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Cai W, Song Y, Gu W, Ni H, Shao H, Huang H. Feasibility of lung ultrasound for locating bronchial blockers in pediatric thoracic surgery: a retrospective analysis. BMC Anesthesiol 2025; 25:137. [PMID: 40119268 PMCID: PMC11927112 DOI: 10.1186/s12871-025-03006-0] [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: 09/05/2024] [Accepted: 03/10/2025] [Indexed: 03/24/2025] Open
Abstract
OBJECTIVE To identify the feasibility of using lung ultrasound to determine the position of bronchial blockers in pediatric patients. METHODS In this study, children aged 4-8 years who underwent elective right one-lung ventilation at our hospital between January 2019 and August 2022 were selected. We collected the results of lung ultrasound and fiberoptic bronchoscopy during the placement of bronchial blockers in these children. The accuracy, sensitivity, and specificity of lung ultrasound in determining the position of bronchial blockers were calculated. Additionally, the reproducibility of lung ultrasound in determining the appropriateness of bronchial blockers was also calculated. Furthermore, information regarding whether there were complications associated with lung ultrasound examination or fiberoptic bronchoscopy was also collected. RESULTS The accuracy of lung ultrasound for determining the position of bronchial blockers was 95.0%. When the position of BBs was appropriate, the sensitivity of lung ultrasound was 96.3% and the specificity was 88.9%. When the position of BBs was too shallow, the sensitivity of lung ultrasound was 75% and the specificity was 96.7%. The reproducibility test of lung ultrasound for determining the position of bronchial blockers had a weighted kappa value of 0.91, P < 0.001. In this study we found 6 children had hypoxemia and 6 children had airway mucosal bleeding during fiberoptic bronchoscopy. And no complications linked to lung ultrasound examination were observed. CONCLUSION Lung ultrasound has high accuracy, sensitivity, specificity, and repeatability in determining the position of bronchial blockers. It is a new and safe method to determine the position of bronchial blockers.
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Affiliation(s)
- Weiwei Cai
- Department of Anesthesiology, Children's Hospital of Nanjing Medical University, Nanjing, 210000, China
| | - Yuting Song
- Department of Anesthesiology, Children's Hospital of Nanjing Medical University, Nanjing, 210000, China
| | - Wei Gu
- Department of Statistics, Children's Hospital of Nanjing Medical University, Nanjing, 210000, China
| | - Huanhuan Ni
- Department of Anesthesiology, Children's Hospital of Nanjing Medical University, Nanjing, 210000, China
| | - Huiying Shao
- Department of Anesthesiology, Children's Hospital of Fudan University, Shanghai, 201102, China.
| | - Hongqiang Huang
- Department of Anesthesiology, Children's Hospital of Nanjing Medical University, Nanjing, 210000, China.
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Li Q, Chen X, Han J, Xie Y, Gu C. Comparing C3, 4, and 5 nerve root block and interscalene with intermediate cervical plexus block in diaphragmatic motion for clavicle surgery. Sci Rep 2025; 15:289. [PMID: 39747872 PMCID: PMC11697284 DOI: 10.1038/s41598-024-80270-z] [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: 05/17/2024] [Accepted: 11/18/2024] [Indexed: 01/04/2025] Open
Abstract
Regional anesthesia is a popular method for surgical anesthesia in clavicular surgery. Selective blocking of the cervical 3, 4, and 5 nerve roots shows promise in clavicle surgery, with its fast onset, good anesthesia and less complications, necessitating evaluation of its impact on diaphragmatic function. The purpose of this study is to examine the safety of C3, 4, and 5 nerve root block for its application in clavicle surgery. We conducted a pragmatic, randomized trial to evaluate the effect of C3, 4, and 5 nerve root block as compared with interscalene with intermediate cervical plexus block in diaphragmatic motion. This study involved forty patients undergoing right clavicle surgery. Patients were assigned in a 1:1 ratio to either a C345 nerve root block (administered with 2, 3, and 5 ml of 0.5% ropivacaine) or an interscalene with intermediate cervical plexus block (ISB + ICPB, each receiving 10 ml of 0.5% ropivacaine). Diaphragmatic kinetics were quantitatively assessed using sonographic techniques. The primary outcome was the incidence of complete hemi-diaphragmatic paralysis, observed at 30 min post-blockade. Secondary outcomes included the rate of complete hemi-diaphragmatic paralysis at 15 min and the degree of diaphragmatic motion restoration at 2, 4, 6, and 8 h post-blockade, onset time of block, motor block score in upper extremity, and adverse events. Results showed that only one patient (5%) in the C345 group vs. fifteen (75%) in the ISB + ICPB group experienced complete hemi-diaphragmatic paralysis at 30 min during deep breathing (P = 0.001). No patients in the C345 group, compared to five (25%) in the ISB + ICPB group exhibited paradoxical movement at 30 min during voluntary sniffing (P = 0.0471). Additionally, the C345 group demonstrated significantly greater diaphragmatic motion and upper limb strength restoration at all measured intervals post-blockade. Moreover, faster onset time and less adverse events were observed in the C345 group vs. in the ISB + ICPB group. Benefit from low volume of local anesthetics, the C345 nerve root block not only significantly reduces the incidence of complete hemi-diaphragmatic paralysis but also facilitates better recovery from diaphragmatic paralysis compared to the ISB + ICPB. It can be inferred that C345 is a more beneficial anesthesia method for early recovery of clavicular patients.Trial registration number: ChiCTR2300078283 04/12/2023.
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Affiliation(s)
- Qi Li
- Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No.600 Yishan Road, Xuhui District, Shanghai, 200233, People's Republic of China
| | - Xiaoxiao Chen
- Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No.600 Yishan Road, Xuhui District, Shanghai, 200233, People's Republic of China
| | - Junde Han
- Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No.600 Yishan Road, Xuhui District, Shanghai, 200233, People's Republic of China
| | - Yaming Xie
- Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No.600 Yishan Road, Xuhui District, Shanghai, 200233, People's Republic of China
| | - Chentao Gu
- Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No.600 Yishan Road, Xuhui District, Shanghai, 200233, People's Republic of China.
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Uchida T, Tanaka Y, Suzuki A. Automatic detection of pleural line and lung sliding in lung ultrasonography using convolutional neural networks. Heliyon 2024; 10:e34700. [PMID: 39170189 PMCID: PMC11336331 DOI: 10.1016/j.heliyon.2024.e34700] [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: 08/29/2023] [Revised: 06/13/2024] [Accepted: 07/15/2024] [Indexed: 08/23/2024] Open
Abstract
Background Lung ultrasonography (LUS) is a valuable diagnostic tool, but there is a shortage of LUS experts with extensive knowledge and significant experience in the field. Convolutional neural networks (CNNs) have the potential to mitigate this issue by facilitating computer-aided diagnosis. Methods We propose computer-aided system by a CNN-based method for LUS diagnosis. As the first consideration, we investigated pleural line and lung sliding. The pleural line indicates the position of pleura in an ultrasound image, and LUS is performed after first confirming the position of pleural line. Lung sliding defined as the movement of the pleural line, and the absence of this feature is associated with pneumothorax. Results Our proposed method accurately detected pleural line and lung sliding, demonstrating its potential to provide valuable diagnostic information on lung lesions.
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Affiliation(s)
- Takeyoshi Uchida
- Material Strength Standards Group, Research Institute for Engineering Measurement, National Metrology Institute of Japan, National Institute of Advanced Industrial Science and Technology, Central 3, 1-1-1 Umezono, Tsukuba, 305-8563, Japan
| | - Yukimi Tanaka
- Material Strength Standards Group, Research Institute for Engineering Measurement, National Metrology Institute of Japan, National Institute of Advanced Industrial Science and Technology, Central 3, 1-1-1 Umezono, Tsukuba, 305-8563, Japan
| | - Akihiro Suzuki
- Department of Anesthesiology and Critical Care Medicine, Jichi Medical University, Yakushiji, Shimotsuke-shi, Tochigi, 329-0498, Japan
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Singh Y, Dauengauer-Kirliene S, Yousef N. Setting the Standards: Neonatal Lung Ultrasound in Clinical Practice. Diagnostics (Basel) 2024; 14:1413. [PMID: 39001302 PMCID: PMC11241677 DOI: 10.3390/diagnostics14131413] [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: 05/13/2024] [Revised: 06/16/2024] [Accepted: 06/25/2024] [Indexed: 07/16/2024] Open
Abstract
The use of lung ultrasonography in neonates is increasing at a very fast rate. Evidence-based guidelines on the use of lung ultrasound (LU) in neonates and children have been published and well received across the world. However, there remains a lack of standardized curriculum for lung ultrasound training and standards for its application at the bedside. This article focuses on providing a standardized approach to the application of lung ultrasonography in neonates for the common neonatal conditions and how it can be integrated into bedside clinical decision-making.
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Affiliation(s)
- Yogen Singh
- Department of Pediatrics, Division of Neonatology, UC Davis Children's Hospital, UC Davis Health, Sacramento, CA 95816, USA
| | - Svetlana Dauengauer-Kirliene
- Department of Human and Medical Genetics, Institute of Biomedical Science, Faculty of Medicine, Vilnius University, Santariškių 2, LT-08661 Vilnius, Lithuania
| | - Nadya Yousef
- Division of Pediatrics and Neonatal Critical Care, "A. Béclère" Medical Center, Paris-Saclay University Hospitals, APHP, 92140 Paris, France
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Serrano DAR, Terán PP, Blancas R, Arroyo M. Pleuropulmonary and diaphragmatic ultrasound in intensive care medicine. Med Intensiva 2023; 47:594-602. [PMID: 37858366 DOI: 10.1016/j.medine.2023.06.009] [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: 01/30/2023] [Accepted: 06/23/2023] [Indexed: 10/21/2023]
Abstract
The usefulness of ultrasound for chest exploration was described in 1968. It was not until the 1990s, when its use became widespread in Intensive Care Units as a diagnostic, monitoring and procedural guide tool. The fact that it is a non-invasive tool, accessible at the bedside, with a sensitivity and specificity close to computerized tomography (CT) and with a short learning curve, have made it a mandatory technique in the management of critically ill patients. It is essential to know that there are different air/fluid ratio generated by different pathologies that gives rise to one echographic pattern or another. The identification of these patterns together with the clinical information will allow to make an accurate diagnosis in most settings of respiratory failure. Likewise, we must not forget the importance of evaluating diaphragmatic function by ultrasound during weaning from mechanical ventilation.
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Affiliation(s)
- Diego Aníbal Rodríguez Serrano
- Servicio de Medicina Intensiva, Hospital Príncipe de Asturias, Alcalá de Henares, Madrid, Spain; Universidad Alfonso X el Sabio, Madrid, Spain
| | - Purificación Pérez Terán
- Servicio Medicina Intensiva, Hospital del Mar, Barcelona, Spain; Grupo de Investigación en Patología Crítica (GREPAC), Instituto de Investigaciones Médicas Hospital del Mar (IMIM), Barcelona, Spain; Universidad Pompeu Fabra, Barcelona, Spain.
| | - Rafael Blancas
- Universidad Alfonso X el Sabio, Madrid, Spain; Servicio de Medicina Intensiva, Hospital Universitario del Tajo, Aranjuez, Spain.
| | - Marta Arroyo
- Servicio de Medicina Intensiva, Hospital Universitario de Burgos, Burgos, Spain
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Zapata L, Blancas R, Conejo-Márquez I, García-de-Acilu M. Role of ultrasound in acute respiratory failure and in the weaning of mechanical ventilation. Med Intensiva 2023; 47:529-542. [PMID: 37419839 DOI: 10.1016/j.medine.2023.03.018] [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: 01/18/2023] [Accepted: 03/31/2023] [Indexed: 07/09/2023]
Abstract
Comprehensive ultrasound assessment has become an essential tool to facilitate the diagnosis and therapeutic management of critically ill patients with acute respiratory failure (ARF). There is evidence supporting the use of ultrasound for the diagnosis of pneumothorax, acute respiratory distress syndrome, cardiogenic pulmonary edema, pneumonia and acute pulmonary thromboembolism, and in patients with COVID-19. In addition, in recent years, the use of ultrasound to evaluate responses to treatment in critically ill patients with ARF has been developed, providing a noninvasive tool for titrating positive end-expiratory pressure, monitoring recruitment maneuvers and response to prone position, as well as for facilitating weaning from mechanical ventilation. The objective of this review is to summarize the basic concepts on the utility of ultrasound in the diagnosis and monitoring of critically ill patients with ARF.
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Affiliation(s)
- Luis Zapata
- Servicio de Medicina Intensiva, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Rafael Blancas
- Servicio de Medicina Intensiva, Hospital Universitario del Tajo, Universidad Alfonso X El Sabio, Aranjuez, Madrid, Spain
| | - Isabel Conejo-Márquez
- Servicio de Medicina Intensiva, Hospital Universitario del Henares, Coslada, Madrid, Spain
| | - Marina García-de-Acilu
- Servicio de Medicina Intensiva, Hospital Universitario Parc Taulí, Sabadell, Barcelona, Spain
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Boice EN, Hernandez Torres SI, Knowlton ZJ, Berard D, Gonzalez JM, Avital G, Snider EJ. Training Ultrasound Image Classification Deep-Learning Algorithms for Pneumothorax Detection Using a Synthetic Tissue Phantom Apparatus. J Imaging 2022; 8:jimaging8090249. [PMID: 36135414 PMCID: PMC9502699 DOI: 10.3390/jimaging8090249] [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: 07/16/2022] [Revised: 08/20/2022] [Accepted: 09/07/2022] [Indexed: 11/17/2022] Open
Abstract
Ultrasound (US) imaging is a critical tool in emergency and military medicine because of its portability and immediate nature. However, proper image interpretation requires skill, limiting its utility in remote applications for conditions such as pneumothorax (PTX) which requires rapid intervention. Artificial intelligence has the potential to automate ultrasound image analysis for various pathophysiological conditions. Training models require large data sets and a means of troubleshooting in real-time for ultrasound integration deployment, and they also require large animal models or clinical testing. Here, we detail the development of a dynamic synthetic tissue phantom model for PTX and its use in training image classification algorithms. The model comprises a synthetic gelatin phantom cast in a custom 3D-printed rib mold and a lung mimicking phantom. When compared to PTX images acquired in swine, images from the phantom were similar in both PTX negative and positive mimicking scenarios. We then used a deep learning image classification algorithm, which we previously developed for shrapnel detection, to accurately predict the presence of PTX in swine images by only training on phantom image sets, highlighting the utility for a tissue phantom for AI applications.
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Affiliation(s)
- Emily N. Boice
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
| | | | - Zechariah J. Knowlton
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
| | - David Berard
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
| | - Jose M. Gonzalez
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
| | - Guy Avital
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
- Trauma & Combat Medicine Branch, Surgeon General’s Headquarters, Israel Defense Forces, Ramat-Gan 52620, Israel
- Division of Anesthesia, Intensive Care & Pain Management, Tel-Aviv Sourasky Medical Center, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 64239, Israel
| | - Eric J. Snider
- U.S. Army Institute of Surgical Research, JBSA Fort Sam Houston, San Antonio, TX 78234, USA
- Correspondence: ; Tel.: +210-539-8721
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Fritz AV, Martin AK, Ramakrishna H. Practical considerations for developing a lung transplantation anesthesiology program. Indian J Thorac Cardiovasc Surg 2021; 37:445-453. [PMID: 34493911 PMCID: PMC8412970 DOI: 10.1007/s12055-021-01217-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 04/23/2021] [Accepted: 05/14/2021] [Indexed: 11/25/2022] Open
Abstract
The advancement in lung transplantation outcomes has been secondary to ongoing improvements within multiple medical specialties. The recent emergence of literature describing the impact of anesthetic management on perioperative outcomes has led to the beginnings of formalized training fellowships within lung transplantation anesthesiology. Practical considerations for the development of a lung transplantation anesthesiology program, both clinical and educational, are herein described.
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Affiliation(s)
- Ashley Virginia Fritz
- Division of Cardiovascular and Thoracic Anesthesiology, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN USA
| | - Archer Kilbourne Martin
- Division of Cardiovascular and Thoracic Anesthesiology, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL 32224 USA
| | - Harish Ramakrishna
- Division of Cardiovascular and Thoracic Anesthesiology, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN USA
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Ye Q, Wu D, Fang W, Wong GTC, Lu Y. Comparison of gastric insufflation using LMA-supreme and I-gel versus tracheal intubation in laparoscopic gynecological surgery by ultrasound: a randomized observational trial. BMC Anesthesiol 2020; 20:136. [PMID: 32493213 PMCID: PMC7268504 DOI: 10.1186/s12871-020-01057-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 05/26/2020] [Indexed: 11/26/2022] Open
Abstract
Background The application of bedside ultrasound to evaluate gastric content and volume can assist in determining aspiration risk. Applying positive pressure ventilation via supraglottic airway devices (SAD) can result in a degree of gastric insufflation. This study assessed and compared the antral cross-sectional area (CSA) in patients undergoing laparoscopic gynecological surgery when managed with different SAD. Methods One hundred American Society of Anesthesiologists I or II female patients were assessed for inclusion in this study and divided into three groups of different ventilation devices. Patients were randomly allocated into three groups to receive LMA-Supreme (Group S), I-gel (Group I) or tracheal tube (Group T). The primary outcome was the antral cross-sectional area and secondary outcomes included haemodynamic parameters and postoperative morbidity such as sore throat, hoarseness, dry throat, nausea and vomiting. Results The antral CSA was not significantly different among three groups before induction (P = 0.451), after induction (P = 0.456) and at the end of surgery (P = 0.195). The haemodynamic variables were significantly higher in the tracheal tube group than in the LMA-Supreme and I-gel groups after insertion (P < 0.0001) and after removal (P < 0.01). Sore throat was detected in none in the I-gel group compare to two patients (6.7%) in the LMA-Supreme group and fifteen patients (50%) in the tracheal tube group. Hoareness was detected in one (3.3%) in the I-gel group compare to two patients (6.7%) in the LMA-Supreme group and eleven patients (36.7%) in the tracheal tube group. Conclusions The SADs do not cause obvious gastric insufflation. Thus, LMA-Supreme and I-gel can be widely used as alternative to endotracheal intubation for the short laparoscopic gynecological surgery. Trial registration This trial was registered at the Chinese Clinical Trial Registry (ChiCTR1800018212, data of registration, September 2018).
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Affiliation(s)
- Qiuping Ye
- Department of Anesthesiology, First Affiliated Hospital of Anhui Medical University, No.218 Jixi Road, Hefei, 230022, Anhui Province, People's Republic of China
| | - Di Wu
- Department of Anesthesiology, First Affiliated Hospital of Anhui Medical University, No.218 Jixi Road, Hefei, 230022, Anhui Province, People's Republic of China.,Department of Anesthesiology, Fuyang Hospital of Anhui Medical University, Fuyang, Anhui Province, People's Republic of China
| | - Weiping Fang
- Department of Anesthesiology, First Affiliated Hospital of Anhui Medical University, No.218 Jixi Road, Hefei, 230022, Anhui Province, People's Republic of China
| | - Gordon Tin Chun Wong
- Department of Anesthesiology, The University of Hong Kong, Hong Kong SAR, People's Republic of China
| | - Yao Lu
- Department of Anesthesiology, First Affiliated Hospital of Anhui Medical University, No.218 Jixi Road, Hefei, 230022, Anhui Province, People's Republic of China.
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