 2010 to 2015 undergoing primary surgery were identified in the National Cancer Data Base. RESULTS: 5060 cN0 OCSCC patients met inclusion criteria. The presence of lymphovascular invasion (LVI) was the strongest independent predictor of pN+ (odds ratio [OR] = 4.27, 95% confidence interval [CI] 3.36-5.42, P < 0.001). High histologic grade also strongly predicted pN+ (OR 3.33, 95% CI 2.20-4.60, P < 0.001). DOI had no association with the likelihood of pN+ among all OCSCC patients, but was predictive among patients within the oral tongue subset (OR 2.01, 95% CI 1.08-3.73, P = 0.03 for DOI > 20 mm vs. DOI: 2.0-3.99 mm). CONCLUSION: LVI and grade are the strongest independent predictors of pN+ in cN0 OCSCC. Contrary to prior studies, DOI was not found to be a predictor of pN+ among patients with cN0 OCSCC. However, DOI was a predictor of pN+ or the oral tongue subset, albeit still less strongly than LVI or grade. These findings could potentially be used to better identify a subset of cN0 OCSCC patients who could be considered for omission of ELND in future studies.


Subject(s)
Carcinoma, Squamous Cell , Head and Neck Neoplasms , Mouth Neoplasms , Humans , Lymphatic Metastasis/pathology , Mouth Neoplasms/surgery , Mouth Neoplasms/pathology , Carcinoma, Squamous Cell/surgery , Carcinoma, Squamous Cell/pathology , Squamous Cell Carcinoma of Head and Neck/pathology , Tongue/pathology , Head and Neck Neoplasms/pathology , Lymph Nodes/pathology , Neoplasm Staging , Retrospective Studies
4.
Brachytherapy ; 22(3): 361-367, 2023.
Article in English | MEDLINE | ID: mdl-36997449

ABSTRACT

PURPOSE: Accelerated partial breast irradiation (APBI) delivered with high-dose-rate brachytherapy is a standard of care treatment typically delivered over 10 fractions. The TRIUMPH-T multi-institutional study recently demonstrated promising results using a shorter three fraction regimen, however there are limited additional published series using this regimen. Here, we report our experience and outcomes for patients treated as per the TRIUMPH-T regimen. METHODS AND MATERIALS: This study was a retrospective single-institution analysis of patients who underwent lumpectomy followed by APBI (22.5 Gy in 3 fractions delivered over 2-3 days) using a Strut Adjusted Volume Implant (SAVI) applicator between November 2016 and January 2021. Dose-volume metrics were obtained from the clinically treated plan. Chart review was performed to determine locoregional recurrence and toxicities according to CTCAE v5.0. RESULTS: Between 2016 and 2021, 31 patients were treated per the TRIUMPH-T protocol. Median followup was 31 months from completion of brachytherapy. There were no acute/late Grade 3 or higher toxicities. Cumulative late Grade 1 and 2 toxicities were seen in 58.1% and 9.7% of patients, respectively. Of note, four patients experienced locoregional recurrence: three ipsilateral breast tumor recurrences and one nodal recurrence. All three ipsilateral breast tumor recurrences occurred in patients who would be classified as "cautionary" based on ASTRO consensus guidelines due to age ≤50, lobular histology, or high grade. CONCLUSIONS: Three-fraction HDR brachytherapy APBI was well-tolerated with no grade 3 or higher toxicities and an acceptably small percentage of grade 2 toxicities. Given the small sample size, the number of recurrences suggests that attention to appropriate patient selection is necessary until more long-term followup data is available.


Subject(s)
Brachytherapy , Breast Neoplasms , Humans , Female , Brachytherapy/methods , Retrospective Studies , Radiotherapy Dosage , Neoplasm Recurrence, Local/radiotherapy , Neoplasm Recurrence, Local/etiology , Mastectomy, Segmental , Breast Neoplasms/radiotherapy
5.
Laryngoscope ; 133(7): 1660-1666, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36054029

ABSTRACT

BACKGROUND: Elective neck dissection is a standard of care for pharynx and most larynx cancer patients undergoing surgery, based largely on historical series. It is unclear if this is necessary for all patients in the modern era. METHODS: Patients with cN0 oropharynx, larynx, and hypopharynx cancers diagnosed from 2010-2015 undergoing primary surgery were identified in the National Cancer Data Base. RESULTS: Inclusion criteria were met by 4117 cN0 patients. The presence of lymphovascular invasion (LVI) was the strongest independent predictor of pN+ (odds ratio [OR] = 4.19, 95% confidence interval [CI] 3.56-4.93, p < 0.001). Histologic grade strongly predicted pN+ (OR 2.58, 95% CI 1.88-3.59, p < 0.001). A nomogram predicted less than 10% of cN0 patients had pN+ risk <15%. CONCLUSION: LVI and grade are the strongest predictors of pN+ among patients with cN0 pharynx and larynx cancer. Even in the modern era, pN+ rates warrant neck dissection for cN0 patients. LEVEL OF EVIDENCE: 3 Laryngoscope, 133:1660-1666, 2023.


Subject(s)
Laryngeal Neoplasms , Humans , Laryngeal Neoplasms/surgery , Laryngeal Neoplasms/pathology , Pharynx/pathology , Lymphatic Metastasis/pathology , Neck Dissection , Lymph Nodes/pathology , Neoplasm Staging , Retrospective Studies
6.
Gynecol Oncol ; 165(2): 281-286, 2022 05.
Article in English | MEDLINE | ID: mdl-35216809

ABSTRACT

PURPOSE/OBJECTIVES: Lymph node (LN) involvement is an important factor in guiding adjuvant treatment for patients with endometrial cancer. Risk factors for LN involvement are fairly well-established for endometrial adenocarcinoma, but it is not as well defined whether these factors similarly predict LN positivity in less common histologies. MATERIALS/METHODS: Patients diagnosed with pathologic T1-T2 carcinosarcoma, clear cell, uterine papillary serous carcinoma (UPSC), and mixed histologic type endometrial cancer between 2004 and 2016 undergoing primary surgery with at least 1 lymph node sampled in the National Cancer Data Base were identified. Logistic regression was performed to identify primary pathologic tumor predictors of LN positivity. Nomograms were created to predict overall, pelvic only, and paraaortic with or without pelvic LN involvement. RESULTS: Among 11,390 patients included, 1950 (18%) were node positive. On multivariable analysis, increasing pathologic tumor stage (pT2 versus pT1a, odds ratio [OR] 3.63, 95% confidence interval [CI] 3.15-4.18, p < 0.001), increase in tumor size per centimeter (OR 1.08, 95% CI 1.06-1.10, p < 0.001), and the presence of lymphovascular invasion (LVI) (OR 4.97, 95% CI 4.43-5.57, p < 0.001) were predictive of overall LN positivity. Relative to carcinosarcoma, both clear cell (OR 1.54, 95% CI 1.22-1.95, p < 0.001) and UPSC (OR 1.73, 95% CI 1.48-2.02, p < 0.001) histology were significantly associated with a higher risk of LN positivity while mixed histology was not (OR 1.07, 95% CI 0.92-1.24, p = 0.42). CONCLUSION: Among patients with non-endometrioid endometrial cancer, predictors of LN positivity are similar to endometrial adenocarcinoma. The nomograms provided could be helpful in making adjuvant treatment decisions for these less common histologies.


Subject(s)
Carcinosarcoma , Cystadenocarcinoma, Serous , Endometrial Neoplasms , Adjuvants, Immunologic , Carcinosarcoma/surgery , Endometrial Neoplasms/surgery , Female , Humans , Lymph Nodes/surgery , Nomograms
7.
Adv Radiat Oncol ; 6(1): 100576, 2021.
Article in English | MEDLINE | ID: mdl-33073061

ABSTRACT

PURPOSE: In response to the COVID-19 pandemic, there has been a rapid growth in the use of telehealth/telemedicine that will likely be sustained in the postpandemic setting. Mobile health applications (apps) can be used as part of the telehealth encounter to monitor patient-reported outcomes (PROs) and enhance patient-provider communication. METHODS AND MATERIALS: A systematic review was performed of mobile health apps with symptom trackers. We searched the iOS App Store and Android Google Play using the words cancer, oncology, and symptom tracker. Apps were included if they incorporated a symptom tracking function that could allow patients with cancer to record symptoms and PROs. Apps were evaluated using the mobile apps rating scale, which includes engagement, functionality, aesthetics, information, and app subjective quality. RESULTS: The initial search yielded 1189 apps, with 101 apps eligible after title and description screening. A total of 41 apps met eligibility criteria and were included in this study. The majority of apps (73%, n = 30) were general health/pain symptom trackers, and 27% (n = 11) were cancer-specific. The app quality mean scores assessed using the mobile apps rating scale ranged from 2.43 to 4.23 (out of 5.00). Only 1 app has been trialed for usability among patients with cancer. CONCLUSIONS: Although various symptom tracking apps are available, cancer-specific apps remain limited. Future collaboration between oncologists, app developers, and patients to optimize PRO assessment and integration with telehealth/telemedicine encounters to increase symptom recognition and enhance patient-provider communication is urgently needed.

8.
J Neuroimmunol ; 299: 70-78, 2016 10 15.
Article in English | MEDLINE | ID: mdl-27725125

ABSTRACT

Autoantibodies against SCLC-associated neuronal antigen ELAVL4 (HuD) have been linked to smaller tumors and improved survival, but the antigenic epitope and mechanism of autoimmunity have never been solved. We report that recombinant human ELAVL4 protein incubated under physiological conditions acquires isoaspartylation, a type of immunogenic protein damage. Specifically, the N-terminal region of ELAVL4, previously implicated in SCLC-associated autoimmunity, undergoes isoaspartylation in vitro, is recognized by sera from anti-ELAVL4 positive SCLC patients and is highly immunogenic in subcutaneously injected mice and in vitro stimulated human lymphocytes. Our data suggest that isoaspartylated ELAVL4 is the trigger for the SCLC-associated anti-ELAVL4 autoimmune response.


Subject(s)
Autoimmunity/immunology , ELAV-Like Protein 4/immunology , Lung Neoplasms/immunology , Neurons/immunology , Small Cell Lung Carcinoma/immunology , Adult , Aged , Amino Acid Sequence , Animals , ELAV-Like Protein 4/genetics , ELAV-Like Protein 4/metabolism , Female , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Male , Mice , Mice, Knockout , Middle Aged , Neurons/metabolism , Rabbits , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/metabolism
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