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Priya S, Hartigan T, Perry SS, Goetz S, Dalla Pria OAF, Walling A, Nagpal P, Ashwath R, Bi X, Chitiboi T. Utilizing Artificial Intelligence-Based Deformable Registration for Global and Layer-Specific Cardiac MRI Strain Analysis in Healthy Children and Young Adults. Acad Radiol 2024; 31:1643-1654. [PMID: 38177034 DOI: 10.1016/j.acra.2023.12.029] [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: 10/14/2023] [Revised: 12/19/2023] [Accepted: 12/19/2023] [Indexed: 01/06/2024]
Abstract
RATIONALE AND OBJECTIVES The absence of published reference values for multilayer-specific strain measurement using cardiac magnetic resonance (CMR) in young healthy individuals limits its use. This study aimed to establish normal global and layer-specific strain values in healthy children and young adults using a deformable registration algorithm (DRA). MATERIALS AND METHODS A retrospective study included 131 healthy children and young adults (62 males and 69 females) with a mean age of 16.6 ± 3.9 years. CMR examinations were conducted using 1.5T scanners, and strain analysis was performed using TrufiStrain research prototype software (Siemens Healthineers, Erlangen, Germany). Global and layer-specific strain parameters were extracted from balanced Steady-state free precession cine images. Statistical analyses were conducted to evaluate the impact of demographic variables on strain measurements. RESULTS The peak global longitudinal strain (LS) was -16.0 ± 3.0%, peak global radial strain (RS) was 29.9 ± 6.3%, and peak global circumferential strain (CS) was -17.0 ± 1.8%. Global LS differed significantly between males and females. Transmural strain analysis showed a consistent pattern of decreasing LS and CS from endocardium to epicardium, while radial strain increased. Basal-to-apical strain distribution exhibited decreasing LS and increasing CS in both global and layer-specific analysis. CONCLUSION This study uses DRA to provide reference values for global and layer-specific strain in healthy children and young adults. The study highlights the impact of sex and age on LS and body mass index on RS. These insights are vital for future cardiac assessments in children, particularly for early detection of heart diseases.
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Affiliation(s)
- Sarv Priya
- Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.).
| | - Tyler Hartigan
- Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.)
| | - Sarah S Perry
- Department of Biostatistics, University of Iowa, Iowa City, Iowa (S.S.P.)
| | - Sawyer Goetz
- Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.)
| | - Otavio Augusto Ferreira Dalla Pria
- Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.)
| | - Abigail Walling
- Department of Radiology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA 52242 (S.P., T.H., S.G., O.A.F.D.P., A.W.)
| | - Prashant Nagpal
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin (P.N.)
| | - Ravi Ashwath
- Division of Pediatric Cardiology, Department of Pediatrics, University of Iowa Hospitals and Clinics, Iowa City, Iowa (R.A.)
| | - Xiaoming Bi
- MR R&D, Siemens Medical Solutions USA, Inc., Los Angeles, California (X.B.)
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Romanowicz J, Ferraro AM, Harrington JK, Sleeper LA, Adar A, Levy PT, Powell AJ, Harrild DM. Pediatric Normal Values and Z Score Equations for Left and Right Ventricular Strain by Two-Dimensional Speckle-Tracking Echocardiography Derived from a Large Cohort of Healthy Children. J Am Soc Echocardiogr 2023; 36:310-323. [PMID: 36414123 DOI: 10.1016/j.echo.2022.11.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 11/16/2022] [Accepted: 11/16/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Strain values vary with age in children and are both vendor and platform specific. Philips QLAB 10.8 and TomTec AutoSTRAIN are two widely used strain analysis platforms, and both incorporate recent European Association of Cardiovascular Imaging/American Society of Echocardiography/Industry Task Force to Standardize Deformation Imaging guidelines. The aims of this study were to establish normal strain values and Z scores for both platforms using a large data set of healthy children and to compare values among these two platforms and a previous version, QLAB 10.5, which predated the task force guidelines. METHODS Echocardiograms from 1,032 subjects <21 years old with structurally and functionally normal hearts were included. Images were obtained on the Philips EPIQ platform. Left ventricular (LV) and right ventricular (RV) strain was analyzed using QLAB 10.8 and AutoSTRAIN, and measurement reliability was assessed. Z score equations were derived as a function of age for QLAB 10.8 (LV longitudinal and circumferential strain) and AutoSTRAIN (LV and RV longitudinal strain). A subset (n = 309) was analyzed using QLAB 10.5. Strain values were compared among the three platforms. RESULTS For both of the newer platforms, strain varied with age, with magnitude reaching a maximum at 4 to 5 years. For LV longitudinal strain, the largest differences in value were observed in the youngest patients when using QLAB 10.5; the other two platforms were similar. LV circumferential strain measurements (QLAB 10.5 vs QLAB 10.8) were different for all ages, as were measurements of RV longitudinal strain (QLAB 10.8 vs AutoSTRAIN). Reliability was greater for AutoSTRAIN than for QLAB 10.8 and greater for LV than for RV strain. CONCLUSIONS Normal RV and LV strain values and Z scores were generated from a large cohort of children for two commonly used platforms in pediatric echocardiography laboratories. Following the incorporation of task force guidelines, the greatest improvement in standardization was seen in infants. Small differences persist between modern platforms; however, these results support the cautious consideration of comparing interplatform measurements.
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Affiliation(s)
- Jennifer Romanowicz
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts.
| | - Alessandra M Ferraro
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Jamie K Harrington
- Department of Pediatrics, Division of Pediatric Cardiology, College of Physicians and Surgeons, Columbia University, New York, New York
| | - Lynn A Sleeper
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Adi Adar
- Pediatric Cardiology Institute, Schneider Children's Medical Center, Petah Tikva, Israel
| | - Philip T Levy
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Andrew J Powell
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - David M Harrild
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Voges I, Negwer I, Caliebe A, Boroni Grazioli S, Daubeney PEF, Uebing A, Pennell DJ, Krupickova S. Myocardial Deformation in the Pediatric Age Group: Normal Values for Strain and Strain Rate Using 2D Magnetic Resonance Feature Tracking. J Magn Reson Imaging 2022; 56:1382-1392. [PMID: 35072310 DOI: 10.1002/jmri.28073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 01/05/2022] [Accepted: 01/08/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Myocardial deformation can be assessed from routine cardiac magnetic resonance (MR) images using two-dimensional feature tracking (2D-FT). Although reference values are essential for implementation of strain imaging in clinical practice, data for the healthy pediatric age group are limited. PURPOSE To provide pediatric MR reference values for strain and strain rate for all four heart chambers. STUDY TYPE Retrospective. SUBJECTS One hundred and fifty-seven healthy children from two institutions (102 male, age 4.7-18 years). FIELD STRENGTH/SEQUENCE 1.5 T; balanced steady-state free precession sequence. ASSESSMENT Left ventricular (LV) global and regional longitudinal, circumferential, and radial strain and strain rate as well as right ventricular (RV) and atrial global and regional longitudinal strain and strain rate were measured in two-, three-, and four-chamber views and the short axis stack. The relationships between strain parameters and age, height, weight, and gender were investigated. Age- and height-specific centile curves and tables were created for LV strain and strain rate. For all other global strain parameters, the mean was calculated as a reference. STATISTICAL TESTS Lambda-mu-sigma (LMS)-method of Cole and Green, univariable, and multivariable linear regression models. A P value <0.05 was considered to be statistically significant. RESULTS Age, height and weight had a significant influence on LV global strain values. These parameters also showed an influence on RV strain but only in boys (girls P = 0.12) and none of the variables had a significant influence on atrial strain (P = 0.19-0.49). Gender differences were only found for RV strain values. DATA CONCLUSION Pediatric potential reference values for myocardial deformation parameters of both ventricles and atria are provided. The values may serve as a reference in future studies and clinical practice. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 5.
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Affiliation(s)
- Inga Voges
- Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany.,German Centre for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Kiel, Germany
| | - Inken Negwer
- Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Amke Caliebe
- Department of Medical Informatics and Statistics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany.,Medical Faculty, Kiel University, Kiel, Germany
| | - Simona Boroni Grazioli
- Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Piers E F Daubeney
- Department of Pediatric Cardiology, Royal Brompton Hospital, London, UK.,Cardiovascular Sciences, Imperial College, London, UK
| | - Anselm Uebing
- Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany.,German Centre for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Kiel, Germany
| | - Dudley J Pennell
- Cardiovascular Sciences, Imperial College, London, UK.,CMR Unit, Royal Brompton Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Sylvia Krupickova
- Department of Pediatric Cardiology, Royal Brompton Hospital, London, UK.,Cardiovascular Sciences, Imperial College, London, UK.,CMR Unit, Royal Brompton Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK
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Sabatino J, Leo I, Strangio A, Bella SL, Borrelli N, Avesani M, Josen M, Paredes J, Piccinelli E, Sirico D, Pergola V, Fraisse A, De Rosa S, Indolfi C, Di Salvo G. Echocardiographic Normal Reference Ranges for Non-invasive Myocardial Work Parameters in Pediatric Age: Results From an International Multi-Center Study. Front Cardiovasc Med 2022; 9:792622. [PMID: 35548421 PMCID: PMC9081714 DOI: 10.3389/fcvm.2022.792622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 03/17/2022] [Indexed: 11/30/2022] Open
Abstract
Aims This international multi-center study aimed to demonstrate the feasibility and reliability of non-invasive myocardial work (MW) parameters in the pediatric population, and to provide normal reference ranges for this useful echocardiographic tool in this specific subset of patients. Methods and Results In this retrospective multi-center study involving three pediatric laboratories, 150 healthy children and adolescents (mean age of 10.6 ± 4.5, 91 males) were enrolled. A complete echocardiographic examination has been performed, including global longitudinal strain (GLS) assessment. The following parameters of non-invasive MW have been obtained through a dedicated software: global work index (GWI), global constructive work (GCW), global work waste (GWW), and global work efficiency (GWE), using left ventricular (LV) strain loops and non-invasive brachial artery cuff pressure values. The lowest expected values were for GWI 1,723 mmHg% in males and 1,682 mmHg% in females, for GCW 2,089 and 2,106 mmHg%, for GWE 95.9 and 95.5% whereas the highest expected value for GWW was 78 mmHg% in men and 90 mmHg% in women. The univariable and multivariable analysis showed significant associations between either GWI or GCW with SBP (β coefficient = 0.446, p < 0.001; β coefficient = 0.456, p < 0.001, respectively) and LV GLS (β coefficient = −0.268, p = 0.001; β coefficient = −0.233, p = 0.003, respectively). Inter- and intra-observer variability showed good reproducibility of non-invasive MW parameters. Conclusion Non-invasive MW parameters were feasible and reliable in the pediatric population. This study provided normal reference ranges of these useful echocardiographic indices.
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Affiliation(s)
- Jolanda Sabatino
- Division of Paediatric Cardiology, Department of Women's and Children's Health, University Hospital Padua, Padua, Italy
- Pediatric Research Institute (IRP) “Città della Speranza”, Padua, Italy
- Division of Cardiology, Department of Medical and Surgical Science, Magna Graecia University, Catanzaro, Italy
- Cardiovascular Research Center, Magna Graecia University, Catanzaro, Italy
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Isabella Leo
- Division of Cardiology, Department of Medical and Surgical Science, Magna Graecia University, Catanzaro, Italy
| | - Antonio Strangio
- Division of Cardiology, Department of Medical and Surgical Science, Magna Graecia University, Catanzaro, Italy
| | - Sabrina La Bella
- Division of Cardiology, Department of Medical and Surgical Science, Magna Graecia University, Catanzaro, Italy
| | - Nunzia Borrelli
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Martina Avesani
- Division of Paediatric Cardiology, Department of Women's and Children's Health, University Hospital Padua, Padua, Italy
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Manjit Josen
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Josefa Paredes
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Enrico Piccinelli
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Domenico Sirico
- Division of Paediatric Cardiology, Department of Women's and Children's Health, University Hospital Padua, Padua, Italy
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Valeria Pergola
- Department of Cardiac Thoracic Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Alain Fraisse
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Salvatore De Rosa
- Division of Cardiology, Department of Medical and Surgical Science, Magna Graecia University, Catanzaro, Italy
- Cardiovascular Research Center, Magna Graecia University, Catanzaro, Italy
| | - Ciro Indolfi
- Division of Cardiology, Department of Medical and Surgical Science, Magna Graecia University, Catanzaro, Italy
- Cardiovascular Research Center, Magna Graecia University, Catanzaro, Italy
| | - Giovanni Di Salvo
- Division of Paediatric Cardiology, Department of Women's and Children's Health, University Hospital Padua, Padua, Italy
- Pediatric Research Institute (IRP) “Città della Speranza”, Padua, Italy
- Department of Paediatric Cardiology, Royal Brompton Hospital, London, United Kingdom
- National Heart and Lung Institute, Imperial College, London, United Kingdom
- *Correspondence: Giovanni Di Salvo
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Echocardiographic Reference Ranges of Non-invasive Myocardial Work Indices in Children. Pediatr Cardiol 2022; 43:82-91. [PMID: 34331081 DOI: 10.1007/s00246-021-02695-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 07/23/2021] [Indexed: 10/20/2022]
Abstract
Global myocardial work (GMW) is an emerging method to characterize left ventricle (LV) function with potential advantages over both ejection fraction and global longitudinal strain (GLS). We aimed to determine the feasibility and reproducibility for echocardiographic-derived GMW in a healthy pediatric population; establish normal reference values; and investigate the influence of age, gender, and other clinical factor on normal reference ranges. We prospectively enrolled 212 individuals (median age of 9 years; interquartile range, 6 to 12 years, 112 female). Global work index (GWI), global constructive work (GCW), global wasted work (GWW), and global work efficiency (GWE) were measured from LV pressure-strain loops. Quantification of GMW was performed using a GE Vivid E95 system and available software package (Echopac V.203, GE). The mean LV EF was 64 ± 3% with GLS of -21.3 ± 1.5%. GWI was 1688 ± 219 mmHg% with mean GWE of 96.5 ± 1.4%. The GCW was 1959 ± 207 mmHg%, and the mean GWW of 61.1 ± 30.9 mmHg%. No significant difference was found in MW indices across age group and gender (p > 0.05 for all). There were significant correlations between both GWI and GCW with GLS and systolic blood pressure (p < 0.001), but not with GWE and GWW. Linear regression model revealed that GWI and GCW were more closely correlated with systolic blood pressure than GLS. LV MW indices had good intra-observer and inter-observer reproducibility. This study establishes both the feasibility and reference ranges for non-invasive echocardiographic indices of GMW in healthy children. Myocardial work appears to be a complementary modality to assess LV performance in children.
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Luo X, Ge Q, Su J, Zhou N, Li P, Xiao X, Chen Y, Wang D, Ma Y, Ma L, Zhu Y. Normal ranges of non-invasive left ventricular myocardial work indices in healthy young people. Front Pediatr 2022; 10:1000556. [PMID: 36160770 PMCID: PMC9500312 DOI: 10.3389/fped.2022.1000556] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 08/24/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Echocardiographic global myocardial work (GMW) indices recently emerged to non-invasively evaluate left ventricular (LV) myocardial performance with less load-dependence than LV ejection fraction (LVEF) or global longitudinal strain (GLS). Yet, few data exist on the descriptions of LV GMW indices in young people. We therefore aimed to provide normal reference values of LV GMW in a healthy young cohort, and simultaneously to investigate factors associated with non-invasive GMW indices. MATERIALS AND METHODS A total of 155 healthy young people (age 10-24 years, 59% male) underwent transthoracic echocardiography were recruited and further stratified for age groups and divided by gender. Two-dimensional speckle-tracking echocardiography (2D-STE) were performed to determine LV GLS, peak strain dispersion (PSD) and GMW indices, which include global work index (GWI), global constructive work (GCW), global wasted work (GWW), and global work efficiency (GWE). LV peak systolic pressure was assumed to be equal to the systolic brachial artery cuff blood pressure. RESULTS Age and gender specific normal ranges for LV GMW indices were presented. On multivariable analysis, GWI and GCW correlated more closely with systolic blood pressure (SBP) than LV GLS, while both GWW and GWE independently correlated with PSD (P < 0.05 for all). There were no associations between any of the GMW indices with age, sex, body mass index, heart rate, left ventricular mass index as well as LV sizes or LVEF. Of noted, LV GMW indices had good intra-observer and inter-observer reproducibility. CONCLUSION We reported echocardiographic reference ranges for non-invasive LV GMW indices in a large group of healthy young subjects, which are reproducible and reliable, and thus can be further used when assessing subclinical dysfunction in young people with myocardial diseases.
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Affiliation(s)
- Xiuxia Luo
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Quanrong Ge
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Jin Su
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Ning Zhou
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Ping Li
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Xu Xiao
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Yan Chen
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Dong Wang
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Yujing Ma
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Li Ma
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Yongsheng Zhu
- Department of Ultrasonography, Shenzhen Hospital, Southern Medical University, Shenzhen, China
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