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Morbach C, Gelbrich G, Schreckenberg M, Hedemann M, Pelin D, Scholz N, Miljukov O, Wagner A, Theisen F, Hitschrich N, Wiebel H, Stapf D, Karch O, Frantz S, Heuschmann PU, Störk S. Population data-based federated machine learning improves automated echocardiographic quantification of cardiac structure and function: the Automatisierte Vermessung der Echokardiographie project. Eur Heart J Digit Health 2024; 5:77-88. [PMID: 38264700 PMCID: PMC10802820 DOI: 10.1093/ehjdh/ztad069] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 09/08/2023] [Accepted: 10/03/2023] [Indexed: 01/25/2024]
Abstract
Aims Machine-learning (ML)-based automated measurement of echocardiography images emerges as an option to reduce observer variability. The objective of the study is to improve the accuracy of a pre-existing automated reading tool ('original detector') by federated ML-based re-training. Methods and results Automatisierte Vermessung der Echokardiographie was based on the echocardiography images of n = 4965 participants of the population-based Characteristics and Course of Heart Failure Stages A-B and Determinants of Progression Cohort Study. We implemented federated ML: echocardiography images were read by the Academic Core Lab Ultrasound-based Cardiovascular Imaging at the University Hospital Würzburg (UKW). A random algorithm selected 3226 participants for re-training of the original detector. According to data protection rules, the generation of ground truth and ML training cycles took place within the UKW network. Only non-personal training weights were exchanged with the external cooperation partner for the refinement of ML algorithms. Both the original detectors as the re-trained detector were then applied to the echocardiograms of n = 563 participants not used for training. With regard to the human referent, the re-trained detector revealed (i) superior accuracy when contrasted with the original detector's performance as it arrived at significantly smaller mean differences in all but one parameter, and a (ii) smaller absolute difference between measurements when compared with a group of different human observers. Conclusion Population data-based ML in a federated ML set-up was feasible. The re-trained detector exhibited a much lower measurement variability than human readers. This gain in accuracy and precision strengthens the confidence in automated echocardiographic readings, which carries large potential for applications in various settings.
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Affiliation(s)
- Caroline Morbach
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
- Department of Medicine I, University Hospital Würzburg, Oberdürrbacherstr. 6, D-97080 Würzburg, Germany
| | - Götz Gelbrich
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
- Clinical Trial Center, University Hospital Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
| | - Marcus Schreckenberg
- TOMTEC Imaging Systems GmbH, Freisinger Str. 9, 85716 Unterschleissheim, Germany
| | - Maike Hedemann
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
| | - Dora Pelin
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
| | - Nina Scholz
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
| | - Olga Miljukov
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
| | - Achim Wagner
- Service Center Medical Informatics, University Hospital Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
| | - Fabian Theisen
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
| | - Niklas Hitschrich
- TOMTEC Imaging Systems GmbH, Freisinger Str. 9, 85716 Unterschleissheim, Germany
| | - Hendrik Wiebel
- TOMTEC Imaging Systems GmbH, Freisinger Str. 9, 85716 Unterschleissheim, Germany
| | - Daniel Stapf
- TOMTEC Imaging Systems GmbH, Freisinger Str. 9, 85716 Unterschleissheim, Germany
| | - Oliver Karch
- Service Center Medical Informatics, University Hospital Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
| | - Stefan Frantz
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
- Department of Medicine I, University Hospital Würzburg, Oberdürrbacherstr. 6, D-97080 Würzburg, Germany
| | - Peter U Heuschmann
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
- Clinical Trial Center, University Hospital Würzburg, Josef-Schneider-Str. 2, 97080 Würzburg, Germany
| | - Stefan Störk
- Department Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, Am Schwarzenberg 15, D-97078 Würzburg, Germany
- Department of Medicine I, University Hospital Würzburg, Oberdürrbacherstr. 6, D-97080 Würzburg, Germany
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Addetia K, Miyoshi T, Amuthan V, Citro R, Daimon M, Gutierrez Fajardo P, Kasliwal RR, Kirkpatrick JN, Monaghan MJ, Muraru D, Ogunyankin KO, Park SW, Ronderos RE, Sadeghpour A, Scalia GM, Takeuchi M, Tsang W, Tucay ES, Tude Rodrigues AC, Zhang Y, Singulane CC, Hitschrich N, Blankenhagen M, Degel M, Schreckenberg M, Mor-Avi V, Asch FM, Lang RM. Normal Values of 3D Right Ventricular Size and Function Measurements: Results of the World Alliance of Societies of Echocardiography Study. J Am Soc Echocardiogr 2023:S0894-7317(23)00203-1. [PMID: 37085129 DOI: 10.1016/j.echo.2023.04.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 04/10/2023] [Accepted: 04/11/2023] [Indexed: 04/23/2023]
Abstract
BACKGROUND Normal values for 3D right ventricular (RV) size and function are not well established, as they originate from small studies that involved predominantly white North American and European populations, did not use RV-focused views and relied on older 3D RV analysis software . The World Alliance of Societies of Echocardiography (WASE) study was designed to generate reference ranges for normal subjects around the world. In this study, we sought to assess the world-wide capability of 3D imaging of the right ventricle and report size and function measurements, including their dependency on age, sex and ethnicity. METHODS Healthy subjects free of cardiac, pulmonary and renal disease were prospectively enrolled at 19 centers in 15 countries, including 6 continents. 3D wide-angle RV datasets were obtained and analyzed using dedicated RV software (Tomtec) to measure end-diastolic and end-systolic volumes (EDV, ESV), stroke volume (SV) and ejection fraction (EF). Results were categorized by sex, age (18-40, 41-65 and >65 years) and ethnicity. RESULTS Of the 2007 subjects with attempted 3D RV acquisitions, 1051 had adequate image quality for confident measurements. Upper and lower limits for BSA-indexed EDV (mL/m2) and ESV (mL/m2) and EF (%) were [48, 95], [19, 43] and [44, 58] for men and [42, 81], [16, 36] and [46, 61] for women. Men had significantly larger EDV, ESV and SV (even after BSA indexing) and lower EF than women (p<0.05). EDV and ESV did not show any meaningful differences between age groups. 3D RV volumes were smallest in Asians. CONCLUSIONS Reliability of 3D RV acquisition is low worldwide underscoring the importance for future improvements in imaging techniques. Sex and race must be taken into consideration in the assessment of both RV volumes and EF.
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Cotella JI, Miyoshi T, Mor-Avi V, Addetia K, Schreckenberg M, Sun D, Slivnick JA, Blankenhagen M, Hitschrich N, Amuthan V, Citro R, Daimon M, Gutiérrez-Fajardo P, Kasliwal R, Kirkpatrick JN, Monaghan MJ, Muraru D, Ogunyankin KO, Park SW, Tude Rodrigues AC, Ronderos R, Sadeghpour A, Scalia G, Takeuchi M, Tsang W, Tucay ES, Zhang M, Prado AD, Asch FM, Lang RM. Normative values of the aortic valve area and Doppler measurements using two-dimensional transthoracic echocardiography: results from the Multicentre World Alliance of Societies of Echocardiography Study. Eur Heart J Cardiovasc Imaging 2023; 24:415-423. [PMID: 36331816 DOI: 10.1093/ehjci/jeac220] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [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: 08/12/2022] [Revised: 09/28/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022] Open
Abstract
AIMS Aortic valve area (AVA) used for echocardiographic assessment of aortic stenosis (AS) has been traditionally interpreted independently of sex, age and race. As differences in normal values might impact clinical decision-making, we aimed to establish sex-, age- and race-specific normative values for AVA and Doppler parameters using data from the World Alliance Societies of Echocardiography (WASE) Study. METHODS AND RESULTS Two-dimensional transthoracic echocardiographic studies were obtained from 1903 healthy adult subjects (48% women). Measurements of the left ventricular outflow tract (LVOT) diameter and Doppler parameters, including AV and LVOT velocity time integrals (VTIs), AV mean pressure gradient, peak velocity, were obtained according to ASE/EACVI guidelines. AVA was calculated using the continuity equation. Compared with men, women had smaller LVOT diameters and AVA values, and higher AV peak velocities and mean gradients (all P < 0.05). LVOT and AV VTI were significantly higher in women (P < 0.05), and both parameters increased with age in both sexes. AVA differences persisted after indexing to body surface area. According to the current diagnostic criteria, 13.5% of women would have been considered to have mild AS and 1.4% moderate AS. LVOT diameter and AVA were lower in older subjects, both men and women, and were lower in Asians, compared with whites and blacks. CONCLUSION WASE data provide clinically relevant information about significant differences in normal AVA and Doppler parameters according to sex, age, and race. The implementation of this information into clinical practice should involve development of specific normative values for each ethnic group using standardized methodology.
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Affiliation(s)
- Juan I Cotella
- University of Chicago, 5758 S. Maryland Avenue, MC 9067, DCAM 5509, Chicago, IL 60637, USA
| | | | - Victor Mor-Avi
- University of Chicago, 5758 S. Maryland Avenue, MC 9067, DCAM 5509, Chicago, IL 60637, USA
| | - Karima Addetia
- University of Chicago, 5758 S. Maryland Avenue, MC 9067, DCAM 5509, Chicago, IL 60637, USA
| | | | - Deyu Sun
- University of Chicago, 5758 S. Maryland Avenue, MC 9067, DCAM 5509, Chicago, IL 60637, USA
| | - Jeremy A Slivnick
- University of Chicago, 5758 S. Maryland Avenue, MC 9067, DCAM 5509, Chicago, IL 60637, USA
| | | | | | | | | | | | | | | | | | | | - Denisa Muraru
- Instituto Auxologico Italiano, IRCCS, San Luca Hospital and University of Milano-Bicocca, Milan, Italy
| | | | | | | | - Ricardo Ronderos
- Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina
| | - Anita Sadeghpour
- Rajaie Cardiovascular Medical and Research Center, Tehran, Islamic Republic of Iran
| | | | - Masaaki Takeuchi
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Wendy Tsang
- Toronto General Hospital, University of Toronto, Toronto, ON, Canada
| | | | - Mei Zhang
- Qilu Hospital of Shandong University, Jinan, China
| | - Aldo D Prado
- Centro Privado de Cardiología, Tucumán, Argentina
| | | | - Roberto M Lang
- University of Chicago, 5758 S. Maryland Avenue, MC 9067, DCAM 5509, Chicago, IL 60637, USA
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Singulane CC, Miyoshi T, Mor-Avi V, Cotella JI, Schreckenberg M, Blankenhagen M, Hitschrich N, Addetia K, Amuthan V, Citro R, Daimon M, Gutiérrez-Fajardo P, Kasliwal R, Kirkpatrick JN, Monaghan MJ, Muraru D, Ogunyankin KO, Park SW, Tude Rodrigues AC, Ronderos R, Sadeghpour A, Scalia GM, Takeuchi M, Tsang W, Tucay ES, Zhang Y, Asch FM, Lang RM. Age-, Sex-, and Race-Based Normal Values for Left Ventricular Circumferential Strain from the World Alliance Societies of Echocardiography Study. J Am Soc Echocardiogr 2022:S0894-7317(22)00702-7. [PMID: 36592875 DOI: 10.1016/j.echo.2022.12.018] [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: 07/29/2022] [Revised: 10/17/2022] [Accepted: 12/23/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Left ventricular (LV) circumferential strain has received less attention than longitudinal deformation, which has recently become part of routine clinical practice. Among other reasons, this is because of the lack of established normal values. Accordingly, the aim of this study was to establish normative values for LV circumferential strain and determine sex-, age-, and race-related differences in a large cohort of healthy adults. METHODS Complete two-dimensional transthoracic echocardiograms were obtained in 1,572 healthy subjects (51% men), enrolled in the World Alliance Societies of Echocardiography Normal Values Study. Subjects were divided into three age groups (<35, 35-55, and >55 years) and stratified by sex and by race. Vendor-independent semiautomated speckle-tracking software was used to determine LV regional circumferential strain and global circumferential strain (GCS) values. Limits of normal for each measurement were defined as 95% of the corresponding sex and age group falling between the 2.5th and 97.5th percentiles. Intergroup differences were analyzed using unpaired t tests. RESULTS Circumferential strain showed a gradient, with lower magnitude at the mitral valve level, increasing progressively toward the apex. Compared with men, women had statistically higher magnitudes of regional and global strain. Older age was associated with a stepwise increase in GCS despite an unaffected ejection fraction, a decrease in LV volume, and relatively stable global longitudinal strain in men, with a small gradual decrease in women. Asian subjects demonstrated significantly higher GCS magnitudes than whites of both sexes and blacks among women only. In contrast, no significant differences in GCS were found between white and black subjects of either sex. Importantly, despite statistical significance of these differences across sex, age, and race, circumferential strain values were similar in all groups, with variations of the order of magnitude of 1% to 2%. Notably, no differences in GCS were found among brands of imaging equipment. CONCLUSION This study established normal values of LV regional circumferential strain and GCS and identified sex-, age-, and race-related differences when present.
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Affiliation(s)
| | - Tatsuya Miyoshi
- MedStar Health Research Institute, Washington, District of Columbia
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Denisa Muraru
- Istituto Auxologico Italiano, IRCCS, San Luca Hospital, and University of Milano-Bicocca, Milan, Italy
| | | | | | | | - Ricardo Ronderos
- Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina
| | - Anita Sadeghpour
- Rajaie Cardiovascular Medical and Research Center, Echocardiography Research Center, IUMS, Tehran, Iran
| | | | - Masaaki Takeuchi
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Wendy Tsang
- Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | | | - Yun Zhang
- Qilu Hospital of Shandong University, Jinan, China
| | - Federico M Asch
- MedStar Health Research Institute, Washington, District of Columbia
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Henry MP, Cotella J, Mor-Avi V, Addetia K, Miyoshi T, Schreckenberg M, Blankenhagen M, Hitschrich N, Amuthan V, Citro R, Daimon M, Gutiérrez-Fajardo P, Kasliwal R, Kirkpatrick JN, Monaghan MJ, Muraru D, Ogunyankin KO, Park SW, Tude Rodrigues AC, Ronderos R, Sadeghpour A, Scalia G, Takeuchi M, Tsang W, Tucay ES, Zhang M, Lang RM, Asch FM. Three-Dimensional Transthoracic Static and Dynamic Normative Values of the Mitral Valve Apparatus: Results from the Multicenter World Alliance Societies of Echocardiography Study. J Am Soc Echocardiogr 2022; 35:738-751.e1. [PMID: 35245668 DOI: 10.1016/j.echo.2022.02.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [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: 11/26/2021] [Revised: 01/31/2022] [Accepted: 02/22/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Recent advances in mitral valve (MV) percutaneous interventions have escalated the need for a more quantitative and comprehensive assessment of the MV, which can be best achieved using three-dimensional echocardiography. Understanding normal valve size, structure, and function is essential for differentiation of healthy from disease states. The aims of this study were to establish normative values for MV apparatus size and morphology and to determine how they vary across age, sex, and race groups using data from the World Alliance Societies of Echocardiography Normal Values Study. METHODS Three-dimensional volumetric data sets obtained on transthoracic echocardiography in 748 normal subjects (51% men) were analyzed using commercial MV analysis software (TomTec Imaging Systems) to determine annular and leaflet dimensions and areas. The subjects were divided into groups by sex (378 men and 370 women) and age (18 to 40 years [n = 266], 41 to 65 years [n = 249], and >65 years [n = 233]) to identify sex- and age-related differences. In addition, differences among black, white, and Asian populations were studied. Inter- and intraobserver variability was assessed in a subset of 30 subjects and expressed as mean absolute difference between pairs of repeated measurements. RESULTS Compared with women, men had larger annular size measurements, larger tenting size parameters, and larger leaflet length and area. Compared with the black and white populations, the Asian population showed significantly smaller mitral annular size. Although many of the age, sex, and race differences in MV parameters were statistically significant, they were comparable with or smaller than the corresponding measurement variability. Indexing to body surface area and height did not eliminate these differences consistently, suggesting that parameters may need to be indexed according to their dimensionality. CONCLUSIONS This analysis of the World Alliance Societies of Echocardiography data provides normative values of mitral apparatus size and morphology. Although sex- and age-related differences were noted, they need to be interpreted with caution in view of the associated measurement variability.
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Affiliation(s)
| | | | | | | | - Tatsuya Miyoshi
- MedStar Health Research Institute, Washington, District of Columbia
| | | | | | | | | | | | | | | | | | | | | | - Denisa Muraru
- Instituto Auxologico Italiano, IRCCS, San Luca Hospital and University of Milano-Bicocca, Milan, Italy
| | | | | | | | - Ricardo Ronderos
- Instituto Cardiovascular de Buenos Aires, Buenos Aires, Argentina
| | | | | | - Masaaki Takeuchi
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Wendy Tsang
- Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | | | - Mei Zhang
- Qilu Hospital of Shandong University, Jinan, China
| | | | - Federico M Asch
- MedStar Health Research Institute, Washington, District of Columbia
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Addetia K, Miyoshi T, Amuthan V, Citro R, Daimon M, Fajardo PG, Kasliwal RR, Kirkpatrick JN, Monaghan MJ, Muraru D, Ogunyankin KO, Park SW, Ronderos RE, Sadeghpour A, Scalia GM, Takeuchi M, Tsang W, Tucay ES, Tude Rodrigues AC, Zhang Y, Hitschrich N, Blankenhagen M, Degel M, Schreckenberg M, Mor-Avi V, Asch FM, Lang RM. Normal Values of Left Ventricular Size and Function on 3D Echocardiography: Results of the World Alliance of Societies of Echocardiography Study. J Am Soc Echocardiogr 2021; 35:449-459. [PMID: 34920112 DOI: 10.1016/j.echo.2021.12.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 11/29/2021] [Accepted: 12/07/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Echocardiography remains the most widely used modality to assess left ventricular (LV) chamber size and function. Currently this assessment is most frequently performed using 2D echocardiography (2DE). Yet, 3D echocardiography (3DE) has been shown to be more accurate and reproducible than 2DE. Current normative reference values for 3D LV analysis are predominantly based on data from North America and Europe. The World Alliance of Societies of Echocardiography (WASE) study was a designed to sample normal subjects from around the world to provide more universal global reference ranges. In this study we sought to assess the world-wide feasibility of LV 3DE and report on size and function measurements. METHODS 2262 healthy subjects were prospectively enrolled from 19 centers in 15 countries. 3D LV full-volume datasets were obtained and analyzed offline with vendor-neutral software. Measurements included end-diastolic and end-systolic volumes (EDV, ESV), ejection fraction (EF), global longitudinal and circumferential strain (GLS and GCS). Results were categorized by age (18-40, 41-65 and >65 years), sex and race. RESULTS 1589 subjects (feasibility 70%) had adequate LV datasets for analysis. Mean normal values for indexed EDV, ESV and EF in men and women were 70 ± 15 and 65 ± 12 mL, 28 ± 7 and 25 ± 6 mL and 60 ± 5, 62 ± 5% respectively. Men had larger LV volumes and lower EF than women. GLS and GCS were higher in magnitude in women. In both sexes, LV volumes were lower and EF tended to be higher with increasing age, especially considering the differences between the youngest and oldest age groups. While GLS was similar across age groups in men, in women, the youngest and middle-age cohorts revealed higher magnitudes of GLS when compared to the oldest age group. GCS was higher in magnitude at older age in both men and women. Finally, Asians had smaller chamber sizes and higher EF and absolute strain values than both blacks and whites. CONCLUSIONS Age, sex, and race should be considered when defining normal reference values for LV dimension and function parameters obtained by 3DE.
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Singh A, Carvalho Singulane C, Miyoshi T, Prado AD, Addetia K, Bellino M, Daimon M, Gutierrez Fajardo P, Kasliwal RR, Kirkpatrick JN, Monaghan MJ, Muraru D, Ogunyankin KO, Park SW, Ronderos RE, Sadeghpour A, Scalia GM, Takeuchi M, Tsang W, Tucay ES, Tude Rodrigues AC, Vivekanandan A, Zhang Y, Schreckenberg M, Blankenhagen M, Degel M, Hitschrich N, Mor-Avi V, Asch FM, Lang RM. Normal Values of Left Atrial Size and Function and the Impact of Age: Results of the World Alliance Societies of Echocardiography Study. J Am Soc Echocardiogr 2021; 35:154-164.e3. [PMID: 34416309 DOI: 10.1016/j.echo.2021.08.008] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [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: 07/06/2021] [Revised: 08/06/2021] [Accepted: 08/10/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND Left atrial (LA) evaluation includes volumetric and functional parameters with an abundance of diagnostic and prognostic implications. Solid normal reference ranges are compulsory for accurate interpretation in individual patients, but previous studies have yielded mixed conclusions regarding the effects of age, sex, and/or race. The present report from the World Alliance Societies of Echocardiography study focuses on two-dimensional (2D) and three-dimensional (3D) measures of LA structure and function, with subgroup analysis by age, sex, and race. METHODS Transthoracic 2D and 3D echocardiographic images were obtained in 1,765 healthy individuals (901 men, 864 women) evenly distributed among age subgroups: 18 to 40 years (n = 745), 41 to 65 years (n = 618), and >65 years (n = 402); the racial distribution was 38.4% white, 39.9% Asian, and 9.7% black. Images were analyzed using dedicated LA analysis software to measure LA volumes and phasic function from 3D volume and 2D strain curves. RESULTS Three-dimensional maximum and minimum LA volumes adjusted for body surface area were nearly identical for men and women, but women demonstrated higher 3D total and passive emptying fractions (EFs). Two-dimensional reservoir strain was similar for both sexes. Age was associated with an incremental rise in LA volumes alongside characteristic shifts in functional indices. Total 2D EF and reservoir and conduit strain varied inversely with age, counteracted by higher booster strain, with a greater magnitude of effect in women. Active 3D EF was significantly higher, while total and passive EFs decreased with age. Interracial differences were noted in LA volumes, without substantial differences in functional indices. CONCLUSION Although similar normal values for LA volumes and strain can be applied to both sexes, meaningful differences in LA size occur with aging. Indices of function also shift with age, with a compensatory rise in booster function, which may serve to counteract observed lower total and passive EFs. Defining age-associated normal values may help differentiate age-associated "healthy" LA aging from pathologic processes.
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Affiliation(s)
| | | | - Tatsuya Miyoshi
- MedStar Health Research Institute, Washington, District of Columbia
| | - Aldo D Prado
- Centro Privado de Cardiologia, Tucumán, Argentina
| | | | | | | | | | | | | | | | - Denisa Muraru
- University of Milano-Bicocca and Istituto Auxologico Italiano, IRCCS, Milan, Italy
| | | | - Seung Woo Park
- Samsung Medical Center/Sungkyunkwan University School of Medicine, Seoul, Korea
| | | | - Anita Sadeghpour
- Rajaie Cardiovascular Medical Center, Iran University of Medical Sciences, Tehran, Iran
| | | | - Masaaki Takeuchi
- University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Wendy Tsang
- Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | | | | | | | - Yun Zhang
- Qilu Hospital of Shandong University, Jinan, China
| | | | | | - Markus Degel
- TomTec Imaging Systems, Unterschleissheim, Germany
| | | | | | - Federico M Asch
- MedStar Health Research Institute, Washington, District of Columbia
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Sodian R, Kruttschnitt M, Hitschrich N, Mumm B, Schnell C, Hagl C, Thierfelder N, König F. 3-dimensional printing for the diagnosis of left ventricular outflow tract obstruction after mitral valve replacement. Interact Cardiovasc Thorac Surg 2021; 32:724-726. [PMID: 33647986 DOI: 10.1093/icvts/ivaa319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 11/10/2020] [Accepted: 11/18/2020] [Indexed: 11/14/2022] Open
Abstract
The objective of this study was to evaluate the use of the generation of 3D models and 3D prints of complex cases for physicians at the example of an intricate left ventricular outflow tract obstruction (LVOTO). LVOTO is a known complication of mitral valve surgery. A 38-year-old female patient with increasing dyspnoea after mitral valve replacement was referred to our centre. Echocardiography showed a strut of the bioprosthetic heart valve protruding into the left ventricular outflow tract. However, the diagnosis of a LVOTO was difficult based on echocardiography alone. Therefore, we fabricated a physical model of the left ventricular outflow tract, the mitral valve, the aortic valve and the left ventricle. With this physical model in hand, we were able to visualize the LVOTO and to discuss potential therapeutic options. Moreover, we were able to plan the subsequent redo surgery in detail using the model. This case shows the benefit of 3D printing technologies for surgeons and patients, not only for analysis, but also during the decision-making and pre-operative planning process.
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Affiliation(s)
- Ralf Sodian
- Department of Thoracic and Cardiac Surgery, Heart Center, Lahr, Germany.,Department of Cardiac Surgery, Ludwig-Maximilians-University, Munich, Germany
| | - Michael Kruttschnitt
- Institute of Micro Technology and Medical Device Technology, Technical University of Munich, Garching, Germany
| | | | - Bernhard Mumm
- TOMTEC Imaging Systems GmbH, Unterschleißheim, Germany
| | | | - Christian Hagl
- Department of Cardiac Surgery, Ludwig-Maximilians-University, Munich, Germany
| | | | - Fabian König
- Department of Cardiac Surgery, Ludwig-Maximilians-University, Munich, Germany.,Institute of Medical Materials and Implants, Technical University of Munich, Garching, Germany
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Lang RM, Addetia K, Miyoshi T, Kebed K, Blitz A, Schreckenberg M, Hitschrich N, Mor-Avi V, Asch FM. Use of Machine Learning to Improve Echocardiographic Image Interpretation Workflow: A Disruptive Paradigm Change? J Am Soc Echocardiogr 2020; 34:443-445. [PMID: 33276079 DOI: 10.1016/j.echo.2020.11.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 11/23/2020] [Accepted: 11/25/2020] [Indexed: 01/24/2023]
Affiliation(s)
| | | | - Tatsuya Miyoshi
- MedStar Heart and Vascular Institute/Health Research Institute, Washington, D.C
| | - Kalie Kebed
- University of Chicago Medical Center, Chicago, Illinois
| | | | | | | | | | - Federico M Asch
- MedStar Heart and Vascular Institute/Health Research Institute, Washington, D.C
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Narang A, Hitschrich N, Mor-Avi V, Schreckenberg M, Schummers G, Tiemann K, Hitschrich D, Sodian R, Addetia K, Lang RM, Mumm B. Virtual Reality Analysis of Three-Dimensional Echocardiographic and Cardiac Computed Tomographic Data Sets. J Am Soc Echocardiogr 2020; 33:1306-1315. [DOI: 10.1016/j.echo.2020.06.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 06/20/2020] [Accepted: 06/22/2020] [Indexed: 12/13/2022]
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11
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Grob ATM, Hitschrich N, van de Waarsenburg MK, Withagen MIJ, Schweitzer KJ, van der Vaart CH. Changes in global strain of puborectalis muscle during pregnancy and postpartum. Ultrasound Obstet Gynecol 2018; 51:537-542. [PMID: 28397366 DOI: 10.1002/uog.17488] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 02/24/2017] [Accepted: 03/31/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE One of the functional parameters that can be assessed by ultrasound is muscle strain, which represents the extent of deformation of the muscle from its original shape when forces are applied to the tissue under study. The aim of this study was to evaluate the effect of pregnancy and delivery on the puborectalis muscle, by assessing changes in global strain of the muscle during and after pregnancy. METHODS This was a secondary analysis of a prospective observational study on the association between stress urinary incontinence and levator ani muscle avulsion after delivery. Two-hundred and eighty nulliparous pregnant women underwent four-dimensional transperineal ultrasound assessments at 12 and 36 weeks of gestation, and 6 months postpartum. Tomographic ultrasound images were constructed and the puborectalis muscle was delineated by hand using programming software. After delineation, the length of the midline of the puborectalis muscle was measured at rest and during maximum pelvic floor muscle contraction, and global strain was expressed as percentile difference. Postpartum results were analyzed separately for vaginal, operative (vacuum) vaginal and Cesarean delivery. Differences in global strain of the puborectalis muscle according to mode of delivery were compared using a paired-sample t-test. The effect of partial or complete avulsion of the puborectalis muscle on postpartum strain was evaluated by ANOVA. RESULTS In total, 254 datasets were analyzed. Global strain of the puborectalis muscle did not change during pregnancy, but after spontaneous or operative vaginal delivery the global strain diminished significantly. No significant change was observed in strain of the puborectalis muscle after Cesarean delivery. Women who suffered complete bilateral avulsion had significantly lower strain compared with women with an intact puborectalis muscle. CONCLUSION Spontaneous or operative vacuum vaginal birth and complete bilateral avulsion of the puborectalis muscle influence negatively the strain of the puborectalis muscle. Copyright © 2017 ISUOG. Published by John Wiley & Sons Ltd.
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Affiliation(s)
- A T M Grob
- Department of Reproductive Medicine and Gynecology, University Medical Center, Utrecht, The Netherlands
- MIRA Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands
| | | | - M K van de Waarsenburg
- Department of Reproductive Medicine and Gynecology, University Medical Center, Utrecht, The Netherlands
| | - M I J Withagen
- Department of Reproductive Medicine and Gynecology, University Medical Center, Utrecht, The Netherlands
| | - K J Schweitzer
- Department of Reproductive Medicine and Gynecology, University Medical Center, Utrecht, The Netherlands
| | - C H van der Vaart
- Department of Reproductive Medicine and Gynecology, University Medical Center, Utrecht, The Netherlands
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Sodian R, Abdelaziz S, Schnell C, Hegazy Y, Bauernschmitt R, Krutschnitt M, Hagl C, Hitschrich N. Three-Dimensional Printing for Diagnosis of Left Ventricular Outflow Obstruction after Bioprosthetic Mitral Valve Replacement. Thorac Cardiovasc Surg 2018. [DOI: 10.1055/s-0038-1628020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- R. Sodian
- Department of Thoracic and Cardiovascular Surgery, Herzzentrum Lahr, Lahr, Germany
| | - S. Abdelaziz
- Department of Thoracic and Cardiovascular Surgery, Herzzentrum Lahr, Lahr, Germany
| | - C. Schnell
- Department of Cardiology, Lahr Heart Center, Lahr, Germany
| | - Y. Hegazy
- Department of Thoracic and Cardiovascular Surgery, Herzzentrum Lahr, Lahr, Germany
| | - R. Bauernschmitt
- Department of Thoracic and Cardiovascular Surgery, Herzzentrum Lahr, Lahr, Germany
| | - M. Krutschnitt
- Department of Mechanical Engineering, TU München, Garching, Germany
| | - C. Hagl
- Department of Cardiac Surgery, LMU München, München, Germany
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