1
|
Zhao H, Long L, Liu Y, Yan Y, Wang X, Zhao H, Li L. Multimodal diaphragmatic ultrasound indicators in healthy adults: reliability and consistency observation by ultrasound physician and critical care physician. Front Med (Lausanne) 2025; 12:1542979. [PMID: 40231079 PMCID: PMC11994715 DOI: 10.3389/fmed.2025.1542979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 03/20/2025] [Indexed: 04/16/2025] Open
Abstract
Background This study aimed to establish normal reference values for multimodal diaphragmatic ultrasound indices in healthy adult volunteers and evaluate intra-and inter-observer consistency between ultrasound physicians and critical care physicians. Methods An ultrasound physician (US physician) used techniques such as B-mode, M-mode, Tissue Doppler Imaging (TDI), and shear wave elastography (SWE) to measure diaphragmatic parameters in 46 healthy adults during quiet and deep breathing. A critical care physician (CC physician) trained in diaphragmatic ultrasound repeated these measurements. Consistency was analyzed in intra-researcher and inter-researchers of various diaphragmatic ultrasound indicators. Results Diaphragm thickness at the end of expiration, end of inspiration, and end of deep inspiration (DT-ee, DT-ei, and DT-edi) in both B-mode and M-mode method of males were higher than that of females, Diaphragm shear modulus-edi of males is higher than that of females (P<0.05). Between different diaphragmatic ultrasound indicators, the study showed a moderate consistency of peak contraction velocity (PCV) and peak relaxation velocity (PRV) in intra-researcher of CC physician and inter-researchers between US physician and CC physician, (ICC = 0.678 and 0.704, P < 0.001). For other multiple diaphragm ultrasound indicators, our study showed an excellent consistency in both intra-researcher and inter-researchers (ICC = 0.824-0.994, P < 0.001). For DT measurement by B-mode and M-mode, it showed an excellent consistency in both intra-researcher, intra-researcher of US physician, intra-researcher of CC physician and total cases (ICC = 0.919-0.960, P < 0.001). Correlation analysis showed a moderate positive correlation between diaphragm displacement during quiet breathing (DD-qb) and pleural sliding displacement (PSD) in US physician (r = 0.568), CC physician (r = 0.470), and total cases (r = 0.511), with significant differences (P < 0.05). Conclusion Ultrasound-based assessment of diaphragmatic function is a reliable method. This study provides normal reference values and highlights the high observer reproducibility among experienced ultrasound and critical care physicians.
Collapse
Affiliation(s)
- Haotian Zhao
- Department of Ultrasound, Hebei General Hospital, Shijiazhuang, China
| | - Ling Long
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, China
| | - Yi Liu
- Department of Ultrasound, Hebei General Hospital, Shijiazhuang, China
| | - Yaru Yan
- Department of Ultrasound, Shijiazhuang People’ Hospital, Shijiazhuang, China
| | - Xiaona Wang
- Department of Ultrasound, Hebei General Hospital, Shijiazhuang, China
| | - Heling Zhao
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, China
| | - Li Li
- Department of Ultrasound, Hebei General Hospital, Shijiazhuang, China
| |
Collapse
|
2
|
Dres M, Doorduin J, Boussouar S, Bachasson D. Advancements in imaging techniques for monitoring the respiratory muscles. Crit Care 2025; 29:110. [PMID: 40075482 PMCID: PMC11905469 DOI: 10.1186/s13054-025-05339-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Accepted: 02/25/2025] [Indexed: 03/14/2025] Open
Abstract
This review highlights the latest advancements in imaging techniques for monitoring respiratory muscles in critically ill patients. At the bedside, conventional ultrasound has been widely adopted to measure diaphragm thickness, thickening and excursion. It has also been used to assess extradiaphragmatic respiratory muscles, including parasternal intercostal and abdominal muscles. Advanced ultrasound-derived techniques have expanded its applications, enabling the evaluation of tissue velocity (tissue Doppler imaging), stiffness (shear wave elastography), and local tissue displacement (speckle tracking). Facility-based imaging modalities such as magnetic resonance imaging and chest tomography provide complementary insights into respiratory muscles structure and function, offering valuable information for evaluating the effects of therapeutic interventions. Finally, imaging techniques have emerged as valuable tools for evaluating the metabolic demands of respiratory muscles, with advanced methods such as positron emission tomography and contrast-enhanced ultrasound showing significant potential.
Collapse
Affiliation(s)
- Martin Dres
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, 75005, Paris, France.
- Département R3S (Respiration, Réanimation, Réadaptation Respiratoire, Sommeil), Service de Médecine Intensive-Réanimation (Département "R3S"), AP-HP, Groupe Hospitalier Universitaire APHP-Sorbonne Université, Hôpital Pitié-Salpêtrière, 47-83 boulevard de l'Hôpital, 75013, Paris, France.
| | - Jonne Doorduin
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Samia Boussouar
- Sorbonne Université, Assistance Publique-Hôpitaux de Paris, Unité d'Imagerie Cardiovasculaire et Thoracique (ICT), Institut de Cardiologie, Hôpital Pitié-Salpêtrière, 75013, Paris, France
- Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Université Paris-Saclay, Service Hospitalier Frederic Joliot, Orsay, France
| | - Damien Bachasson
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, 75005, Paris, France
- Département R3S (Respiration, Réanimation, Réadaptation Respiratoire, Sommeil), Service de Médecine Intensive-Réanimation (Département "R3S"), AP-HP, Groupe Hospitalier Universitaire APHP-Sorbonne Université, Hôpital Pitié-Salpêtrière, 47-83 boulevard de l'Hôpital, 75013, Paris, France
| |
Collapse
|
3
|
Gong S, Lian H, Ding X, Wang X. High Respiratory and Cardiac Drive Exacerbate Secondary Lung Injury in Patients With Critical Illness. J Intensive Care Med 2025; 40:231-238. [PMID: 38173252 DOI: 10.1177/08850666231222220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
The high respiratory and cardiac drive is essential to the host-organ unregulated response. When a primary disease and an unregulated secondary response are uncontrolled, the patient may present in a high respiratory and cardiac drive state. High respiratory drive can cause damage to the lungs, pulmonary circulation, and diaphragm, while high cardiac drive can lead to fluid leakage and infiltration as well as pulmonary interstitial edema. A "respiratory and cardiac dual high drive" state may be a sign of an unregulated response and can lead to secondary lung injury through the increase of transvascular pressure and pulmonary microcirculation injury. Ultrasound examination of the lung, heart, and diaphragm is important when evaluating the phenotype of high respiratory drive in critically ill patients. Ultrasound assessment can guide sedation, analgesia, and antistress treatment and reduce the risk of high respiratory and cardiac drive-induced lung injury in these patients.
Collapse
Affiliation(s)
- Shiyi Gong
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Hui Lian
- Department of Health Care, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Xin Ding
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaoting Wang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| |
Collapse
|
4
|
Delplancke C, Charpentier E, Grolleau F, Hernigou A, Nougué H, Le Pimpec-Barthes F, Cholley B, Daniel M. Comparison of ultrasound and dynamic MRI for the measurement of diaphragmatic excursion: A prospective single-center study. PLoS One 2025; 20:e0318717. [PMID: 39982928 PMCID: PMC12005672 DOI: 10.1371/journal.pone.0318717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 01/21/2025] [Indexed: 02/23/2025] Open
Abstract
OBJECTIVES Ultrasound (US) measurements of diaphragmatic excursion (DE) are widely used to provide a non-invasive assessment of the diaphragmatic function at the bedside, especially in intensive care. However, this measurement has never been validated against a less operator-dependent technique such as MRI. Dynamic MRI is the only imaging modality that creates a four-dimensional reconstruction of the diaphragm. The primary objective of this study was to assess the agreement between DE obtained using dynamic MRI with those obtained using ultrasound. The secondary objectives were to define DE thresholds for the diagnosis of DD using MRI and to compare the performance of US and MRI to diagnose DD. METHODS Prospective single-center study in which consecutive outpatients referred for a dynamic thoracic MRI were included. This study was conducted at a university hospital in Paris, where there was daily access to ultrasound (US) and extensive expertise in diaphragmatic MRI The DE of each hemi-diaphragm was measured sequentially using ultrasound and MRI in random order, during spontaneous breathing (SB) and forced inspiration (FI) by independent observers blinded to each other. We analyzed the agreement between DE obtained using US and MRI for each hemi-diaphragm. RESULTS We enrolled forty-five patients, aged 58 ± 36 years, of which twenty-eight (68%) had a confirmed DD. During SB, the mean bias for DE measurement was -3.8 mm, 95% CI [-7.1; -0.6] for the left hemi-diaphragm, and 1.0 mm, 95% CI [-3.5; 5.5] for the right hemi-diaphragm. Limits of agreement (millimeters) were [-25; 17] on the left side, and [-28; 30] on the right side. MRI threshold values for DE defining dysfunction were 11 mm for quiet SB, and 38 mm for FI. These thresholds had a sensitivity of 77.7% and a specificity of 77.4% during SB, with an AUC of 0.86. CONCLUSION US and MRI provide different values for DE, probably because the measurements were not obtained exactly at the same localization. Nevertheless, diagnostic performances of MRI and US to recognize DD appeared comparable.
Collapse
Affiliation(s)
- Clara Delplancke
- Department of Anesthesiology and Intensive Care Medicine, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université Paris Cité, INSERM, IThEM, Paris, France
| | - Etienne Charpentier
- Department of Radiology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
| | - François Grolleau
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), and Centre d’Epidémiologie Clinique, Hôpital Hôtel Dieu, AP-HP, Paris, France
| | - Anne Hernigou
- Department of Radiology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
| | - Hélène Nougué
- Department of Anesthesiology and Intensive Care Medicine, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université Paris Cité, INSERM, IThEM, Paris, France
| | | | - Bernard Cholley
- Department of Anesthesiology and Intensive Care Medicine, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université Paris Cité, INSERM, IThEM, Paris, France
| | - Matthieu Daniel
- Department of Anesthesiology and Intensive Care Medicine, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
- Université Paris Cité, INSERM, IThEM, Paris, France
| |
Collapse
|
5
|
Mu H, Zhang Q. The Application of Diaphragm Ultrasound in Chronic Obstructive Pulmonary Disease: A Narrative Review. COPD 2024; 21:2331202. [PMID: 38634575 DOI: 10.1080/15412555.2024.2331202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 03/11/2024] [Indexed: 04/19/2024]
Abstract
Chronic Obstructive Pulmonary Disease (COPD) is a prevalent condition that poses a significant burden on individuals and society due to its high morbidity and mortality rates. The diaphragm is the main respiratory muscle, its function has a direct impact on the quality of life and prognosis of COPD patients. This article aims to review the structural measurement and functional evaluation methods through the use of diaphragmatic ultrasound and relevant research on its application in clinical practice for COPD patients. Thus, it serves to provide valuable insights for clinical monitoring of diaphragm function in COPD patients, facilitating early clinical intervention and aiding in the recovery of diaphragm function.
Collapse
Affiliation(s)
- Heng Mu
- Department of Ultrasound, Second Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
- State Key Laboratory of Ultrasound in Medicine and Engineering of Chongqing Medical University, Chongqing, PR China
| | - Qunxia Zhang
- Department of Ultrasound, Second Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
- State Key Laboratory of Ultrasound in Medicine and Engineering of Chongqing Medical University, Chongqing, PR China
| |
Collapse
|
6
|
Neto Silva I, Kharat A, Marzano F, Marchi E, Duarte JA, Bendjelid K. Unsuccessful Weaning From Mechanical Ventilation in a Patient With An Immune-Mediated Necrotizing Myopathy: A Case Report That Demonstrates the Usefulness of Shear-Wave Elastography. Chest 2024; 165:e177-e185. [PMID: 38852975 PMCID: PMC11177100 DOI: 10.1016/j.chest.2024.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/23/2023] [Accepted: 01/02/2024] [Indexed: 06/11/2024] Open
Affiliation(s)
- Ivo Neto Silva
- Department of Acute Medicine, Intensive Care Division, Geneva University Hospitals, Geneva, Switzerland; Care Directorate, Geneva University Hospitals, Geneva, Switzerland; Geneva Hemodynamic Research Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Centre of Physical Activity, Health and Leisure (CIAFEL), Faculty of Sport, University of Porto, Porto, Portugal.
| | - Aileen Kharat
- Medicine Department, Division of Respiratory Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Florian Marzano
- Department of Acute Medicine, Intensive Care Division, Geneva University Hospitals, Geneva, Switzerland
| | - Elisa Marchi
- Department of Acute Medicine, Intensive Care Division, Geneva University Hospitals, Geneva, Switzerland
| | - José Alberto Duarte
- Centre of Physical Activity, Health and Leisure (CIAFEL), Faculty of Sport, University of Porto, Porto, Portugal; TOXRUN-Toxicology Research Unit, University Institute of Health Sciences-CESPU, Gandra, Portugal
| | - Karim Bendjelid
- Department of Acute Medicine, Intensive Care Division, Geneva University Hospitals, Geneva, Switzerland; Geneva Hemodynamic Research Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| |
Collapse
|
7
|
Siniscalchi C, Nouvenne A, Cerundolo N, Meschi T, Ticinesi A. Diaphragm Ultrasound in Different Clinical Scenarios: A Review with a Focus on Older Patients. Geriatrics (Basel) 2024; 9:70. [PMID: 38920426 PMCID: PMC11202496 DOI: 10.3390/geriatrics9030070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/08/2024] [Accepted: 05/28/2024] [Indexed: 06/27/2024] Open
Abstract
Diaphragm muscle dysfunction is increasingly recognized as a fundamental marker of several age-related diseases and conditions including chronic obstructive pulmonary disease, heart failure and critical illness with respiratory failure. In older individuals with physical frailty and sarcopenia, the loss of muscle mass and function may also involve the diaphragm, contributing to respiratory dysfunction. Ultrasound has recently emerged as a feasible and reliable strategy to visualize diaphragm structure and function. In particular, it can help to predict the timing of extubation in patients undergoing mechanical ventilation in intensive care units (ICUs). Ultrasonographic evaluation of diaphragmatic function is relatively cheap, safe and quick and can provide useful information for real-time monitoring of respiratory function. In this review, we aim to present the current state of scientific evidence on the usefulness of ultrasound in the assessment of diaphragm dysfunction in different clinical settings, with a particular focus on older patients. We highlight the importance of the qualitative information gathered by ultrasound to assess the integrity, excursion, thickness and thickening of the diaphragm. The implementation of bedside diaphragm ultrasound could be useful for improving the quality and appropriateness of care, especially in older subjects with sarcopenia who experience acute respiratory failure, not only in the ICU setting.
Collapse
Affiliation(s)
- Carmine Siniscalchi
- Department of Continuity of Care and Multicomplexity, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy; (C.S.); (A.N.); (N.C.); (T.M.)
| | - Antonio Nouvenne
- Department of Continuity of Care and Multicomplexity, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy; (C.S.); (A.N.); (N.C.); (T.M.)
- Department of Medicine and Surgery, University of Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
| | - Nicoletta Cerundolo
- Department of Continuity of Care and Multicomplexity, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy; (C.S.); (A.N.); (N.C.); (T.M.)
| | - Tiziana Meschi
- Department of Continuity of Care and Multicomplexity, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy; (C.S.); (A.N.); (N.C.); (T.M.)
- Department of Medicine and Surgery, University of Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
| | - Andrea Ticinesi
- Department of Continuity of Care and Multicomplexity, Azienda Ospedaliero-Universitaria di Parma, Via Antonio Gramsci 14, 43126 Parma, Italy; (C.S.); (A.N.); (N.C.); (T.M.)
- Department of Medicine and Surgery, University of Parma, Via Antonio Gramsci 14, 43126 Parma, Italy
| | | |
Collapse
|
8
|
Le Stang V, Latronico N, Dres M, Bertoni M. Critical illness-associated limb and diaphragmatic weakness. Curr Opin Crit Care 2024; 30:121-130. [PMID: 38441088 PMCID: PMC10919276 DOI: 10.1097/mcc.0000000000001135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
PURPOSE OF REVIEW In the current review, we aim to highlight the evolving evidence on the diagnosis, prevention and treatment of critical illness weakness (CIW) and critical illness associated diaphragmatic weakness (CIDW). RECENT FINDINGS In the ICU, several risk factors can lead to CIW and CIDW. Recent evidence suggests that they have different pathophysiological mechanisms and impact on outcomes, although they share common risk factors and may overlap in several patients. Their diagnosis is challenging, because CIW diagnosis is primarily clinical and, therefore, difficult to obtain in the ICU population, and CIDW diagnosis is complex and not easily performed at the bedside. All of these issues lead to underdiagnosis of CIW and CIDW, which significantly increases the risk of complications and the impact on both short and long term outcomes. Moreover, recent studies have explored promising diagnostic techniques that are may be easily implemented in daily clinical practice. In addition, this review summarizes the latest research aimed at improving how to prevent and treat CIW and CIDW. SUMMARY This review aims to clarify some uncertain aspects and provide helpful information on developing monitoring techniques and therapeutic interventions for managing CIW and CIDW.
Collapse
Affiliation(s)
- Valentine Le Stang
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie respiratoire expérimentale et clinique
- AP-HP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Service de Médecine Intensive –Réanimation (Département ‘R3S’), Paris, France
| | - Nicola Latronico
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia
- Department of Emergency, ASST Spedali Civili University Hospital, Piazzale Ospedali Civili, 1, 25123 Brescia, Italy
- ‘Alessandra BONO’ Interdepartmental University Research Center on LOng Term Outcome (LOTO) in Critical Illness Survivors, University of Brescia, Brescia, Italy
| | - Martin Dres
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie respiratoire expérimentale et clinique
- AP-HP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Service de Médecine Intensive –Réanimation (Département ‘R3S’), Paris, France
| | - Michele Bertoni
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia
- Department of Emergency, ASST Spedali Civili University Hospital, Piazzale Ospedali Civili, 1, 25123 Brescia, Italy
| |
Collapse
|
9
|
Al-Husinat L, Jouryyeh B, Rawashdeh A, Robba C, Silva PL, Rocco PRM, Battaglini D. The Role of Ultrasonography in the Process of Weaning from Mechanical Ventilation in Critically Ill Patients. Diagnostics (Basel) 2024; 14:398. [PMID: 38396437 PMCID: PMC10888003 DOI: 10.3390/diagnostics14040398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 01/22/2024] [Accepted: 02/10/2024] [Indexed: 02/25/2024] Open
Abstract
Weaning patients from mechanical ventilation (MV) is a complex process that may result in either success or failure. The use of ultrasound at the bedside to assess organs may help to identify the underlying mechanisms that could lead to weaning failure and enable proactive measures to minimize extubation failure. Moreover, ultrasound could be used to accurately identify pulmonary diseases, which may be responsive to respiratory physiotherapy, as well as monitor the effectiveness of physiotherapists' interventions. This article provides a comprehensive review of the role of ultrasonography during the weaning process in critically ill patients.
Collapse
Affiliation(s)
- Lou’i Al-Husinat
- Department of Clinical Medical Sciences, Faculty of Medicine, Yarmouk University, Irbid 21163, Jordan;
| | - Basil Jouryyeh
- Faculty of Medicine, Yarmouk University, Irbid 21163, Jordan; (B.J.); (A.R.)
| | - Ahlam Rawashdeh
- Faculty of Medicine, Yarmouk University, Irbid 21163, Jordan; (B.J.); (A.R.)
| | - Chiara Robba
- Anesthesia and Intensive Care, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
- Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genova, 16132 Genova, Italy
| | - Pedro Leme Silva
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Biophysics Institute, Federal University of Rio de Janeiro, Rio de Janeiro 21941, Brazil; (P.L.S.); (P.R.M.R.)
| | - Patricia Rieken Macedo Rocco
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Biophysics Institute, Federal University of Rio de Janeiro, Rio de Janeiro 21941, Brazil; (P.L.S.); (P.R.M.R.)
| | - Denise Battaglini
- Anesthesia and Intensive Care, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
| |
Collapse
|
10
|
Li C, Liu Y, Dong R, Zhang T, Song Y, Zhang Q. Deep learning radiomics on shear wave elastography and b-mode ultrasound videos of diaphragm for weaning outcome prediction. Med Eng Phys 2024; 123:104090. [PMID: 38365343 DOI: 10.1016/j.medengphy.2023.104090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/17/2023] [Accepted: 12/16/2023] [Indexed: 02/18/2024]
Abstract
PURPOSE We proposed an automatic method based on deep learning radiomics (DLR) on shear wave elastography (SWE) and B-mode ultrasound videos of diaphragm for two classification tasks, one for differentiation between the control and patient groups, and the other for weaning outcome prediction. MATERIALS AND METHODS We included a total of 581 SWE and B-mode ultrasound videos, of which 466 were from the control group of 179 normal subjects, and 115 were from the patient group of 35 mechanically ventilated subjects in the intensive care unit (ICU). Among the patient group, 17 subjects successfully weaned and 18 failed. The deep neural network of U-Net was utilized to automatically segment diaphragm regions in dual-modal videos of SWE and B-mode. High-throughput radiomics features were then extracted, the statistical test and least absolute shrinkage and selection operator (LASSO) were applied for feature dimension reduction. The optimal classification models for the two tasks were established using the support vector machine (SVM). RESULTS The automatic segmentation model achieved Dice score of 87.89 %. A total of 4524 radiomics features were extracted, 10 and 20 important features were left after feature dimension reduction for constructing the two classification models. The best areas under receiver operating characteristic curves of the two models reached 84.01 % and 94.37 %, respectively. CONCLUSIONS Our proposed DLR methods are innovative for automatic segmentation of diaphragm regions in SWE and B-mode videos and deep mining of high-throughput radiomics features from dual-modal images. The approaches have been proved to be effective for prediction of weaning outcomes.
Collapse
Affiliation(s)
- Changchun Li
- The SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China; School of Communication and Information Engineering, Shanghai University, Shanghai, China
| | - Yan Liu
- Department of Ultrasonography, Zhoupu Hospital Affiliated to Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Rui Dong
- Department of Ultrasonography, Zhoupu Hospital Affiliated to Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Tianjie Zhang
- Department of Ultrasonography, Zhoupu Hospital Affiliated to Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Ye Song
- Department of Ultrasonography, Zhoupu Hospital Affiliated to Shanghai University of Medicine & Health Sciences, Shanghai, China.
| | - Qi Zhang
- The SMART (Smart Medicine and AI-based Radiology Technology) Lab, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China; School of Communication and Information Engineering, Shanghai University, Shanghai, China.
| |
Collapse
|
11
|
Lee J, Myrie NO, Jeong GJ, Han WM, Jang YC, García AJ, Emelianov S. In vivo shear wave elasticity imaging for assessment of diaphragm function in muscular dystrophy. Acta Biomater 2023; 168:277-285. [PMID: 37453552 PMCID: PMC10540053 DOI: 10.1016/j.actbio.2023.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 06/28/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023]
Abstract
Duchenne muscular dystrophy (DMD) causes patients to suffer from ambulatory disability and cardiorespiratory failure, the latter of which leads to premature death. Due to its role in respiration, the diaphragm is an important muscle for study. A common method for evaluating diaphragm function is ex vivo force testing, which only allows for an end point measurement. In contrast, ultrasound shear wave elastography imaging (US-SWEI) can assess diaphragm function over time; however, US-SWEI studies in dystrophic patients to date have focused on the limbs without preclinical studies. In this work, we used US-SWEI to estimate the shear wave speed (SWS) in diaphragm muscles of healthy (WT) mice, mdx mice, and mdx mice haploinsufficient for utrophin (mdx-utr) at 6 and 12 months of age. Diaphragms were then subjected to ex vivo force testing and histological analysis at 12 months of age. Between 6 and 12 months, a 23.8% increase in SWS was observed in WT mice and a 27.8% increase in mdx mice, although no significant difference was found in mdx-utr mice. Specific force generated by mdx-utr diaphragms was lower than that of WT diaphragms following twitch stimulus. A strong correlation between SWS and collagen deposition was observed, as well as between SWS and muscle fiber size. Together, these data demonstrate the ability of US-SWEI to evaluate dystrophic diaphragm functionality over time and predict the biochemical and morphological make-up of the diaphragm. Additionally, our results highlight the advantage of US-SWEI over ex vivo testing by obtaining longitudinal measurements in the same subject. STATEMENT OF SIGNIFICANCE: In DMD patients, muscles experience cycles of regeneration and degeneration that contribute to chronic inflammation and muscle weakness. This pathology only worsens with time and leads to muscle wasting, including in respiratory and cardiac muscles. Because respiratory failure is a major contributor to premature death in DMD patients, the diaphragm muscle is an important muscle to evaluate and treat over time. Currently, diaphragm function is assessed using ex vivo force testing, a technique that only allows measurement at sacrifice. In contrast, ultrasonography, particularly shear wave elasticity imaging (USSWEI), is a promising tool for longitudinal assessment; however, most US-SWEI in DMD patients aimed for limb muscles only with the absence of preclinical studies. This work broadens the applications of US-SWE imaging by demonstrating its ability to track properties and function of dystrophic diaphragm muscles longitudinally in multiple dystrophic mouse models.
Collapse
Affiliation(s)
- Jeehyun Lee
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Nia O Myrie
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
| | - Gun-Jae Jeong
- Institute of Cell and Tissue Engineering, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Woojin M Han
- Department of Orthopedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Young C Jang
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA; Department of Orthopedics, Emory Musculoskeletal Institute, Emory School of Medicine, Atlanta, GA 30329, USA.
| | - Andrés J García
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
| | - Stanislav Emelianov
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA.
| |
Collapse
|
12
|
Bureau C, Van Hollebeke M, Dres M. Managing respiratory muscle weakness during weaning from invasive ventilation. Eur Respir Rev 2023; 32:220205. [PMID: 37019456 PMCID: PMC10074167 DOI: 10.1183/16000617.0205-2022] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 11/08/2022] [Indexed: 04/07/2023] Open
Abstract
Weaning is a critical stage of an intensive care unit (ICU) stay, in which the respiratory muscles play a major role. Weakness of the respiratory muscles, which is associated with significant morbidity in the ICU, is not limited to atrophy and subsequent dysfunction of the diaphragm; the extradiaphragmatic inspiratory and expiratory muscles also play important parts. In addition to the well-established deleterious effect of mechanical ventilation on the respiratory muscles, other risk factors such as sepsis may be involved. Weakness of the respiratory muscles can be suspected visually in a patient with paradoxical movement of the abdominal compartment. Measurement of maximal inspiratory pressure is the simplest way to assess respiratory muscle function, but it does not specifically take the diaphragm into account. A cut-off value of -30 cmH2O could identify patients at risk for prolonged ventilatory weaning; however, ultrasound may be better for assessing respiratory muscle function in the ICU. Although diaphragm dysfunction has been associated with weaning failure, this diagnosis should not discourage clinicians from performing spontaneous breathing trials and considering extubation. Recent therapeutic developments aimed at preserving or restoring respiratory muscle function are promising.
Collapse
Affiliation(s)
- Côme Bureau
- Sorbonne Université, INSERM, UMR_S1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- AP-HP Sorbonne Université, Hôpital Pitié-Salpêtrière, Service de Médecine Intensive et Réanimation, Département R3S, Paris, France
| | - Marine Van Hollebeke
- KU Leuven - University of Leuven, Department of Rehabilitation Sciences, Leuven, Belgium
- Department of Intensive Care Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Martin Dres
- Sorbonne Université, INSERM, UMR_S1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- AP-HP Sorbonne Université, Hôpital Pitié-Salpêtrière, Service de Médecine Intensive et Réanimation, Département R3S, Paris, France
| |
Collapse
|
13
|
Etienne H, Morris IS, Hermans G, Heunks L, Goligher EC, Jaber S, Morelot-Panzini C, Assouad J, Gonzalez-Bermejo J, Papazian L, Similowski T, Demoule A, Dres M. Diaphragm Neurostimulation Assisted Ventilation in Critically Ill Patients. Am J Respir Crit Care Med 2023; 207:1275-1282. [PMID: 36917765 PMCID: PMC10595441 DOI: 10.1164/rccm.202212-2252cp] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 03/14/2023] [Indexed: 03/15/2023] Open
Abstract
Diaphragm neurostimulation consists of placing electrodes directly on or in proximity to the phrenic nerve(s) to elicit diaphragmatic contractions. Since its initial description in the 18th century, indications have shifted from cardiopulmonary resuscitation to long-term ventilatory support. Recently, the technical development of devices for temporary diaphragm neurostimulation has opened up the possibility of a new era for the management of mechanically ventilated patients. Combining positive pressure ventilation with diaphragm neurostimulation offers a potentially promising new approach to the delivery of mechanical ventilation which may benefit multiple organ systems. Maintaining diaphragm contractions during ventilation may attenuate diaphragm atrophy and accelerate weaning from mechanical ventilation. Preventing atelectasis and preserving lung volume can reduce lung stress and strain and improve homogeneity of ventilation, potentially mitigating ventilator-induced lung injury. Furthermore, restoring the thoracoabdominal pressure gradient generated by diaphragm contractions may attenuate the drop in cardiac output induced by positive pressure ventilation. Experimental evidence suggests diaphragm neurostimulation may prevent neuroinflammation associated with mechanical ventilation. This review describes the historical development and evolving approaches to diaphragm neurostimulation during mechanical ventilation and surveys the potential mechanisms of benefit. The review proposes a research agenda and offers perspectives for the future of diaphragm neurostimulation assisted mechanical ventilation for critically ill patients.
Collapse
Affiliation(s)
- Harry Etienne
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Department of Thoracic Surgery, Tenon University Hospital, Paris, France
| | - Idunn S. Morris
- Interdepartmental Division of Critical Care Medicine and
- Department of Physiology, University of Toronto, Toronto, Ontario, Canada
- Division of Respirology, Department of Medicine, University Health Network, Toronto, Ontario, Canada
- Department of Intensive Care Medicine, Nepean Hospital, Kingswood, New South Wales, Australia
| | - Greet Hermans
- Medical Intensive Care Unit, Department of General Internal Medicine, University Hospital Leuven, Leuven, Belgium
- Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Leo Heunks
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Ewan C. Goligher
- Interdepartmental Division of Critical Care Medicine and
- Department of Physiology, University of Toronto, Toronto, Ontario, Canada
- Division of Respirology, Department of Medicine, University Health Network, Toronto, Ontario, Canada
- Toronto General Hospital Research Institute, Toronto, Ontario, Canada
| | - Samir Jaber
- Intensive Care and Anesthesiology Department, Saint Eloi Hospital, Montpellier, France
| | - Capucine Morelot-Panzini
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Service de Pneumologie
| | - Jalal Assouad
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Department of Thoracic Surgery, Tenon University Hospital, Paris, France
| | - Jésus Gonzalez-Bermejo
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Service de Soins de Suite Réadaptation
| | - Laurent Papazian
- Service de Médecine Intensive Reanimation, Centre Hospitalier de Bastia, Bastia, France
| | - Thomas Similowski
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Département R3S, and
| | - Alexandre Demoule
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Service de Médecine Intensive – Réanimation, Hopital Pitie Salpetriere, APHP, Sorbonne Universite, Paris, France; and
| | - Martin Dres
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Service de Médecine Intensive – Réanimation, Hopital Pitie Salpetriere, APHP, Sorbonne Universite, Paris, France; and
| |
Collapse
|
14
|
Pałac M, Linek P. Intra-Rater Reliability of Shear Wave Elastography for the Quantification of Respiratory Muscles in Adolescent Athletes. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22176622. [PMID: 36081075 PMCID: PMC9460867 DOI: 10.3390/s22176622] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 08/25/2022] [Accepted: 08/29/2022] [Indexed: 05/09/2023]
Abstract
The aim of this study was to assess the intra-rater reliability and agreement of diaphragm and intercostal muscle elasticity and thickness during tidal breathing. The diaphragm and intercostal muscle parameters were measured using shear wave elastography in adolescent athletes. To calculate intra-rater reliability, intraclass correlation coefficient (ICC) and Bland-Altman statistics were used. The reliability/agreement for one-day both muscle measurements (regardless of probe orientation) were at least moderate. During the seven-day interval between measurements, the reliability of a single measurement depended on the measured parameter, transducer orientation, respiratory phase, and muscle. Excellent reliability was found for diaphragm shear modulus at the peak of tidal expiration in transverse probe position (ICC3.1 = 0.91-0.96; ICC3.2 = 0.95), and from poor to excellent reliability for the intercostal muscle thickness at the peak of tidal inspiration with the longitudinal probe position (ICC3.1 = 0.26-0.95; ICC3.2 = 0.15). The overall reliability/agreement of the analysed data was higher for the diaphragm measurements (than the intercostal muscles) regardless of the respiratory phase and probe position. It is difficult to identify a more appropriate probe position to examine these muscles. The shear modulus/thickness of the diaphragm and intercostal muscles demonstrated good reliability/agreement so this appears to be a promising technique for their examination in athletes.
Collapse
Affiliation(s)
- Małgorzata Pałac
- Musculoskeletal Elastography and Ultrasonography Laboratory, Institute of Physiotherapy and Health Sciences, The Jerzy Kukuczka Academy of Physical Education, 40-065 Katowice, Poland
- Musculoskeletal Diagnostic and Physiotherapy—Research Team, The Jerzy Kukuczka Academy of Physical Education, 40-065 Katowice, Poland
| | - Paweł Linek
- Musculoskeletal Elastography and Ultrasonography Laboratory, Institute of Physiotherapy and Health Sciences, The Jerzy Kukuczka Academy of Physical Education, 40-065 Katowice, Poland
- Musculoskeletal Diagnostic and Physiotherapy—Research Team, The Jerzy Kukuczka Academy of Physical Education, 40-065 Katowice, Poland
- Correspondence: ; Tel.: +48-661-768-601
| |
Collapse
|
15
|
Zhao Y, Li P, Li DW, Zhao GF, Li XY. Severe gastric insufflation and consequent atelectasis caused by gas leakage using AIR-Q laryngeal mask airway: A case report. World J Clin Cases 2022; 10:3541-3546. [PMID: 35582056 PMCID: PMC9048551 DOI: 10.12998/wjcc.v10.i11.3541] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/23/2022] [Accepted: 02/23/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The airways of patients undergoing awake craniotomy (AC) are considered “predicted difficult airways”, inclined to be managed with supraglottic airway devices (SADs) to lower the risk of coughing or gagging. However, the special requirements of AC in the head and neck position may deteriorate SADs’ seal performance, which increases the risks of ventilation failure, severe gastric insufflation, regurgitation, and aspiration.
CASE SUMMARY A 41-year-old man scheduled for AC with the asleep–awake–asleep approach was anesthetized and ventilated with a size 3.5 AIR-Q intubating laryngeal mask airway (LMA). Air leak was noticed with adequate ventilation after head rotation for allowing scalp blockage. Twenty-five minutes later, the LMA was replaced by an endotracheal tube because of a change in the surgical plan. After surgery, the patient consistently showed low tidal volume and was diagnosed with gastric insufflation and atelectasis using computed tomography.
CONCLUSION This case highlights head rotation may cause gas leakage, severe gastric insufflation, and consequent atelectasis during ventilation with an AIR-Q intubating laryngeal airway.
Collapse
Affiliation(s)
- Yue Zhao
- Department of Anesthesiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| | - Ping Li
- Department of Anesthesiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| | - De-Wei Li
- Department of Anesthesiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| | - Gao-Feng Zhao
- Department of Anesthesiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| | - Xiang-Yu Li
- Department of Anesthesiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| |
Collapse
|
16
|
Lecronier M, Jung B, Molinari N, Pinot J, Similowski T, Jaber S, Demoule A, Dres M. Severe but reversible impaired diaphragm function in septic mechanically ventilated patients. Ann Intensive Care 2022; 12:34. [PMID: 35403916 PMCID: PMC9001790 DOI: 10.1186/s13613-022-01005-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/18/2022] [Indexed: 11/17/2022] Open
Abstract
Background Whether sepsis-associated diaphragm dysfunction may improve despite the exposure of mechanical ventilation in critically ill patients is unclear. This study aims at describing the diaphragm function time course of septic and non-septic mechanically ventilated patients. Methods Secondary analysis of two prospective observational studies of mechanically ventilated patients in whom diaphragm function was assessed twice: within the 24 h after intubation and when patients were switched to pressure support mode, by measuring the endotracheal pressure in response to bilateral anterior magnetic phrenic nerve stimulation (Ptr,stim). Change in diaphragm function was expressed as the difference between Ptr,stim measured under pressure support mode and Ptr,stim measured within the 24 h after intubation. Sepsis was defined according to the Sepsis-3 international guidelines upon inclusion. In a sub-group of patients, the right hemidiaphragm thickness was measured by ultrasound. Results Ninety-two patients were enrolled in the study. Sepsis upon intubation was present in 51 (55%) patients. In septic patients, primary reason for ventilation was acute respiratory failure related to pneumonia (37/51; 73%). In non-septic patients, main reasons for ventilation were acute respiratory failure not related to pneumonia (16/41; 39%), coma (13/41; 32%) and cardiac arrest (6/41; 15%). Ptr,stim within 24 h after intubation was lower in septic patients as compared to non-septic patients: 6.3 (4.9–8.7) cmH2O vs. 9.8 (7.0–14.2) cmH2O (p = 0.004), respectively. The median (interquartile) duration of mechanical ventilation between first and second diaphragm evaluation was 4 (2–6) days in septic patients and 3 (2–4) days in non-septic patients (p = 0.073). Between first and second measurements, the change in Ptr,stim was + 19% (− 13–61) in septic patients and − 7% (− 40–12) in non-septic patients (p = 0.005). In the sub-group of patients with ultrasound measurements, end-expiratory diaphragm thickness decreased in both, septic and non-septic patients. The 28-day mortality was higher in patients with decrease or no change in diaphragm function. Conclusion Septic patients were associated with a more severe but reversible impaired diaphragm function as compared to non-septic patients. Increase in diaphragm function was associated with a better survival. Supplementary Information The online version contains supplementary material available at 10.1186/s13613-022-01005-9.
Collapse
Affiliation(s)
- Marie Lecronier
- Médecine Intensive - Réanimation (Département "R3S"), APHP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France. .,Neurophysiologie Respiratoire Expérimentale et Clinique, INSERM-UMR S 1158, Sorbonne Université, Paris, France.
| | - Boris Jung
- Département de Médecine Intensive - Réanimation, CHU Montpellier, Montpellier, France.,Laboratoire de Physiologie et Médecine Expérimentale du cœur et des Muscles, INSERM U1046-CNRS UMR 9214, Université de Montpellier, Montpellier, France
| | - Nicolas Molinari
- Department of Medical Information, Hôpital Arnaud de Villeneuve, IMAG U5149, Université de Montpellier, Montpellier, France
| | - Jérôme Pinot
- Médecine Intensive - Réanimation (Département "R3S"), APHP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
| | - Thomas Similowski
- Médecine Intensive - Réanimation (Département "R3S"), APHP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France.,Neurophysiologie Respiratoire Expérimentale et Clinique, INSERM-UMR S 1158, Sorbonne Université, Paris, France
| | - Samir Jaber
- Département de Médecine Intensive - Réanimation, CHU Montpellier, Montpellier, France.,Laboratoire de Physiologie et Médecine Expérimentale du cœur et des Muscles, INSERM U1046-CNRS UMR 9214, Université de Montpellier, Montpellier, France
| | - Alexandre Demoule
- Médecine Intensive - Réanimation (Département "R3S"), APHP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France.,Neurophysiologie Respiratoire Expérimentale et Clinique, INSERM-UMR S 1158, Sorbonne Université, Paris, France
| | - Martin Dres
- Médecine Intensive - Réanimation (Département "R3S"), APHP. Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France.,Neurophysiologie Respiratoire Expérimentale et Clinique, INSERM-UMR S 1158, Sorbonne Université, Paris, France
| |
Collapse
|
17
|
Diaphragm dysfunction and peripheral muscle wasting in septic shock patients: Exploring their relationship over time using ultrasound technology (the MUSiShock protocol). PLoS One 2022; 17:e0266174. [PMID: 35344570 PMCID: PMC8959181 DOI: 10.1371/journal.pone.0266174] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 03/15/2022] [Indexed: 12/03/2022] Open
Abstract
Background Intensive Care Unit (ICU) patients are known to lose muscle mass and function during ICU stay. Ultrasonography (US) application for the assessment of the skeletal muscle is a promising tool and might help detecting muscle changes and thus several dysfunctions during early stages of ICU stay. MUSiShock is a research project aiming to investigate structure and function of diaphragm and peripheral muscles using ultrasound techniques in septic shock patients, and to assess their relevance in several clinical outcomes such as the weaning process. Methods and design This is a research protocol from an observational prospective cohort study. We plan to assess eighty-four septic shock patients during their ICU stay at the following time-points: at 24 hours of ICU admission, then daily until day 5, then weekly, at extubation time and at ICU discharge. At each time-point, we will measure the quadriceps rectus femoris and diaphragm muscles, using innovative US muscle markers such as Shear-Wave Elastography (SWE). In parallel, the Medical Research Council (MRC) sum score for muscle testing and the Airway occlusion pressure (P0.1) will also be collected. We will describe the association between SWE assessment and other US markers for each muscle. The association between the changes in both diaphragm and rectus femoris US markers over time will be explored as well; finally, the analysis of a combined model of one diaphragm US marker and one limb muscle US marker to predict weaning success/failure will be tested. Discussion By using muscle ultrasound at both diaphragm and limb levels, MUSiShock aims to improve knowledge in the early detection of muscle dysfunction and weakness, and their relationship with muscle strength and MV weaning, in critically ill patients. A better anticipation of these short-term muscle structure and function outcomes may allow clinicians to rapidly implement measures to counteract it. Trial registration ClinicalTrials.gov, NCT04550143. Registered on 16 September 2020.
Collapse
|
18
|
Poor Correlation between Diaphragm Thickening Fraction and Transdiaphragmatic Pressure in Mechanically Ventilated Patients and Healthy Subjects. Anesthesiology 2022; 136:162-175. [PMID: 34788380 DOI: 10.1097/aln.0000000000004042] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The relationship between the diaphragm thickening fraction and the transdiaphragmatic pressure, the reference method to evaluate the diaphragm function, has not been clearly established. This study investigated the global and intraindividual relationship between the thickening fraction of the diaphragm and the transdiaphragmatic pressure. The authors hypothesized that the diaphragm thickening fraction would be positively and significantly correlated to the transdiaphragmatic pressure, in both healthy participants and ventilated patients. METHODS Fourteen healthy individuals and 25 mechanically ventilated patients (enrolled in two previous physiologic investigations) participated in the current study. The zone of apposition of the right hemidiaphragm was imaged simultaneously to transdiaphragmatic pressure recording within different breathing conditions, i.e., external inspiratory threshold loading in healthy individuals and various pressure support settings in patients. A blinded offline breath-by-breath analysis synchronously computed the changes in transdiaphragmatic pressure, the diaphragm pressure-time product, and diaphragm thickening fraction. Global and intraindividual relationships between variables were assessed. RESULTS In healthy subjects, both changes in transdiaphragmatic pressure and diaphragm pressure-time product were moderately correlated to diaphragm thickening fraction (repeated measures correlation = 0.40, P < 0.0001; and repeated measures correlation = 0.38, P < 0.0001, respectively). In mechanically ventilated patients, changes in transdiaphragmatic pressure and thickening fraction were weakly correlated (repeated measures correlation = 0.11, P = 0.008), while diaphragm pressure-time product and thickening fraction were not (repeated measures correlation = 0.04, P = 0.396). Individually, changes in transdiaphragmatic pressure and thickening fraction were significantly correlated in 8 of 14 healthy subjects (ρ = 0.30 to 0.85, all P < 0.05) and in 2 of 25 mechanically ventilated patients (ρ = 0.47 to 0.64, all P < 0.05). Diaphragm pressure-time product and thickening fraction correlated in 8 of 14 healthy subjects (ρ = 0.41 to 0.82, all P < 0.02) and in 2 of 25 mechanically ventilated patients (ρ = 0.63 to 0.66, all P < 0.01). CONCLUSIONS Overall, diaphragm function as assessed with transdiaphragmatic pressure was weakly related to diaphragm thickening fraction. The diaphragm thickening fraction should not be used in healthy subjects or ventilated patients when changes in diaphragm function are evaluated. EDITOR’S PERSPECTIVE
Collapse
|
19
|
Jonkman AH, de Korte CL. Shear Wave Elastography of the Diaphragm: Good Vibrations? Am J Respir Crit Care Med 2021; 204:748-750. [PMID: 34370963 PMCID: PMC8528522 DOI: 10.1164/rccm.202107-1605ed] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Annemijn H Jonkman
- Amsterdam UMC Locatie VUmc, 1209, Intensive Care Medicine, Amsterdam, Netherlands;
| | - Chris L de Korte
- Radboud University Medical Center, Radiology and Nuclear Medicine, Nijmegen, Netherlands
| |
Collapse
|
20
|
Weber MD, Lim JKB, Glau C, Conlon T, James R, Lee JH. A narrative review of diaphragmatic ultrasound in pediatric critical care. Pediatr Pulmonol 2021; 56:2471-2483. [PMID: 34081825 DOI: 10.1002/ppul.25518] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/18/2021] [Accepted: 05/21/2021] [Indexed: 01/20/2023]
Abstract
The use of point of care ultrasound (POCUS) at the bedside has increased dramatically within emergency medicine and in critical care. Applications of POCUS have spread to include diaphragmatic assessments in both adults and children. Diaphragm POCUS can be used to assess for diaphragm dysfunction (DD) and atrophy or to guide ventilator titration and weaning. Quantitative, semi-quantitative and qualitative measurements of diaphragm thickness, diaphragm excursion, and diaphragm thickening fraction provide objective data related to DD and atrophy. The potential for quick, noninvasive, and repeatable bedside diaphragm assessments has led to a growing amount of literature on diaphragm POCUS. To date, there are no reviews of the current state of diaphragm POCUS in pediatric critical care. The aims of this narrative review are to summarize the current literature regarding techniques, reference values, applications, and future innovations of diaphragm POCUS in critically ill children. A summary of current practice and future directions will be discussed.
Collapse
Affiliation(s)
- Mark D Weber
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joel K B Lim
- Children's Intensive Care Unit, Department of Pediatric Subspecialties, KK Women's and Children's Hospital, Singapore, Singapore
| | - Christie Glau
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Thomas Conlon
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Richard James
- University of Pennsylvania Biomedical Library, Philadelphia, Pennsylvania, USA
| | - Jan Hau Lee
- Children's Intensive Care Unit, Department of Pediatric Subspecialties, KK Women's and Children's Hospital, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| |
Collapse
|
21
|
Aarab Y, Flatres A, Garnier F, Capdevila M, Raynaud F, Lacampagne A, Chapeau D, Klouche K, Etienne P, Jaber S, Molinari N, Gamon L, Matecki S, Jung B. Shear Wave Elastography, A New Tool for Diaphragmatic Qualitative Assessment. A Translational Study. Am J Respir Crit Care Med 2021; 204:797-806. [PMID: 34255974 DOI: 10.1164/rccm.202011-4086oc] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE Prolonged mechanical ventilation (MV) is often associated either with a decrease (known atrophy) or an increase (supposed injury) in diaphragmatic thickness. Shear wave elastography is a non-invasive technique that measures shear modulus, a surrogate of tissue stiffness and mechanical properties. OBJECTIVES To describe changes in shear modulus (SM) during the ICU stay and the relationship with alterations in muscle thickness. To perform a comprehensive ultrasound-based characterization of histological and force production changes occurring in the diaphragm. METHODS Translational study using critically ill patients and mechanically ventilated piglets. Serial ultrasound examination of the diaphragm collecting thickness and SM was performed in both patients and piglets. Transdiaphragmatic pressure and diaphragmatic biopsies were collected in piglets. MEASUREMENTS AND MAIN RESULTS We enrolled 102 patients, 88 of whom were invasively mechanically ventilated. At baseline, SM was 14.3+/-4.3 kPa and diaphragm end-expiratory thickness was 2.0+/-0.5 mm. Decrease or increase by more than 10% from baseline was reported in 86% of the patients for thickness and in 92% of the patients for shear modulus. An increase in diaphragmatic thickness during the stay was associated with a decrease in SM (β=-9.34±4.41; p=0.03) after multivariable analysis. In the piglet sample, a decrease in SM over 3 days of MV was associated with loss of force production, slow and fast fiber atrophy and increased lipid droplets accumulation. CONCLUSIONS Increases in diaphragm thickness during critical illness is associated with decreased tissue stiffness as demonstrated by shear wave ultrasound elastography, consistent with the development of muscle injury and weakness.
Collapse
Affiliation(s)
| | | | - Fanny Garnier
- Centre Hospitalier Regional Universitaire de Montpellier, 26905, Montpellier, France
| | - Mathieu Capdevila
- Montpellier University and Montpellier Teaching Hospital,, Saint Eloi Anesthesiology and Critical Care Medicine, Montpellier University and Montpellier Teaching Hospital, Montpellier, France , Montpellier, France.,Montpellier Universite d'Excellence, 539031, PhyMedExp, Montpellier, France
| | | | - Alain Lacampagne
- PhyMedExp, Montpellier University, INSERM, CNRS, Montpellier, France
| | - David Chapeau
- Lapeyronie University Hospital, Intensive Care Unit, Montpellier, France
| | - Kada Klouche
- Lapeyronie University Hospital, Intensive Care Unit, Montpellier, France
| | - Pascal Etienne
- Laboratoire Charles Coulomb, 131799, Montpellier, France
| | - Samir Jaber
- University hospital. CHU de MONTPELLIER HOPITAL SAINT ELOI, Intensive Care Unit and transplantation-Departement of Anesthesiology DAR B, Montpellier Cedex 5, France
| | - Nicolas Molinari
- CHU Montpellier - Hôpital la Colombière, DIM, Montpellier, France
| | - Lucie Gamon
- Montpellier University and Montpellier Teaching Hospital,, Saint Eloi Anesthesiology and Critical Care Medicine, Montpellier University and Montpellier Teaching Hospital, Montpellier, France
| | - Stefan Matecki
- Universite de Montpellier, 27037, 4. Pediatric Functional Exploration Unit, University Hospital of Montpellier, Montpellier, France
| | - Boris Jung
- Centre Hospitalier Regional Universitaire de Montpellier, 26905, medical ICU, Montpellier, France;
| |
Collapse
|
22
|
Laghi FA, Saad M, Shaikh H. Ultrasound and non-ultrasound imaging techniques in the assessment of diaphragmatic dysfunction. BMC Pulm Med 2021; 21:85. [PMID: 33722215 PMCID: PMC7958108 DOI: 10.1186/s12890-021-01441-6] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 02/19/2021] [Indexed: 12/25/2022] Open
Abstract
Diaphragm muscle dysfunction is increasingly recognized as an important element of several diseases including neuromuscular disease, chronic obstructive pulmonary disease and diaphragm dysfunction in critically ill patients. Functional evaluation of the diaphragm is challenging. Use of volitional maneuvers to test the diaphragm can be limited by patient effort. Non-volitional tests such as those using neuromuscular stimulation are technically complex, since the muscle itself is relatively inaccessible. As such, there is a growing interest in using imaging techniques to characterize diaphragm muscle dysfunction. Selecting the appropriate imaging technique for a given clinical scenario is a critical step in the evaluation of patients suspected of having diaphragm dysfunction. In this review, we aim to present a detailed analysis of evidence for the use of ultrasound and non-ultrasound imaging techniques in the assessment of diaphragm dysfunction. We highlight the utility of the qualitative information gathered by ultrasound imaging as a means to assess integrity, excursion, thickness, and thickening of the diaphragm. In contrast, quantitative ultrasound analysis of the diaphragm is marred by inherent limitations of this technique, and we provide a detailed examination of these limitations. We evaluate non-ultrasound imaging modalities that apply static techniques (chest radiograph, computerized tomography and magnetic resonance imaging), used to assess muscle position, shape and dimension. We also evaluate non-ultrasound imaging modalities that apply dynamic imaging (fluoroscopy and dynamic magnetic resonance imaging) to assess diaphragm motion. Finally, we critically review the application of each of these techniques in the clinical setting when diaphragm dysfunction is suspected.
Collapse
Affiliation(s)
- Franco A Laghi
- Department of Internal Medicine, Sinai Hospital, 2401 W Belvedere Ave, Baltimore, MD, 21215, USA
| | - Marina Saad
- Department of Biomedical and Clinical Sciences (DIBIC), Division of Pulmonary Diseases, University of Milan, Ospedale L. Sacco, ASST Fatebenfratelli-Sacco, V. G.B. Grassi, 74, 20157, Milan, Italy
| | - Hameeda Shaikh
- Division of Pulmonary and Critical Care Medicine, Hines Veterans Affairs Hospital (111N), 5th Avenue and Roosevelt Road, Hines, IL, 60141, USA. .,Division of Pulmonary and Critical Care Medicine, Loyola University Chicago Stritch School of Medicine, 2160 S 1st Ave, Maywood, IL, 60153, USA.
| |
Collapse
|