The purpose of this multi-centric work was to investigate the relationship between radiomic features extracted from pre-treatment computed tomography (CT), positron emission tomography (PET) imaging, and clinical outcomes for stereotactic body radiation therapy (SBRT) in early-stage non-small cell lung cancer (NSCLC). One-hundred and seventeen patients who received SBRT for early-stage NSCLC were retrospectively identified from seven Italian centers. The tumor was identified on pre-treatment free-breathing CT and PET images, from which we extracted 3004 quantitative radiomic features. The primary outcome was 24-month progression-free-survival (PFS) based on cancer recurrence (local/non-local) following SBRT. A harmonization technique was proposed for CT features considering lesion and contralateral healthy lung tissues using the LASSO algorithm as a feature selector. Models with harmonized CT features (B models) demonstrated better performances compared to the ones using only original CT features (C models). A linear support vector machine (SVM) with harmonized CT and PET features (A1 model) showed an area under the curve (AUC) of 0.77 (0.63–0.85) for predicting the primary outcome in an external validation cohort. The addition of clinical features did not enhance the model performance. This study provided the basis for validating our novel CT data harmonization strategy, involving delta radiomics. The harmonized radiomic models demonstrated the capability to properly predict patient prognosis.
Background: Coronavirus Disease 2019 (COVID-19) pandemic had an overwhelming impact on healthcare worldwide. Outstandingly, the aftermath on neoplastic patients is still largely unknown, and only isolated cases of COVID-19 during radiotherapy have been published. We will report the two-months experience of our Department, set in Lombardy "red-zone". Methods: Data of 402 cancer patients undergoing active treatment from February 24 to April 24, 2020 were retrospectively reviewed; several indicators of the Department functioning were also analyzed. Results: Dedicated measures allowed an overall limited reduction of the workload. Decrease of radiotherapy treatment number reached 17%, while the number of administration of systemic treatment and follow up evaluations kept constant. Conversely, new treatment planning faced substantial decline. Considering the patients, infection rate was 3.23% (13/402) and mortality 1.24% (5/402). Median age of COVID-19 patients was 69.7 years, the large majority were male and smokers (84.6%); lung cancer was the most common tumor type (61.5%), 84.6% of subjects were stage III-IV and 92.3% had comorbidities. Remarkably, 92.3% of the cases were detected before March 24. Globally, only 2.5% of ongoing treatments were suspended due to suspect or confirmed COVID-19 and 46.2% of positive patients carried on radiotherapy without interruption. Considering only the last month, infection rate among patients undergoing treatment precipitated to 0.43% (1/232) and no new contagions were reported within our staff. Conclusions: Although mortality rate in COVID-19 cancer patients is elevated, our results support the feasibility and safety of continuing anticancer treatment during SARS-Cov-2 pandemic by endorsing consistent preventive measures.
Aim: To evaluate the feasibility and tolerability of low-dose radiotherapy (LDRT) delivered to both lungs in the treatment of SARS-CoV-2-immune-mediated pneumonia in the . Patients and Methods: From May 2020 to April 2021 at Brescia University Radiation Oncology Department, three patients with COVID-19-related pneumonia were treated with LDRT according to the COLOR-19 protocol. All patients were treated with a single fraction at the average prescription dose of 0.7 Gy to both lungs. Results: Three patients were enrolled (two males and one female, aged 61-81 years) and underwent LDRT. Despite LDRT being safely performed without significant side-effects, two patients died (one 81year-old male due to septic shock secondary to Escherichia coli infection and one 79-year-old male, already in poor condition, due to worsening of . The remaining female patient (61 years old) underwent LDRT for less severe COVID-19: her clinical condition and chest X-ray improved, and she was discharged home completely asymptomatic 27 days after hospital admission. Blood levels of C-reactive protein and ferritin generally decreased after LDRT. Conclusion: Early results of the COLOR-19 study demonstrate the feasibility of LDRT for therapy of COVID-19-related pneumonia; no conclusions on the efficacy have been reached due to poor accrual.
Background: Standard treatment for locally advanced non-small cell lung cancer (LA-NSCLC) is concomitant chemoradiotherapy. The survival benefit of combined treatment is partially counterbalanced by an increased rate of acute esophageal toxicity. Several pharmaceutical products are available for prevention and management of esophagitis, including Faringel Plus. Aim: To assess the incidence and the grade, identify the correlations with clinical, dosimetric, and therapeutic variables, and analyse the role of Faringel Plus as a pharmaceutical preventive measure against acute esophageal toxicity. Methods: Patients with LA-NSCLC treated with concomitant radiochemotherapy were retrospectively reviewed. Acute esophagitis and dysphagia were graded according to Common Terminology Criteria for Adverse Events version 5.0. Clinical, dosimetric, and therapeutic correlations were investigated using χ2 test. Results: Among the 23 analysed patients, 18 (78.3%) and 1 (4.3%) developed G2 and G3 esophagitis, respectively; G1–2 dysphagia were reported in 11 cases (47.8%). No statistically significant correlation between the variables considered and acute esophageal toxicity was identified. In the group of patients who received Faringel Plus as preventive treatment (10 subjects, 43.5%), dysphagia presentation time was significantly longer ( p = 0.038); esophagitis onset time was longer and symptoms duration was shorter. Faringel Plus allowed a reduction in the use of analgesic drugs. Conclusions: Acute mild esophageal toxicity was confirmed to be a common side effect in this setting. No clinical-dosimetric parameter has been demonstrated to be effective in predicting acute esophageal toxicity. The use of Faringel Plus appears effective as a therapeutic and prophylactic tool to manage acute esophageal toxicity.
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