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Al-Hamoud A, Pansu N, Brun AL, Etienne N, Farfour E, Avettand-Fenoel V, Rouzaud C, Roux A, Suarez F, Salvator H, Serris A, Catherinot E, Lortholary O. Determinants of radiological patterns and severity in immunocompromised adults with Metapneumovirus infection. Respir Med 2024; 227:107604. [PMID: 38492818 DOI: 10.1016/j.rmed.2024.107604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 03/05/2024] [Accepted: 03/13/2024] [Indexed: 03/18/2024]
Abstract
BACKGROUND Human Metapneumovirus (HMPV) belongs to the Pneumoviridae family and is responsible for respiratory infections. Mild infections are well-recognized in children, while its precise impact in various categories of immunocompromised adults has not been well addressed. RESEARCH QUESTION We retrospectively studied HMPV infections in immunocompromised adults followed in two large French university medical centers. STUDY DESIGN AND METHODS We identified immunocompromised adults with positive HMPV Polymerase Chain Reaction (PCR) for 36 months and reviewed their medical charts. For lung transplant recipients (LTR), FEV1 was collected at baseline, during and after infection. Imaging was centralized and chest involvement was categorized by dominant CT patterns. We compared severe patients (requiring oxygen or ventilation) and non hypoxemic patients. RESULTS Seventy-two patients were included, 27 were LTR, 25 had a hematological malignancy or were hematopoietic stem cell recipients, 20 had another immunocompromised status. Twenty patients (28%) presented a hypoxemic infection, requiring hospitalization and intensive care units transfers in 50/72 (69.4%) and 9/72 (12.5%) respectively, with only one death. Hypoxemia was less pronounced in LTRs (p = 0.014). Finally, age and dyspnea remained independent factors associated with hypoxemia (p < 0.005). The most frequent radiological patterns were bronchopneumonia (34.2%) and bronchiolitis (39.5% and 64.3% in the overall population and in LTRs respectively, p = 0.045). FEV1 improved in LTRs at one month and 85% had recovered their baseline FEV1 within 6 months. INTERPRETATIONS In immunocompromised adults, HMPV infections required frequent hospitalizations and ICU transfers, while mortality is low. In LTRs, bronchiolitis pattern was predominant with short and long-term favorable outcome.
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Affiliation(s)
- A Al-Hamoud
- Service de Pneumologie, Hôpital Foch, Suresnes, France
| | - N Pansu
- Université Paris Cité, Service de Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d'Infectiologie Necker-Pasteur, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - A-L Brun
- Service d'Imagerie Médicale, Hôpital Foch, Suresnes, France
| | - N Etienne
- Université Paris Cité, Service de Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d'Infectiologie Necker-Pasteur, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - E Farfour
- Laboratoire de Microbiologie, Hôpital Foch, Suresnes, France
| | - V Avettand-Fenoel
- Laboratoire de Virologie, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, Paris, France; Université Paris Cité, INSERM U1016, CNRS UMR8104, Institut Cochin, Paris, France
| | - C Rouzaud
- Université Paris Cité, Service de Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d'Infectiologie Necker-Pasteur, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - A Roux
- Service de Pneumologie, Hôpital Foch, Suresnes, France; Université Versailles Saint Quentin, UMR0892 INRAe-UVSQ, Faculté des Sciences de la Vie Simone Veil, Montigny le Bretonneux, France
| | - F Suarez
- Service d'Hématologie, Hôpital Necker-Enfants Malades, Université Paris Cité, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - H Salvator
- Service de Pneumologie, Hôpital Foch, Suresnes, France; Université Versailles Saint Quentin, UMR0892 INRAe-UVSQ, Faculté des Sciences de la Vie Simone Veil, Montigny le Bretonneux, France
| | - A Serris
- Université Paris Cité, Service de Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d'Infectiologie Necker-Pasteur, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - E Catherinot
- Service de Pneumologie, Hôpital Foch, Suresnes, France.
| | - O Lortholary
- Université Paris Cité, Service de Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d'Infectiologie Necker-Pasteur, Assistance Publique-Hôpitaux de Paris, Paris, France
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Grenier PA, Brun AL, Mellot F. [The contribution of artificial intelligence (AI) subsequent to the processing of thoracic imaging]. Rev Mal Respir 2024; 41:110-126. [PMID: 38129269 DOI: 10.1016/j.rmr.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 11/27/2023] [Indexed: 12/23/2023]
Abstract
The contribution of artificial intelligence (AI) to medical imaging is currently the object of widespread experimentation. The development of deep learning (DL) methods, particularly convolution neural networks (CNNs), has led to performance gains often superior to those achieved by conventional methods such as machine learning. Radiomics is an approach aimed at extracting quantitative data not accessible to the human eye from images expressing a disease. The data subsequently feed machine learning models and produce diagnostic or prognostic probabilities. As for the multiple applications of AI methods in thoracic imaging, they are undergoing evaluation. Chest radiography is a practically ideal field for the development of DL algorithms able to automatically interpret X-rays. Current algorithms can detect up to 14 different abnormalities present either in isolation or in combination. Chest CT is another area offering numerous AI applications. Various algorithms have been specifically formed and validated for the detection and characterization of pulmonary nodules and pulmonary embolism, as well as segmentation and quantitative analysis of the extent of diffuse lung diseases (emphysema, infectious pneumonias, interstitial lung disease). In addition, the analysis of medical images can be associated with clinical, biological, and functional data (multi-omics analysis), the objective being to construct predictive approaches regarding disease prognosis and response to treatment.
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Affiliation(s)
- P A Grenier
- Délégation à la recherche clinique et l'innovation, hôpital Foch, Suresnes, France.
| | - A L Brun
- Service de radiologie, hôpital Foch, Suresnes, France
| | - F Mellot
- Service de radiologie, hôpital Foch, Suresnes, France
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Glorion M, De Wolf J, Zuber B, Cassiano F, Preau S, Brun AL, Cohen J, Tachon G, Neuville M, Brugière O, Picard C, Beaumont-Azuar L, Fessler J, Jacqmin S, Pricopi C, Chapelier A, Cuquemelle E, Parquin F, Magnan A, Roux A, Le Guen M, Sage E, Cerf C. Lung transplantation for COVID-19-associated acute respiratory distress syndrome: The first French patient. Respir Med Res 2021; 80:100851. [PMID: 34433119 PMCID: PMC8349363 DOI: 10.1016/j.resmer.2021.100851] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 06/01/2021] [Accepted: 07/06/2021] [Indexed: 01/08/2023]
Affiliation(s)
- M Glorion
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France.
| | - J De Wolf
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - B Zuber
- Department of Intensive Care, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - F Cassiano
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - S Preau
- Department of Intensive Care, Salengro Hospital Lille CHU Avenue du Professeur Emile Laine, 59037 Lille, France
| | - A L Brun
- Department of radiology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - J Cohen
- Department of Pathology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - G Tachon
- Department of Intensive Care, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - M Neuville
- Department of Intensive Care, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - O Brugière
- Department of Pneumology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - C Picard
- Department of Pneumology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - L Beaumont-Azuar
- Department of Pneumology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - J Fessler
- Department of Anaesthesiology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - S Jacqmin
- Department of Anaesthesiology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - C Pricopi
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - A Chapelier
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - E Cuquemelle
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - F Parquin
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - A Magnan
- Department of Pneumology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - A Roux
- Department of Pathology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - M Le Guen
- Department of Anaesthesiology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - E Sage
- Department of Thoracic Surgery, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
| | - C Cerf
- Department of Anaesthesiology, Hôpital Foch, 92150 Suresnes, France and Université Versailles-Saint-Quentin-en-Yvelines, 78000 Versailles, France
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Abstract
Bronchiectasis are defined as an irreversible focal or diffuse dilatation of the bronchi and can be associated with significant morbidity. The prevalence is currently increasing, probably due to an increased use of thoracic computed tomography (CT). Indeed, the diagnosis relies on imaging and chest CT is the gold standard technique. The main diagnosis criterion is an increased bronchial diameter as compared to that of the companion artery. However, false positives are possible when the artery diameter is decreased, which is called pseudo-bronchiectasis. Other features such as the lack of bronchial tapering, and visibility of bronchi within 1cm of the pleural surface are also diagnostic criteria, and other CT features of bronchial disease are commonly seen. Thoracic imaging also allows severity assessment and long-term monitoring of structural abnormalities. The distribution pattern and the presence of associated findings on chest CT help identifying specific causes of bronchiectasis. Lung MRI and ultra-low dose CT and are promising imaging modalities that may play a role in the future. The objectives of this review are to describe imaging features for the diagnosis and severity assessment of bronchiectasis, to review findings suggesting the cause of bronchiectasis, and to present the new developments in bronchiectasis imaging.
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Affiliation(s)
- G Chassagnon
- Unité d'imagerie thoracique, groupe hospitalier Cochin-Broca-Hôtel-Dieu, AP-HP, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France.
| | - A-L Brun
- Unité d'imagerie thoracique, groupe hospitalier Cochin-Broca-Hôtel-Dieu, AP-HP, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France
| | - S Bennani
- Unité d'imagerie thoracique, groupe hospitalier Cochin-Broca-Hôtel-Dieu, AP-HP, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France
| | - N Chergui
- Unité d'imagerie thoracique, groupe hospitalier Cochin-Broca-Hôtel-Dieu, AP-HP, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France
| | - G Freche
- Unité d'imagerie thoracique, groupe hospitalier Cochin-Broca-Hôtel-Dieu, AP-HP, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France
| | - M-P Revel
- Unité d'imagerie thoracique, groupe hospitalier Cochin-Broca-Hôtel-Dieu, AP-HP, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France
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Godet C, Couturaud F, Ragot S, Laurent F, Brun AL, Bergeron A, Cadranel J. [Allergic bronchopulmonary aspergillosis: Evaluation of a maintenance therapy with nebulized Ambisome ®]. Rev Mal Respir 2017; 34:581-587. [PMID: 28552257 DOI: 10.1016/j.rmr.2017.04.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 01/25/2017] [Indexed: 11/26/2022]
Abstract
BACKGROUND Allergic bronchopulmonary aspergillosis (ABPA) affects 3-13% of patients with asthma. Its natural history includes possibly life-threatening exacerbations and evolution towards fixed obstructive ventilatory disorders or even irreversible lung fibrosis lesions. ABPA prognosis is directly associated with exacerbation control and the main objective of the treatment is to decrease their frequency and duration. Recommendations regarding dosage and duration of treatment are not very precise. The currently used combination of itraconazole and corticosteroid therapy has many limitations. The interests of a therapeutic strategy using nebulized liposomal amphotericin B (LAmB) are to heighten antifungal lung tissue concentration, to circumvent drug interactions and decrease the potential toxicity of systemic antifungal treatments. Finally, this association leads to improved eradication of Aspergillus, thereby limiting the risk of side effects and the emergence of treatment-resistant Aspergillus strains. METHODS This is a phase II, multicentre, randomized, single blind, controlled therapeutic study, with the objective of comparing the potential benefit on exacerbation control of a maintenance therapy by LAmB nebulization. The main objective of the study is to compare the incidence of severe clinical exacerbations in ABPA treatment, between a maintenance treatment strategy with nebulized LAmB and a conventional strategy without antifungal maintenance therapy. EXPECTED RESULTS The results will guide practitioners in the management of ABPA treatments and help to define the place of aerosols of LAmB on "evidence base medicine" criteria.
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Affiliation(s)
- C Godet
- Service de maladies infectieuses et de médecine interne, CHU de Poitiers, 2, rue de la Miletrie, 86021 Poitiers cedex, France.
| | - F Couturaud
- Département de médecine interne et pneumologie, EA3878, CIC1412, CHU de Brest, 29200Brest, France
| | - S Ragot
- Inserm CIC 1402, UFR médecine pharmacie, université de Poitiers, centre d'investigation clinique, CHU de Poitiers, 86021Poitiers, France
| | - F Laurent
- Université de Bordeaux, centre de recherche cardio-thoracique de Bordeaux, Inserm U1045, CHU de Bordeaux, service d'imagerie diagnostique et thérapeutique, groupe hospitalier Sud, 33000 Bordeaux, France
| | - A L Brun
- Imaging department, Whittington hospital, N19 5NFLondon, Royaume-Uni
| | - A Bergeron
- Service de pneumologie, hôpital Saint-Louis, AP-HP, 75010Paris, France
| | - J Cadranel
- Service de pneumologie, hôpital Tenon, AP-HP, 75970Paris, France
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Mamez AC, Souchet L, Roos-Weil D, Uzunov M, Brun AL, Algrin C, Leblond V, Nguyen S. Graft-versus-T-cell lymphoma effect: a sustained CR after tapering immunosuppressive drugs in a patient with angioimmunoblastic T-cell lymphoma in relapse after allogeneic transplantation. Bone Marrow Transplant 2014; 50:304-6. [PMID: 25365069 DOI: 10.1038/bmt.2014.243] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- A C Mamez
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - L Souchet
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - D Roos-Weil
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - M Uzunov
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - A L Brun
- Service de Radiologie, Hôpital Pitié Salpêtrière, Paris, France
| | - C Algrin
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - V Leblond
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - S Nguyen
- Service d'Hématologie, Hôpital Pitié Salpêtrière, Paris, France
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Abstract
Blunt chest trauma typically occurs as part of polytrauma, usually secondary to motor vehicle accidents, sports related injuries or defenestration in Western Europe. Each chest compartment may be responsible for immediate and/or delayed complications, thus requiring a dedicated systematic and comprehensive analysis. The use of image post-processing is mandatory in order to not overlook a potentially severe injury. The purpose of this paper is to review the technical considerations of multidetector CT, and the imaging features and interpretation method for each chest compartment, in order to generate an adapted report.
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Affiliation(s)
- C Beigelman-Aubry
- Hôpital de la Pitié-Salpêtrière, 47-83 boulevard de l'Hôpital, 75013 Paris, Université Pierre et Marie Curie, Paris V, France.
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Abstract
We report a case of a rhinocerebral mucormycosis with extensive cavernous sinus thrombophlebitis and internal carotid artery thrombosis. This case illustrates the usual clinical and imaging features of the disease, which is a potentially devastating infection in immunocompromised patients.
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Affiliation(s)
- A L Brun
- Service de Neuroradiologie diagnostique et interventionnelle, Hôpital Lariboisière, Paris
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Calmels V, Vignaux O, Brun AL, Legmann P. Cholangiographic magnetic resonance findings in post-radiation therapy extrahepatic biliary stricture. Eur Radiol 2003; 13 Suppl 4:L247-8. [PMID: 15018199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
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Calmels V, Vignaux O, Brun AL, Legmann P. Cholangiographic magnetic resonance findings in post-radiation therapy extrahepatic biliary stricture. Eur Radiol 2003; 13 Suppl 6:L247-8. [PMID: 16440228 DOI: 10.1007/s00330-003-1834-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2002] [Accepted: 01/03/2003] [Indexed: 10/26/2022]
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