Risk Of Pneumonitis Research Articles

Assessment of radiation pneumonitis and predictive factors in patients with locally advanced non-small cell lung cancer treated with chemoradiotherapy.

Radiation pneumonitis (RP) is a dose-limiting toxicity associated with increased mortality for patients with non-small cell lung cancer (NSCLC) treated with chemoradiotherapy (CRT). This study aims to assess the incidence of symptomatic RP (grade 2-5), rate of recovery and associated predictive factors. We performed a retrospective population-based study including 602 patients with NSCLC who were treated with CRT between 2002 and 2016. RP and rate of recovery were analysed using Common Terminology Criteria for Adverse Events version 4.0. Stepwise logistic regression was performed to analyse potential predictive factors for the two endpoints RP grade ≥ 2 and RP grade ≥ 3. A total of 136 (23%) patients developed symptomatic RP and 37 (6%) developed RP grade ≥ 3. A total of 67 (71%) recovered, whereas the remaining 27 (29%), with the major proportion of patients belonging to the RP grade ≥ 3 group, suffered from prevailing sequelae. On multivariable analysis, the selected model for predicting RP grade ≥ 2 included the factors V20, smoking status, average fractions per week and chemotherapy agent. V20 and age were selected factors for RP grade ≥ 3. The results suggest that regardless of all proposed factors predictive for RP, the most important influenceable significant factor still is dose to the lung. The main aim should be to avoid RP grade ≥ 3, where a substantial proportion of patients suffer from prevailing sequalae. Consequently, the technical improvement and precision of radiotherapy delivery should continue to focus on lung sparing techniques also in the ongoing immunotherapy-containing schedules where the risk of pneumonitis may be increased. e factor still is dose to the lung. Consequently, the technical improvement and precision of radiotherapy delivery should continue to focus on lung sparing techniques also in the ongoing immunotherapy-containing schedules where the risk of pneumonitis may be increased.

Evaluation of Radiation Pneumonitis in a Phase II Study of Consolidation Immunotherapy with Nivolumab and Ipilimumab or Nivolumab Alone Following Concurrent Chemoradiotherapy for Unresectable Stage IIIA/IIIB Non-Small Cell Lung Cancer (NSCLC): Big Ten Cancer Research Consortium BTCRC-LUN16-081

Purpose/Objective(s)The addition of immunotherapy (IO) after concurrent chemoradiation (CCRT) for unresectable non-small cell lung cancer (NSCLC) has become common practice in eligible patients. Approaches to further improve outcomes and reduce treatment-related toxicity for these patients are needed. This study evaluates the risk of radiation pneumonitis after CCRT and its correlation with the radiation dose distribution, immunotherapy regimen (nivolumab vs nivolumab plus ipilimumab), and patient demographics across BTCRC-LUN16-081. Materials/MethodsPatients with unresectable stage III NSCLC after completion of CCRT were enrolled on BTCRC-LUN16-081, a randomized phase II trial to assess efficacy and tolerability of consolidative nivolumab versus nivolumab plus ipilimumab for six months. Radiation dose parameters, patient demographics, and toxicity events were evaluated among treatment arms for risk and severity of pneumonitis. ResultsOne-hundred and five patients were enrolled into two treatment arms, 54 patients received nivolumab alone and 51 patients received nivolumab plus ipilimumab. Of these, 104 patients had dose volume histogram (DVH) information available. Within this cohort, 65 patients (62.5%) had stage IIIA and 39 patients (37.5%) had stage IIIB NSCLC disease per AJCC 7th edition. During the study, 29 patients (27.9%) were diagnosed with grade 2 or greater pneumonitis. Utilizing logistic regression and evaluating different cut-offs for lung V20, patients with V20 >23% demonstrated significantly higher grade 2 or greater pneumonitis rates (37.1% vs. 16.2%, P = .031). No significant difference in rates of pneumonitis between arms were identified. Traditional lung DVH cut-offs (V5 of >65%, V20 of >35%, mean >20 Gy) were not associated with pneumonitis. ConclusionIn patients receiving nivolumab or nivolumab plus ipilimumab after definitive CCRT, lung V20 of >23% was associated with an increased risk of grade 2 or greater pneumonitis. Radiation dose constraints for lungs in patients receiving consolidative IO after CCRT should continue to be evaluated and optimized when feasible.

EP.05B.03 Evaluating the Risk of Pneumonitis from G-CSF in Thoracic Cancer Patients with Pre-Existing ILD

EP.05B.03 Evaluating the Risk of Pneumonitis from G-CSF in Thoracic Cancer Patients with Pre-Existing ILD

Outcome of immune checkpoint inhibitor treatment in non-small cell lung cancer patients with interstitial lung abnormalities: clinical utility of subcategorizing interstitial lung abnormalities

Interstitial lung abnormalities (ILAs) are immune checkpoint inhibitor (ICI)-related pneumonitis (ICI-P) risk factors. However, the relationship between imaging patterns and immunotherapy outcomes, and treatment strategies remain unclear in patients with non-small cell lung cancer (NSCLC) and ILAs. We retrospectively evaluated patients with ILAs-complicated NSCLC who received ICI therapy. ILAs were subcategorized as non-subpleural, subpleural non-fibrotic, and subpleural fibrotic (SF) based on the 2020 position paper by the Fleischner Society. We investigated ICI-P incidence, ICI-P risk factors, lung cancer prognosis, and ILAs radiological progression. Of the 481 ICI-treated patients, 79 (16.4%) had ILAs (45 non-SF and 34 SF). The ICI-P cumulative incidence (hazard ratio, 4.57; 95% confidence interval [CI], 1.90–10.98; p = 0.001) and any grade and grade ≥ 3 ICI-P incidences were higher in patients with SF-ILAs than in those with non-SF-ILAs (all grades: 7/45 [15.6%)] vs. 18/34 [52.9%]; p < 0.001; grade ≥ 3: 1/45 [2.2%] vs. 10/34 [29.4%]; p = 0.001). According to multivariate analysis, SF-ILAs independently predicted ICI-P (odds ratio, 5.35; 95% CI 1.62–17.61; p = 0.006). Patients with SF-ILAs had shorter progression-free and overall survival and higher ICI-P-related respiratory failure death rates than those with non-SF-ILAs. Approximately 2.5 times more patients with SF-ILAs showed progression by the 2-year follow-up than those with non-SF-ILAs. SF-ILAs is an independent strong predictor of ICI-P development in patients with NSCLC, may increase ICI-P severity, worsen prognosis, and accelerate ILAs progression. ILAs subcategorization is an important treatment strategy for patients with lung cancer treated with ICIs.

2642: Comparing Dosimetry and RT pneumonitis risk between carbon ion radiotherapy and SABR in lung cancer

2642: Comparing Dosimetry and RT pneumonitis risk between carbon ion radiotherapy and SABR in lung cancer

The impact of chronic obstructive pulmonary disease on the risk of immune-related pneumonitis in lung cancer patients undergoing immunotherapy: a systematic review and meta-analysis

BackgroundLung cancer, a leading cause of cancer mortality, poses significant treatment challenges. The use of immune checkpoint inhibitors (ICIs) has revolutionized therapy, but it is associated with immune-related pneumonitis (IRP). This study systematically reviews and analyzes the impact of Chronic Obstructive Pulmonary Disease (COPD) on the risk of IRP in lung cancer patients undergoing immunotherapy.MethodsAdhering to PRISMA guidelines and using the PICO framework, a comprehensive search across PubMed, Embase, Web of Science, and the Cochrane Library was conducted. Inclusion criteria encompassed peer-reviewed studies involving lung cancer patients treated with ICIs, comparing those with and without COPD. The primary outcome was the incidence and risk of IRP. The Newcastle-Ottawa Scale evaluated study quality. The effect size was calculated using random or fixed-effects models based on the observed heterogeneity. We assessed the heterogeneity between studies and conducted a sensitivity analysis.ResultsThe search identified 1026 articles, with six meeting the criteria for inclusion. Studies varied in design and geography, predominantly retrospective cohort studies. Patients with COPD had an increased risk of IRP (OR = 1.54, 95% CI [1.24, 1.92, P < 0.01). Subgroup analysis based on radiation therapy exposure (< 40% and ≥ 40%) also indicated a heightened IRP risk in COPD patients. Sensitivity analysis affirmed the robustness of the results, and publication bias was not significant.ConclusionsLung cancer patients with COPD undergoing immunotherapy have a significantly increased risk of developing IRP. This highlights the necessity for vigilant monitoring and individualized treatment strategies to improve the safety and effectiveness of immunotherapy in this group.

Dosimetric and NTCP advantages of robust proton therapy over robust VMAT for Stage III NSCLC in the immunotherapy era

AimsTo assess the robustness and to define the dosimetric and NTCP advantages of pencil-beam-scanning proton therapy (PBSPT) compared with VMAT for unresectable Stage III non-small lung cancer (NSCLC) in the immunotherapy era. Material and methods10 patients were re-planned with VMAT and PBSPT using: 1) ITV-based robust optimization with 0.5 cm setup uncertainties and (for PBSPT) 3.5 % range uncertainties on free-breathing CT 2) CTV-based RO including all 4DCTs anatomies. Target coverage (TC), organs at risk dose and TC robustness (TCR), set at V95%, were compared. The NTCP risk for radiation pneumonitis (RP), 24-month mortality (24MM), G2 + acute esophageal toxicity (ET), the dose to the immune system (EDIC) and the left anterior descending (LAD) coronary artery V15 < 10 % were registered. Wilcoxon test was used. ResultsBoth PBSPT methods improved TC and TCR (p < 0.01). The mean lung dose and lung V20 were lower with PBSPT (p < 0.01). Median mean heart dose reduction with PBSPT was 8 Gy (p < 0.001). PT lowered median LAD V15 (p = 0.004).ΔNTCP > 5 % with PBSPT was observed for two patients for RP and for five patients for 24 MM. ΔNTCP for ≥ G2 ET was not in favor of PBSPT for all patients. PBSPT halved median EDIC (4.9/5.1 Gy for ITV/CTV-based VMAT vs 2.3 Gy for both ITV/CTV-based PBSPT, p < 0.01). ConclusionsPBSPT is a robust approach with significant dosimetric and NTCP advantages over VMAT; the EDIC reduction could allow for a better integration with immunotherapy. A clinical benefit for a subset of NSCLC patients is expected.

Computed chest radiography for total body irradiation: image quality and clinical feasibility

Objective. In myeloablative total body irradiation (TBI), lung shielding blocks are used to reduce the dose to the lungs and hence decrease the risk of radiation pneumonitis. Some centers are still using mega-Volt (MV) imaging with dedicated silver halide-based films during simulation and treatment for lung delineation and position verification. However, the availability of these films has recently become an issue. This study examines the clinical performance of a computed radiography (CR) solution in comparison to radiographic films and potential improvement of image quality by filtering and post-processing. Approach. We compared BaFBrI-based CR plates to radiographic films. First, images of an aluminum block were analyzed to assess filter impact on scatter reduction. Secondly, a dedicated image quality phantom was used to assess signal linearity, signal-to-noise ratio (SNR), contrast and spatial resolution. Ultimately, a clinical performance study involving two impartial observers was conducted on an anthropomorphic chest phantom, employing visual grading analysis (VGA). Various filter materials and positions as well as post-processing were examined, and the workflow between CR and film was compared. Main results. CR images exhibited high SNR and linearity but demonstrated lower spatial and contrast resolution when compared to film. However, filtering improved contrast resolution and SNR, while positioning filters inside the cassette additionally enhanced sharpness. Image processing improved VGA scores, while additional filtering also resulted in higher spine visibility scores. CR shortened TBI simulation by over 10 minutes for one patient, alongside a dose reduction by order of 0.1 Gy. Significance. This study highlights potential advantages of shifting from conventional radiographic film to CR for TBI. Overall, CR with the incorporation of processing and filtering proves to be suitable for TBI chest imaging. When compared to radiographic film, CR offers advantages such as reduced simulation time and dose delivery, re-usability of image plates and digital workflow integration.

Association of human leukocyte antigen (HLA) status with immune checkpoint inhibitor (ICI) pneumonitis in patients with non-small cell lung cancer (NSCLC).

8620 Background: Pneumonitis is a potentially serious complication occurring in 5-20% of lung cancer patients receiving ICI. The genetic risk factors for ICI pneumonitis are unclear. Given the association between HLA genetic variants and autoimmune diseases, we hypothesized that certain HLA genetic variants are associated with risk of ICI pneumonitis. Methods: Patients with advanced EGFR/ ALK wild type, PD-L1 tumor proportion score ≥50% NSCLC who received ICI were enrolled from year 2019 to 2022. Germline HLA typing was performed on buccal swab specimens using the Alltype Fastplex assay. Clinicopathological characteristics, treatment courses and survival outcomes were retrospectively collated. The primary endpoint was the correlation of common HLA variants (present in &gt;30% of subjects) to the risk of ICI pneumonitis. Results: 42 patients (all Chinese, 36 male, 33 current/former smokers) were enrolled. Median age was 71 years old (range 51-91). 34, 6, 1 and 1 patients had adenocarcinoma, NSCLC not otherwise specified, squamous cell carcinoma and large cell neuroendocrine carcinoma respectively. Majority (33/42, 79%) received pembrolizumab monotherapy while 9 (21%) patients received pembrolizumab plus chemotherapy. Median follow up time was 27.8 months. At data cutoff, 28 (67%) patients received ICI for more than 1 year and 10 (24%) patients stopped ICI after completion of 2-year course of treatment. Seven (17%) patients developed pneumonitis, of which 3 were grade 2 and 4 were grade 3 in severity. Median time to development of pneumonitis was 6.9 months (range 0.3-25.2). Demographic characteristics were similar between patients who did or did not experience pneumonitis. In the entire cohort, twenty-two (52%) patients harbored the class II DPB1*02 allele. This allele was significantly associated with development of ICI pneumonitis. All 7 patients who had ICI pneumonitis harbored the DPB1*02 allele. The incidence of pneumonitis in patients harboring the DPB1*02 allele was 32% compared to 0% in those without this allele (p=0.009). Patients who experienced pneumonitis had worse survival rates than those without (p=0.03), but expression of DPB1*02 allele was not associated with inferior survival outcomes. Conclusions: Our results suggested that expression of DPB1*02 allele may be associated with development of ICI pneumonitis. A larger case-control study is ongoing to validate this association. [Table: see text]

LOOP: An observational, prospective, multicenter study of patients with non-small cell lung cancer in the US receiving standard-of-care and initiating an approved therapy with risk of pneumonitis/ILD.

TPS12157 Background: A wide range of oncology treatments are associated with a risk of pneumonitis or ILD, which is an uncommon but serious side effect with potential for significant morbidity and mortality (Conte et al 2022). The development of pneumonitis/ILD remains unpredictable and relatively uncommon in a single practice or hospital setting. Risk of drug-induced pneumonitis/ILD remains a limiting factor to prescribing life-saving treatments. A non-invasive, patient-centric multimodal solution for remote data capture could support recognition and tracking of pulmonary symptoms in addition to providing insight for the clinical team to personalize the monitoring of patients according to their medical history or specific physiological markers. Methods: LOOP is an observational, prospective, multicenter study conducted in the US. Stage III and IV NSCLC patients receiving SoC and initiating treatment with an FDA-approved ICI (alone or in combination with other agents), ADC, or small molecule EGFR inhibitor are eligible to participate. The primary objective is to enable the development and refinement of an algorithm including documentation of its performance (specificity, sensitivity and odd ratio to inform risk of pulmonary/respiratory/thoracic-related events including ILD). A secondary objective proposes to characterize the risk factors, signs, and symptoms leading to onset, diagnosis, and treatment of pneumonitis/ILD in patients receiving SoC. The study will collect patient-generated data outside of point-of-care for six months, using questionnaires and a medical pulse-oximeter device . Clinical data available per SoC in the medical records will be collected. Approximately 600 patients will be enrolled over 13 months to accrue approximately 100 pneumonitis/ILD events. Events will include all grades of pneumonitis, including ILD and radiation pneumonitis, as determined by the Investigator. Qualitative interviews will be conducted to inform a more granular understanding of the patient specific experience of developing ILD. Logistic regression, area under curve, descriptive statistics and relevant visualizations will map the relationship between pneumonitis/ILD and patient’s health status. The study is currently enrolling; the protocol was approved by a central IRB. Clinical trial information: NCT06192004 .

Evaluation of Tumor Control and Normal Tissue Complication Probabilities in Patients Receiving Comprehensive Nodal Irradiation for Left-Sided Breast Cancer.

Women with left-sided breast cancer receiving adjuvant radiotherapy have increased incidence of cardiac mortality due to ischemic heart disease; to date, no threshold dose for late cardiac/pulmonary morbidity or mortality has been established. We investigated the likelihood of cardiac death and radiation pneumonitis in women with left-sided breast cancer who received comprehensive lymph node irradiation. The differences in dosimetric parameters between free-breathing (FB) and deep inspiration breath hold (DIBH) techniques were also addressed. Based on NTCP calculations, the probability of cardiac death was significantly reduced with the DIBH compared to the FB technique (p < 0.001). The risk of radiation pneumonitis was not clinically significant. There was no difference in coverage between FB and DIBH plans. Doses to healthy structures were significantly lower in DIBH plan than in FB plan for V20, V30, and ipsilateral total lung volume. Inspiratory gating reduces the dose absorbed by the heart without compromising the target range, thus reducing the likelihood of cardiac death.

Risk of hypersensitivity pneumonitis and other interstitial lung diseases following organic dust exposure

BackgroundOrganic dust is associated with hypersensitivity pneumonitis, and associations with other types of interstitial lung disease (ILD) have been suggested. We examined the association between occupational organic dust exposure and...

Trastuzumab deruxtecan-related risk of ILD and pneumonitis

Trastuzumab deruxtecan-related risk of ILD and pneumonitis

The safety of trastuzumab deruxtecan (DS-8201) with a focus on interstitial lung disease and/or pneumonitis: A systematic review and single-arm meta-analysis.

Previous studies involving risk-benefit analysis of trastuzumab deruxtecan (DS-8201) have indicated the benefit of this treatment, although it may increase the risk of interstitial lung disease (ILD) and/or pneumonitis in certain patients. This study aimed to assess the safety of DS-8201. A search was done for relevant articles in four electronic databases: PubMed, Embase, the Cochrane Library, and ClinicalTrials.gov. All reports published up until November 2, 2022, were included, and study types were restricted to clinical trials; the last search was then updated to January 10, 2023. We also assessed the quality of the literature with the Cochrane Handbook for Systematic Reviews of Interventions and the Methodological Index for Non-Randomized Studies tool, and then performed a meta-analysis with R version 4.2.1. A total of 1428 patients reported in 13 articles were included in this study. The analysis revealed that the most common all-grade treatment-emergent adverse events (TEAEs) were nausea and fatigue. The most common TEAE of grade 3 or above (grade ≥3) was neutropenia. The incidences of ILD and/or pneumonitis for all-grade and grade ≥3 TEAEs were 12.5% and 2.2%, respectively. This comprehensive summary of the incidence of TEAEs associated with DS-8201 in clinical trials provides an important guide for clinicians. The most common TEAEs were gastrointestinal reactions and fatigue; meanwhile, the most common grade ≥3 TEAE was hematological toxicity. ILD and/or pneumonitis were specific adverse drug reactions associated with DS-8201, of which physicians should be particularly aware for their higher morbidity and rates of grade ≥3 TEAEs.

Abstract PO1-19-03: The T-REX trial: a randomized international non-inferiority trial on Tailored Regional EXternal beam radiotherapy in clinically node-negative breast cancer patients with 1-2 sentinel node macrometastases

Abstract Background: Modern systemic treatment has reduced the incidence of regional recurrences and improved survival in breast cancer (BC). It is thus questionable whether regional radiotherapy (RT) is still indicated in patients with sentinel lymph node (SLN) macrometastases. Postoperative regional RT is associated with an increased risk of arm morbidity, pneumonitis, cardiac disease, and secondary cancer. Therefore, there is a need to individualize the indication for regional RT in relation to risk of recurrence. Trial design: In this multicenter, prospective randomized phase 3 trial, eligible patients have a clinically node-negative, estrogen receptor-positive, HER2-negative BC with 1-2 SLN macrometastases, and have not undergone completion axillary lymph node dissection. Participants are randomly assigned to receive regional RT (standard arm) or not (intervention arm). Regional RT includes the axillary levels I-III and the supraclavicular fossa. Internal mammary nodes are targeted in selected patients. After breast-conserving surgery (BCS), RT to the remaining breast is given in both groups while after mastectomy, chest-wall RT is only given in the standard arm. In the intervention arm, chest wall RT may be indicated in selected cases with extensive multifocality, according to national guidelines. RT quality assurance is an integral part of the trial. In addition, material from the primary tumor, SLN metastases and any recurrences is subjected to gene expression analysis to identify both prognostic markers for locoregional recurrence and predictive markers for the benefit of regional RT. After confirmation of eligibility and written informed consent, patients are randomized 1:1 between the treatment arms. Allocation is stratified by trial site and breast surgery (BCS vs. mastectomy). Participation in T-REX should not affect decisions on systemic adjuvant treatment. Eligibility criteria: Trial inclusion and exclusion criteria are given in Table 1. Specific aims: The main aim of the trial is to investigate if the omission of regional RT is non-inferior to routine regional RT in clinically node-negative BC patients with estrogen receptor-positive, HER2-negative T1-2 tumors with 1-2 SLN macrometastases not receiving axillary lymph node dissection. Secondary aims are to investigate whether refraining from regional RT reduces arm morbidity and late RT side effects, and improves short- and long-term health-related quality of life. In addition, the use of genomic classifiers for the prognostication of locoregional recurrences and the prediction of a benefit from regional RT will be investigated. Statistical methods: Primary outcome is recurrence free survival (RFS) at five years. Non-inferiority will be declared if the outcome in the intervention arm is not more than 4.5 percentage units below the standard arm, corresponding to a hazard ratio of 1.41 assuming 88% 5-year RFS with standard treatment. Secondary outcomes include locoregional recurrence, overall survival, patient-reported arm morbidity, and health-related quality of life. Accrual: The trial will include 1350 patients in Sweden, Norway and Finland from April 2023 to December 2028. First sites have been opened in April 2023. Contact information: Primary Investigator: Sara Alkner, Skåne University Hospital, Lund University, sara.alkner@med.lu.se. Responsible for the biobank: Per Karlsson, Sahlgrenska University Hospital, Gothenburg University, per.karlsson@oncology.gu.se. Inclusion and exclusion criteria Citation Format: Sara Alkner, Jana de Boniface, Dan Lundstedt, Ingvil Mjaaland, Lisa Rydén, Johan vikström, Pär-Ola Bendahl, Erik Holmberg, Helena Sackey, Elinore Wieslander, Per Karlsson. The T-REX trial: a randomized international non-inferiority trial on Tailored Regional EXternal beam radiotherapy in clinically node-negative breast cancer patients with 1-2 sentinel node macrometastases [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-19-03.

The relative risk of immune checkpoint inhibitor pneumonitis in advanced non-small- cell lung cancer: Meta-analyses of controlled clinical trials.

Immune checkpoint inhibitor pneumonitis (CIP) is a prevalent form of immunotherapy-induced pulmonary toxicity, ranking among the leading causes of mortality associated with immune checkpoint inhibitors (ICIs). Despite its significance, the risk stratification of CIP in advanced non-small cell lung cancer (NSCLC) remains uncertain. In this study, we conducted a comprehensive analysis, comparing various factors such as histological types, treatment regimens, PD-L1 expression levels, and EGFR/ALK negativity in advanced NSCLC. Our investigation extends to evaluating the relative risk of developing CIP based on previous treatment history. This analysis aims to provide valuable insights for the identification of specific patient subgroups at higher risk, facilitating more effective risk management and precision therapy approaches. PubMed, Embase, and Cochrane databases were systematically searched up to February 16, 2023. We conducted a screening of randomized controlled trials (RCTs) that compared ICI monotherapy or its combination with chemotherapy in advanced NSCLC. The trials were categorized based on histological type, treatment regimen, PD-L1 expression level, EGFR/ALK-negative status, and prior treatment history. Subsequently, the data were stratified into five subgroups, and the occurrences of all-grades (1-5) and high-grades (3-5) pneumonia events were extracted. Odds ratios (OR) and corresponding 95% confidence intervals (CI) were then calculated for further analysis. Twenty-two RCTs, encompassing 13,725 patients with advanced NSCLC, were included in this analysis. Regardless of histology (OR = 2.47, 95% CI 1.41-4.33, P = 0.002; OR = 1.84, 95% CI 1.10-3.09, P = 0.02), treatment regimen (OR = 3.27, 95% CI 2.00-5.35, P < 0.00001; OR = 2.91, 95% CI 1.98-4.27, P < 0.00001), PD-L1 expression level (OR = 5.11, 95% CI 2.58-10.12, P < 0.00001; OR = 5.15, 95% CI 2.48-10.70, P < 0.0001), negative EGFR/ALK expression (OR = 4.32, 95% CI 2.22-8.41, P < 0.0001; OR = 3.6, 95% CI 1.56-8.28, P = 0.003), whether there is a history of treatment (OR = 3.27, 95% CI 2.00-5.35, P < 0.00001; OR = 2.74, 95% CI 1.75-4.29, P < 0.0001), ICI use was associated with a higher risk of all-grade (1-5) and high-grade (3-5) pneumonia compared to chemotherapy. Subgroup analysis revealed that the squamous group, the ICI vs. combination chemotherapy (CT) group, the PD-L1 > 50% group, and the previously untreated group had a higher risk of developing all-grade and grade 3-5 CIP (P < 0.05). In advanced NSCLC, ICI treatment was linked to an elevated risk of pneumonitis across all grades (1-5) as well as high-grade occurrences (3-5) compared to chemotherapy. Notably, individuals with squamous histology and high PD-L1 expression, along with those lacking a history of prior treatment, demonstrated a heightened susceptibility to developing immune-related pneumonitis of all grades (1-5) and high grades (3-5). These observations provide valuable insights for clinicians seeking to enhance the management of pulmonary toxicity associated with immunotherapy.

Comparison of ultrasonographic measurement of gastric antral volume and pH with or without pharmacological acid aspiration prophylaxis in low-risk surgical patients - A randomized clinical trial.

The role of preoperative pharmacological prophylaxis in preventing aspiration pneumonitis under general anesthesia (GA) in patients at low risk of aspiration pneumonitis is still under debate. We addressed the need for routine pharmacological aspiration prophylaxis in at-risk population by assessing the change in gastric volume using ultrasound with and without pharmacological acid aspiration prophylaxis. A single-center, randomized double-blinded trial, with 200 adult patients scheduled for elective surgical procedures under GA, were randomized into a prophylaxis group, in which the patients received oral famotidine and metoclopramide, and a no prophylaxis group, in which the patients did not receive any prophylaxis. Gastric volume derived from preinduction measurement of gastric antral volume by ultrasound, postinduction gastric pH, and incidences of aspiration pneumonitis were compared. Bland-Altman plot was used to determine the level of agreement between measured gastric volume and ultrasonography based on calculated gastric volume. The gastric antral cross-sectional area (CSA) and volume in the no prophylaxis group (3.12 cm2 and 20.11 ml, respectively) were comparable to the prophylaxis group (2.56 cm2 and 19.67 ml, respectively) (P-values 0.97 and 0.63, respectively). Although there was a statistically significant decrease in gastric pH in the no prophylaxis group (P-value 0.01), it was not clinically significant to increase the risk of aspiration pneumonitis based on Roberts and Shirley criteria (P-value 0.39). In an adequately fasted low-risk population, the amount of residual gastric volume was similar and below the aspiration threshold, regardless of the aspiration prophylaxis status.

A deep learning model for translating CT to ventilation imaging: analysis of accuracy and impact on functional avoidance radiotherapy planning.

Radiotherapy planning incorporating functional lung images has the potential to reduce pulmonary toxicity. Free-breathing 4DCT-derived ventilation image (CTVI) may help quantify lung function. This study introduces a novel deep-learning model directly translating planning CT images into CTVI. We investigated the accuracy of generated images and the impact on functional avoidance planning. Paired planning CT and 4DCT scans from 48 patients with NSCLC were randomized to training (n = 41) and testing (n = 7) data sets. The ventilation maps were generated from 4DCT using a Jacobian-based algorithm to provide ground truth labels (CTVI4DCT). A 3D U-Net-based model was trained to map CT to synthetic CTVI (CTVISyn) and validated using fivefold cross-validation. The highest-performing model was applied to the testing set. Spearman's correlation (rs) and Dice similarity coefficient (DSC) determined voxel-wise and functional-wise concordance between CTVI4DCT and CTVISyn. Three plans were designed per patient in the testing set: one clinical plan without CTVI and two functional avoidance plans combined with CTVI4DCT or CTVISyn, aimed at sparing high-functional lungs defined as the top 50% of the percentile ventilation ranges. Dose-volume (DVH) parameters regarding the planning target volume (PTV) and organs at risk (OARs) were recorded. Radiation pneumonitis (RP) risk was estimated using a dose-function (DFH)-based normal tissue complication probability (NTCP) model. CTVISyn showed a mean rs value of 0.65 ± 0.04 compared to CTVI4DCT. Mean DSC values over the top 50% and 60% of ventilation ranges were 0.41 ± 0.07 and 0.52 ± 0.10, respectively. In the test set (n = 7), all patients' RP-risk benefited from CTVI4DCT-guided plans (Riskmean_4DCT_vs_Clinical: 29.24% vs. 49.12%, P = 0.016), and six patients benefited from CTVISyn-guided plans (Riskmean_Syn_vs_Clinical: 31.13% vs. 49.12%, P = 0.022). There were no significant differences in DVH and DFH metrics between CTVISyn and CTVI4DCT-guided plan (P > 0.05). Using deep-learning techniques, CTVISyn generated from planning CT exhibited a moderate-to-high correlation with CTVI4DCT. The CTVISyn-guided plans were comparable to the CTVI4DCT-guided plans, effectively reducing pulmonary toxicity in patients while maintaining acceptable plan quality. Further prospective trials are needed to validate these findings.

DNA Repair Genetics and the Risk of Radiation Pneumonitis in Patients With Lung Cancer: A Systematic Review and Meta-analysis

AimsERCC1 rs11615 and ERCC2 rs238406 single nuclear polymorphism (SNPs) are known for their association with treatment outcome, likely related to radiosensitivity of both tumor and normal tissue in patients with non-small-cell lung cancer. This study aimed to review the effect of 1) these ERCC1/2 SNPs and 2) other SNPs of DNA repair genes on radiation pneumonitis (RP) in patients with lung cancer. Materials and methodsSNPs of our interest included ERCC1 rs11615 and ERCC2 rs238406 and other genes of DNA repair pathways that are functional and biologically active. DNA repair SNPs reported by at least two independent studies were pooled for meta-analysis. The study endpoint was radiation pneumonitis (RP) after radiotherapy. Recessive, dominant, homozygous, heterozygous, and allelic genotype models were used where appropriate. ResultsA total of 16 studies (3080 patients) were identified from the systematic review and 12 studies (2090 patients) on 11 SNPs were included in the meta-analysis. The SNPs were ATM rs189037, ATM rs373759, NEIL1 rs4462560, NEIL1 rs7402844, APE1 rs1130409, XRCC3 rs861539, ERCC1 rs11615, ERCC1 rs3212986, ERCC2 rs238406, ERCC2 rs13181, and XRCC1 rs25487. ERCC1 rs11615 (236 patients) and ERCC2 rs238406 (254 patients) were not significantly associated with RP. Using the allelic model, the G allele for NEIL1 gene was significantly associated with a reduced odds of developing symptomatic (grade ≥2) RP compared to the C allele for rs7402844 (OR 0.70, 95% CI: 0.49, 0.99, P = 0.04). Similarly, the T allele for APE1 gene was significantly associated with a reduced odds of developing symptomatic (grade ≥2) RP compared to the G allele for rs1130409 (OR 0.59, 95% CI: 0.43, 0.81, P = 0.001). ConclusionGenetic variation in the DNA repair pathway genes may play a significant role in the risk of developing radiation pneumonitis in patients with lung cancer. Further studies are needed on genotypic features of DNA repair pathway genes and their association with treatment sensitivity, as such knowledge may guide personalized radiation dose prescription.

Abstract 7396: Development of deep neural networks that guide more individualized radiotherapy to the lung

Abstract Introduction: Radiotherapy is dependent on an expert-based model that impedes implementation of many potentially useful applications that could aid decision makers. This model is a barrier to a learning healthcare system due to noise introduced by decision-maker variation. Surmounting this barrier will require compelling clinical outcome data and highly useful and accurate information systems. We sought to develop new augmented-intelligence capabilities to better predict both high-dose lung irradiation treatment efficacy (i.e., local tumor control) and toxicity (i.e., radiation-induced pneumonitis). Methods: We curated one of the largest datasets of lung stereotactic body radiotherapy (SBRT) datasets globally (~1200 cases). We input pre-therapy lung computed tomography (CT) images using a bounding box approach that captures the gross tumor volume and adjacent normal lung into a multi-task deep neural network to generate an image fingerprint that predicts local failures after treatment. Separately, we input axial slices from CT scans of the lung into convolutional neural network (CNN) and trained using an outcome per slice method. We then aggregated intra-patient slices into a recurrent neural network (RNN) to estimate individual patient risk for pneumonitis. We validated our findings with the independent study cohort. Risk scores for local failure and pneumonitis were combined with clinical variables to assess the relative contribution of the deep learning-derived image risk scores. Results: A total of 1045 patients met our eligibility criteria. Radiation treatments in patients with high local failure risk scores failed at a significantly higher rate than in patients with low scores; 3-year cumulative incidence of local failure in the internal study cohort was 20·3% (16·0-24·9) in patients with high scores and 5·7% (95% CI 3·5-8·8) in patients with low scores (hazard ratio [HR]=3·64 [95% CI 2·19-6·05], p&amp;lt;0·0001). Models that included the local failure risk score and clinical variables predicted treatment failures with a concordance index (C-index) of 0·72 (95% CI 0·67-0·77), a significant improvement compared with classical radiomics (p&amp;lt;0·0001) or clinical variables (p&amp;lt;0·0001) alone. Radiation pneumonitis risk scores were highly predictive of toxicity, with an accuracy and CI of 0.78 (95% CI 0.72-0.85). A model that includes dosimetry variates (V20), improved the CI to 0.85 (95% CI 0.80-0.90). Conclusions: The image-based deep learning frameworks developed herein represent the first opportunity to use medical images to individualize radiotherapy dose and toxicity predictions. Our results signify a new roadmap for deep learning-guided predictions and treatment guidance in the image-replete and highly standardized discipline of radiation oncology. A phase 2 study assessing machine-derived dose predictions is currently enrolling patients. Citation Format: Mohamed Abazeed. Development of deep neural networks that guide more individualized radiotherapy to the lung [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 7396.