Prognostic factors in patients receiving surgery and radiation therapy for retroperitoneal sarcoma: A machine-learning analysis.

BACKGROUND: The addition of radiation therapy to surgery for retroperitoneal sarcoma remains controversial. Improved patient selection may help identify optimal candidates for multimodality treatment. The aim of this analysis was to define prognostic factors among patients who receive radiation therapy and surgery to aid in patient selection for multimodal therapy. METHODS: Patients who received radiation therapy and underwent curative-intent resection for retroperitoneal sarcoma between 2004 and 2016 were identified from a national cohort in the United States (National Cancer Database). A machine-based classification and regression tree model was used to generate similar groups of patients relative to overall survival based on preoperative factors. RESULTS: A total of 1,443 patients received radiation therapy in addition to surgery. Median age was 61 years old and 55.0% were female. Most patients (66%) received care at an academic or integrated network cancer program. With a median follow-up of 84 months, receipt of radiation therapy was not associated with improved overall survival (P = .81). Classification and regression tree analysis revealed a significant association between overall survival and American Joint Committee on Cancer stage group, age, tumor histology, and Charlson comorbidity score. Application of these parameters via machine learning stratified patients into 5 cohorts with distinct survival outcomes. In the most favorable cohort (Cohort 1: American Joint Committee on Cancer stage group ≤II, age ≤61, histology including fibrosarcoma, well differentiated liposarcoma, myxoid liposarcoma, and leiomyosarcoma), the 5-year overall survival was 81.7% and median overall survival was not reached; in the least favorable cohort (Cohort 6: American Joint Committee on Cancer stage group >II, age >68) where the 5-year survival was 41.3% and median overall survival was 45.2 months (P < .001 versus Cohort 1). CONCLUSION: In the absence of a defined survival benefit, patients with advanced American Joint Committee on Cancer stage group, older age, and medical comorbidities have relatively unfavorable overall survival after combined modality therapy and therefore stand the least to gain from the addition of radiation therapy to surgery. In contrast, younger patients with good performance status and retroperitoneal sarcoma histologies with a higher propensity for local recurrence may have the greatest opportunity to benefit from radiation therapy.

Impact of visitor restriction rules on the postoperative experience of COVID-19 negative patients undergoing surgery.

BACKGROUND: Many hospitals have implemented visitor restriction policies in response to the coronavirus disease 2019 pandemic. Because caregivers serve an important role in postoperative recovery, the purpose of this study was to evaluate the impact of visitor restrictions on the postoperative experience of coronavirus disease 2019-negative patients undergoing surgery. METHODS: Patients who underwent surgery immediately before or after the implementation of a visitor restriction policy were enrolled. Patients were surveyed on their inpatient experience and preparedness for discharge using items adapted from validated questionnaires. RESULTS: Among 128 eligible patients, 117 agreed to participate (91.4% response rate): 58 (49.6%) in the Visitor Cohort and 59 (50.4%) in the No-Visitor Cohort. Mean age was 57.5 years (standard deviation 13.9) and 66 (56.4%) were female. Among all patients, 47.8% underwent oncologic surgery, 31.6% transplant, and 20.5% general or other. Patients in the No-Visitor Cohort were less likely to report complete satisfaction with the hospital experience (80.7% vs 66.0%, P = .044), timely receipt of medications (84.5% vs 69.0%, P = .048), and assistance getting out of bed (70.7% vs 51.7%, P = .036). No-Visitor Cohort patients were less likely to feel that their discharge preferences were adequately considered (79.3% vs 54.2%, P = .004). Qualitative analysis of patient responses highlighted the consistent psychosocial support provided by visitors after surgery (84.5%), and patients in the No-Visitor Cohort reported social isolation due to lack of psychosocial support (50.8%). CONCLUSION: The implementation of hospital visitor restriction policies may adversely impact the postoperative experience of coronavirus disease 2019-negative patients undergoing surgery. These findings highlight the urgent need for novel patient-centered strategies to improve the postoperative experience of patients during ongoing or future disruptions to routine hospital practice.