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1.
Front Immunol ; 14: 1249511, 2023.
Article in English | MEDLINE | ID: mdl-37841255

ABSTRACT

Background: Immune checkpoint inhibitors (ICI) may cause pneumonitis, resulting in potentially fatal lung inflammation. However, distinguishing pneumonitis from pneumonia is time-consuming and challenging. To fill this gap, we build an image-based tool, and further evaluate it clinically alongside relevant blood biomarkers. Materials and methods: We studied CT images from 97 patients with pneumonia and 29 patients with pneumonitis from acute myeloid leukemia treated with ICIs. We developed a CT-derived signature using a habitat imaging algorithm, whereby infected lungs are segregated into clusters ("habitats"). We validated the model and compared it with a clinical-blood model to determine whether imaging can add diagnostic value. Results: Habitat imaging revealed intrinsic lung inflammation patterns by identifying 5 distinct subregions, correlating to lung parenchyma, consolidation, heterogenous ground-glass opacity (GGO), and GGO-consolidation transition. Consequently, our proposed habitat model (accuracy of 79%, sensitivity of 48%, and specificity of 88%) outperformed the clinical-blood model (accuracy of 68%, sensitivity of 14%, and specificity of 85%) for classifying pneumonia versus pneumonitis. Integrating imaging and blood achieved the optimal performance (accuracy of 81%, sensitivity of 52% and specificity of 90%). Using this imaging-blood composite model, the post-test probability for detecting pneumonitis increased from 23% to 61%, significantly (p = 1.5E - 9) higher than the clinical and blood model (post-test probability of 22%). Conclusion: Habitat imaging represents a step forward in the image-based detection of pneumonia and pneumonitis, which can complement known blood biomarkers. Further work is needed to validate and fine tune this imaging-blood composite model and further improve its sensitivity to detect pneumonitis.


Subject(s)
Leukemia, Myeloid, Acute , Pneumonia , Humans , Immune Checkpoint Inhibitors/therapeutic use , Pneumonia/diagnostic imaging , Pneumonia/drug therapy , Tomography, X-Ray Computed , Inflammation/drug therapy , Biomarkers , Leukemia, Myeloid, Acute/drug therapy
2.
Cancer ; 128(14): 2736-2745, 2022 07 15.
Article in English | MEDLINE | ID: mdl-35452134

ABSTRACT

BACKGROUND: Immune checkpoint inhibitors (ICI), combined with hypomethylating agents, can be used to treat acute myeloid leukemia (AML), but this strategy results in a high rate of pneumonitis. The authors sought to determine risk factors for pneumonitis development and whether pneumonitis increased mortality. METHODS: The authors conducted a retrospective review of 258 AML patients who received ICI-containing regimens from 2016 to 2018. A multidisciplinary adjudication committee diagnosed pneumonia and pneumonitis by reviewing symptoms, imaging, microbiology, and response to therapies. To measure risk factors for pneumonitis and mortality, multivariate Cox proportional hazards models were constructed. Pneumonia, pneumonitis, and disease progression were modeled as a time-dependent variable and incorporated a standard risk set modifying variables into the models. RESULTS: Thirty patients developed pneumonitis (12%). Of these, 17 had partial or complete resolution, whereas 13 patients died from pneumonitis. Increasing age (hazard ratio [HR], 1.04 per year; 95% confidence interval [CI], 1.00-1.08), and baseline shortness of breath increased pneumonitis risk (HR, 2.51; 95% CI, 1.13-5.55). Female sex (HR, 0.33; 95% CI, 0.15-0.70) and increasing platelet count (HR, 0.52 per log-unit increase; 95% CI, 0.30-0.92) decreased pneumonitis risk. In adjusted models, ICI-related pneumonitis significantly increased mortality (HR, 2.84; 95% CI, 1.84-4.37). CONCLUSIONS: ICI-related pneumonitis occurs at a high rate in AML patients and increases mortality. LAY SUMMARY: Immune checkpoint inhibitors (ICIs) remove inhibitory signals that reduce T-cell function and allow T-cells to better attack cancer cells. In acute myeloid leukemia (AML), the effectiveness of ICIs is limited in part by inflammation of the lung, called pneumonitis. This study reviewed 258 patients with AML who received ICIs and identified 30 patients who developed pneumonitis, nearly half of whom died. Older age and baseline shortness of breath increased pneumonitis risk, whereas female sex and higher baseline platelet counts decreased pneumonitis risk. Pneumonitis increased mortality by nearly 3-fold. This work highlights the significant harm imposed by pneumonitis after ICI therapies.


Subject(s)
Antineoplastic Agents, Immunological , Leukemia, Myeloid, Acute , Lung Neoplasms , Pneumonia , Antineoplastic Agents, Immunological/therapeutic use , Dyspnea/chemically induced , Female , Humans , Immune Checkpoint Inhibitors/adverse effects , Leukemia, Myeloid, Acute/complications , Leukemia, Myeloid, Acute/drug therapy , Lung Neoplasms/drug therapy , Pneumonia/chemically induced , Pneumonia/diagnosis , Pneumonia/epidemiology , Retrospective Studies
3.
BMJ Case Rep ; 20172017 May 22.
Article in English | MEDLINE | ID: mdl-28536212

ABSTRACT

Arteriovenous haemangiomas within the chest are rare and uncommonly documented. After a 60-year-old woman with a history of smoking underwent a routine chest X-ray revealing a right apical mass, further investigations led to the discovery of a large extrapulmonary arteriovenous haemangioma in the superior mediastinum. Additionally, this case became complicated when the hemangioma was found to not only be compressing adjacent major arteries and veins, but also invading into the spinal canal and displacing the spinal cord. With multidisciplinary planning, the arteriovenous haemangioma was embolised and successfully resected. Thus, we present a case of an arteriovenous haemangioma in the superior mediastinum and discuss the importance of the case.


Subject(s)
Arteriovenous Malformations , Hemangioma , Mediastinal Neoplasms , Arteriovenous Malformations/complications , Arteriovenous Malformations/diagnostic imaging , Female , Hemangioma/complications , Hemangioma/diagnostic imaging , Hemangioma/pathology , Humans , Incidental Findings , Mediastinal Neoplasms/complications , Mediastinal Neoplasms/diagnostic imaging , Mediastinal Neoplasms/pathology , Middle Aged
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