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Yan T, Qin J, Zhang Y, Li Q, Han B, Jin X. Research and application of intelligent image processing technology in the auxiliary diagnosis of aortic coarctation. Front Pediatr 2023; 11:1131273. [PMID: 36911025 PMCID: PMC9996173 DOI: 10.3389/fped.2023.1131273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 02/06/2023] [Indexed: 02/25/2023] Open
Abstract
Objective To explore the application of the proposed intelligent image processing method in the diagnosis of aortic coarctation computed tomography angiography (CTA) and to clarify its value in the diagnosis of aortic coarctation based on the diagnosis results. Methods Fifty-three children with coarctation of the aorta (CoA) and forty children without CoA were selected to constitute the study population. CTA was performed on all subjects. The minimum diameters of the ascending aorta, proximal arch, distal arch, isthmus, and descending aorta were measured using manual and intelligent methods, respectively. The Wilcoxon signed-rank test was used to analyze the differences between the two measurements. The surgical diagnosis results were used as the gold standard, and the diagnostic results obtained by the two measurement methods were compared with the gold standard to quantitatively evaluate the diagnostic results of CoA by the two measurement methods. The Kappa test was used to analyze the consistency of intelligence diagnosis results with the gold standard. Results Whether people have CoA or not, there was a significant difference (p < 0.05) in the measurements of the minimum diameter at most sites using the two methods. However, close final diagnoses were made using the intelligent method and the manual. Meanwhile, the intelligent measurement method obtained higher accuracy, specificity, and AUC (area under the curve) compared to manual measurement in diagnosing CoA based on Karl's classification (accuracy = 0.95, specificity = 0.9, and AUC = 0.94). Furthermore, the diagnostic results of the intelligence method applied to the three criteria agreed well with the gold standard (all kappa ≥ 0.8). The results of the comparative analysis showed that Karl's classification had the best diagnostic effect on CoA. Conclusion The proposed intelligent method based on image processing can be successfully applied to assist in the diagnosis of CoA.
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Affiliation(s)
- Taocui Yan
- Medical Data Science Academy, College of Medical Informatics, Chongqing Medical University, Chongqing, China
| | - Jinjie Qin
- Department of Radiology, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Yulin Zhang
- Technology Research and Development Department of Chongqing Intech Technology Co., LTD, Chongqing,, China
| | - Qiuni Li
- Medical Data Science Academy, College of Medical Informatics, Chongqing Medical University, Chongqing, China
| | - Baoru Han
- Medical Data Science Academy, College of Medical Informatics, Chongqing Medical University, Chongqing, China
| | - Xin Jin
- Department of Cardiothoracic Surgery, Ministry of Education Key Laboratory of Child Development and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, National Clinical Research Center for Child Health and Disorders, Chongqing Key Laboratory of Pediatrics, Children's Hospital of Chongqing Medical University, Chongqing, China
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Jacobs JP, Franklin RCG, Béland MJ, Spicer DE, Colan SD, Walters HL, Bailliard F, Houyel L, St Louis JD, Lopez L, Aiello VD, Gaynor JW, Krogmann ON, Kurosawa H, Maruszewski BJ, Stellin G, Weinberg PM, Jacobs ML, Boris JR, Cohen MS, Everett AD, Giroud JM, Guleserian KJ, Hughes ML, Juraszek AL, Seslar SP, Shepard CW, Srivastava S, Cook AC, Crucean A, Hernandez LE, Loomba RS, Rogers LS, Sanders SP, Savla JJ, Tierney ESS, Tretter JT, Wang L, Elliott MJ, Mavroudis C, Tchervenkov CI. Nomenclature for Pediatric and Congenital Cardiac Care: Unification of Clinical and Administrative Nomenclature - The 2021 International Paediatric and Congenital Cardiac Code (IPCCC) and the Eleventh Revision of the International Classification of Diseases (ICD-11). World J Pediatr Congenit Heart Surg 2021; 12:E1-E18. [PMID: 34304616 DOI: 10.1177/21501351211032919] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Substantial progress has been made in the standardization of nomenclature for paediatric and congenital cardiac care. In 1936, Maude Abbott published her Atlas of Congenital Cardiac Disease, which was the first formal attempt to classify congenital heart disease. The International Paediatric and Congenital Cardiac Code (IPCCC) is now utilized worldwide and has most recently become the paediatric and congenital cardiac component of the Eleventh Revision of the International Classification of Diseases (ICD-11). The most recent publication of the IPCCC was in 2017. This manuscript provides an updated 2021 version of the IPCCC. The International Society for Nomenclature of Paediatric and Congenital Heart Disease (ISNPCHD), in collaboration with the World Health Organization (WHO), developed the paediatric and congenital cardiac nomenclature that is now within the eleventh version of the International Classification of Diseases (ICD-11). This unification of IPCCC and ICD-11 is the IPCCC ICD-11 Nomenclature and is the first time that the clinical nomenclature for paediatric and congenital cardiac care and the administrative nomenclature for paediatric and congenital cardiac care are harmonized. The resultant congenital cardiac component of ICD-11 was increased from 29 congenital cardiac codes in ICD-9 and 73 congenital cardiac codes in ICD-10 to 318 codes submitted by ISNPCHD through 2018 for incorporation into ICD-11. After these 318 terms were incorporated into ICD-11 in 2018, the WHO ICD-11 team added an additional 49 terms, some of which are acceptable legacy terms from ICD-10, while others provide greater granularity than the ISNPCHD thought was originally acceptable. Thus, the total number of paediatric and congenital cardiac terms in ICD-11 is 367. In this manuscript, we describe and review the terminology, hierarchy, and definitions of the IPCCC ICD-11 Nomenclature. This article, therefore, presents a global system of nomenclature for paediatric and congenital cardiac care that unifies clinical and administrative nomenclature.The members of ISNPCHD realize that the nomenclature published in this manuscript will continue to evolve. The version of the IPCCC that was published in 2017 has evolved and changed, and it is now replaced by this 2021 version. In the future, ISNPCHD will again publish updated versions of IPCCC, as IPCCC continues to evolve.
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Affiliation(s)
- Jeffrey P Jacobs
- Congenital Heart Center, UF Health Shands Hospital, Division of Cardiovascular Surgery, Departments of Surgery and Pediatrics, University of Florida, Gainesville, Florida, United States of America
| | - Rodney C G Franklin
- Paediatric Cardiology Department, Royal Brompton & Harefield NHS Trust, London, United Kingdom
| | - Marie J Béland
- Division of Paediatric Cardiology, The Montreal Children's Hospital of the McGill University Health Centre, Montréal, Québec, Canada
| | - Diane E Spicer
- Congenital Heart Center, UF Health Shands Hospital, Division of Cardiovascular Surgery, Departments of Surgery and Pediatrics, University of Florida, Gainesville, Florida, United States of America.,Johns Hopkins All Children's Hospital, Johns Hopkins University, Saint Petersburg, Florida, United States of America
| | - Steven D Colan
- Department of Cardiology, Boston Children's Hospital, Harvard University, Boston, Massachusetts, United States of America
| | - Henry L Walters
- Cardiovascular Surgery, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Frédérique Bailliard
- Bailliard Henry Pediatric Cardiology, Raleigh, North Carolina, United States of America.,Duke University, Durham, North Carolina, United States of America
| | - Lucile Houyel
- Congenital and Pediatric Medico-Surgical Unit, Necker Hospital-M3C, Paris, France
| | - James D St Louis
- Department of Surgery and Pediatrics, Children Hospital of Georgia, Augusta University, Augusta, Georgia
| | - Leo Lopez
- Lucile Packard Children's Hospital Stanford, Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Vera D Aiello
- Heart Institute (InCor), University of São Paulo School of Medicine, São Paulo, Brazil
| | - J William Gaynor
- Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Otto N Krogmann
- Pediatric Cardiology-Congenital Heart Disease, Heart Center Duisburg, Duisburg, Germany
| | - Hiromi Kurosawa
- Cardiovascular Surgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Bohdan J Maruszewski
- Department for Pediatric and Congenital Heart Surgery, Children's Memorial Health Institute, Warsaw, Poland
| | - Giovanni Stellin
- Pediatric and Congenital Cardiac Surgical Unit, Department of Cardiothoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Paul Morris Weinberg
- Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | | | - Jeffrey R Boris
- Jeffrey R. Boris, MD LLC, Moylan, Pennsylvania, United States of America
| | - Meryl S Cohen
- Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Allen D Everett
- Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Jorge M Giroud
- All Children's Hospital, Saint Petersburg, Florida, United States of America
| | - Kristine J Guleserian
- Congenital Heart Surgery, Medical City Children's Hospital, Dallas, Texas, United States of America
| | - Marina L Hughes
- Cardiology Department, Norfolk and Norwich University Hospital NHS Trust, United Kingdom
| | - Amy L Juraszek
- Terry Heart Institute, Wolfson Children's Hospital, Jacksonville, Florida, United States of America
| | - Stephen P Seslar
- Department of Pediatrics, Division of Pediatric Cardiology, Seattle Children's Hospital, University of Washington, Seattle, Washington, United States of America
| | - Charles W Shepard
- Children's Heart Clinic of Minneapolis, Minneapolis, Minnesota, United States of America
| | - Shubhika Srivastava
- Division of Cardiology, Department of Cardiovascular Medicine, Nemours Cardiac Center at the Alfred I. duPont Hospital for Children, Wilmington, Delaware, United States of America
| | - Andrew C Cook
- Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Adrian Crucean
- Congenital Heart Surgery, Birmingham Women's and Children's Foundation Trust Hospital, University of Birmingham, Birmingham, United Kingdom
| | - Lazaro E Hernandez
- Joe DiMaggio Children's Hospital Heart Institute, Hollywood, Florida, United States of America
| | - Rohit S Loomba
- Advocate Children's Heart Institute, Advocate Children's Hospital, Oak Lawn, Illinois, United States of America
| | - Lindsay S Rogers
- Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Stephen P Sanders
- Cardiovascular Surgery, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, Michigan, United States of America
| | - Jill J Savla
- Cardiac Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Elif Seda Selamet Tierney
- Lucile Packard Children's Hospital Stanford, Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Justin T Tretter
- Department of Pediatrics, Heart Institute, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Lianyi Wang
- Heart Centre, First Hospital of Tsinghua University, Beijing, China
| | | | - Constantine Mavroudis
- Johns Hopkins University, Baltimore, Maryland, United States of America.,Peyton Manning Children's Hospital, Indianapolis, Indiana, United States of America
| | - Christo I Tchervenkov
- Division of Cardiovascular Surgery, The Montreal Children's Hospital of the McGill University Health Centre, Montréal, Québec, Canada
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Giroud JM, Jacobs JP, Spicer D, Backer C, Martin GR, Franklin RCG, Béland MJ, Krogmann ON, Aiello VD, Colan SD, Everett AD, William Gaynor J, Kurosawa H, Maruszewski B, Stellin G, Tchervenkov CI, Walters HL, Weinberg P, Anderson RH, Elliott MJ. Report From The International Society for Nomenclature of Paediatric and Congenital Heart Disease. World J Pediatr Congenit Heart Surg 2010; 1:300-13. [PMID: 23804886 DOI: 10.1177/2150135110379622] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Tremendous progress has been made in the field of pediatric heart disease over the past 30 years. Although survival after heart surgery in children has improved dramatically, complications still occur, and optimization of outcomes for all patients remains a challenge. To improve outcomes, collaborative efforts are required and ultimately depend on the possibility of using a common language when discussing pediatric and congenital heart disease. Such a universal language has been developed and named the International Pediatric and Congenital Cardiac Code (IPCCC). To make the IPCCC more universally understood, efforts are under way to link the IPCCC to pictures and videos. The Archiving Working Group is an organization composed of leaders within the international pediatric cardiac medical community and part of the International Society for Nomenclature of Paediatric and Congenital Heart Disease ( www.ipccc.net ). Its purpose is to illustrate, with representative images of all types and formats, the pertinent aspects of cardiac diseases that affect neonates, infants, children, and adults with congenital heart disease, using the codes and definitions associated with the IPCCC as the organizational backbone. The Archiving Working Group certifies and links images and videos to the appropriate term and definition in the IPCCC. These images and videos are then displayed in an electronic format on the Internet. The purpose of this publication is to report the recent progress made by the Archiving Working Group in establishing an Internet-based, image encyclopedia that is based on the standards of the IPCCC.
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Affiliation(s)
- Jorge M. Giroud
- The Congenital Heart Institute of Florida (CHIF), Division of Pediatric Cardiology, All Children’s Hospital and Children’s Hospital of Tampa, University of South Florida College of Medicine, Pediatric Cardiology Associates/Pediatrix Medical Group, Saint Petersburg and Tampa, FL, USA
| | - Jeffrey P. Jacobs
- The Congenital Heart Institute of Florida (CHIF), Division of Thoracic and Cardiovascular Surgery, All Children’s Hospital and Children’s Hospital of Tampa, University of South Florida College of Medicine, Cardiac Surgical Associates of Florida (CSSofF), Saint Petersburg and Tampa, FL, USA
| | - Diane Spicer
- The Congenital Heart Institute of Florida (CHIF), Division of Pediatric Cardiology, All Children’s Hospital and Children’s Hospital of Tampa, University of South Florida College of Medicine, Pediatric Cardiology Associates/Pediatrix Medical Group, Saint Petersburg and Tampa, FL, USA
- The Congenital Heart Institute of Florida (CHIF), Division of Thoracic and Cardiovascular Surgery, All Children’s Hospital and Children’s Hospital of Tampa, University of South Florida College of Medicine, Cardiac Surgical Associates of Florida (CSSofF), Saint Petersburg and Tampa, FL, USA
| | - Carl Backer
- Children’s Memorial Hospital, Chicago, IL, USA
| | - Gerard R. Martin
- Center for Heart, Lung and Kidney Disease, Children’s National Medical Center, Washington, DC, USA
| | | | - Marie J. Béland
- Division of Pediatric Cardiology, The Montreal Children’s Hospital of the McGill University Health Centre, Montréal, Quebec, Canada
| | - Otto N. Krogmann
- Paediatric Cardiology–CHD, Heart Center Duisburg, Duisburg, Germany
| | - Vera D. Aiello
- Heart Institute (InCor), Sao Paulo University, School of Medicine, Sao Paulo, Brazil
| | - Steven D. Colan
- Department of Cardiology, Children’s Hospital, Boston, MA, USA
| | - Allen D. Everett
- Pediatric Cardiology, Johns Hopkins University, Baltimore, MD, USA
| | - J. William Gaynor
- Cardiac Surgery, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Hiromi Kurosawa
- Cardiovascular Surgery, Heart Institute of Japan, Tokyo Women’s Medical University, Tokyo, Japan
| | - Bohdan Maruszewski
- The Children’s Memorial Health Institute, Department of Cardiothoracic Surgery, Warsaw, Poland
| | - Giovanni Stellin
- Pediatric Cardiac Surgery Unit, University of Padova Medical School, Padova, Italy
| | - Christo I. Tchervenkov
- Division of Pediatric Cardiovascular Surgery, The Montreal Children’s Hospital of the McGill University Health Centre, Montréal, Quebec, Canada
| | - Henry L. Walters
- Children’s Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI, USA
| | - Paul Weinberg
- Division of Pediatric Cardiology, The Children’s Hospital of Philadelphia, PA, USA
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Jacobs JP, Maruszewski B, Kurosawa H, Jacobs ML, Mavroudis C, Lacour-Gayet FG, Tchervenkov CI, Walters H, Stellin G, Ebels T, Tsang VT, Elliott MJ, Murakami A, Sano S, Mayer JE, Edwards FH, Quintessenza JA. Congenital heart surgery databases around the world: do we need a global database? Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 2010; 13:3-19. [PMID: 20307856 DOI: 10.1053/j.pcsu.2010.02.003] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The question posed in the title of this article is: "Congenital Heart Surgery Databases Around the World: Do We Need a Global Database?" The answer to this question is "Yes and No"! Yes--we need to create a global database to track the outcomes of patients with pediatric and congenital heart disease. No--we do not need to create a new "global database." Instead, we need to create a platform that allows for the linkage of currently existing continental subspecialty databases (and continental subspecialty databases that might be created in the future) that will allow for the seamless sharing of multi-institutional longitudinal data across temporal, geographical, and subspecialty boundaries. This review article will achieve the following objectives: (A) Consider the current state of analysis of outcomes of treatments for patients with congenitally malformed hearts. (B) Present some principles that might make it possible to achieve life-long longitudinal monitoring and follow-up. (C) Describe the rationale for the creation of a Global Federated Multispecialty Congenital Heart Disease Database. (D) Propose a methodology for the creation of a Global Federated Multispecialty Congenital Heart Disease Database that is based on linking together currently existing databases without creating a new database. To perform meaningful multi-institutional analyses, any database must incorporate the following six essential elements: (1) Use of a common language and nomenclature. (2) Use of a database with an established uniform core dataset for collection of information. (3) Incorporation of a mechanism to evaluate the complexity of cases. (4) Implementation of a mechanism to assure and verify the completeness and accuracy of the data collected. (5) Collaboration between medical and surgical subspecialties. (6) Standardization of protocols for life-long longitudinal follow-up. Analysis of outcomes must move beyond recording 30-day or hospital mortality, and encompass longer-term follow-up, including cardiac and non-cardiac morbidities, and importantly, those morbidities impacting health-related quality of life. Methodologies must be implemented in our databases to allow uniform, protocol-driven, and meaningful long-term follow-up. We need to create a platform that allows for the linkage of currently existing continental subspecialty databases (and continental subspecialty databases that might be created in the future) that will allow for the seamless sharing of multi-institutional longitudinal data across temporal, geographical, and subspecialty boundaries. This "Global Federated Multispecialty Congenital Heart Disease Database" will not be a new database, but will be a platform that effortlessly links multiple databases and maintains the integrity of these extant databases. Description of outcomes requires true multi-disciplinary involvement, and should include surgeons, cardiologists, anesthesiologists, intensivists, perfusionists, neurologists, educators, primary care physicians, nurses, and physical therapists. Outcomes should determine primary therapy, and as such must be monitored life-long. The relatively small numbers of patients with congenitally malformed hearts requires multi-institutional cooperation to accomplish these goals. The creation of a Global Federated Multispecialty Congenital Heart Disease Database that links extant databases from pediatric cardiology, pediatric cardiac surgery, pediatric cardiac anesthesia, and pediatric critical care will create a platform for improving patient care, research, and teaching related to patients with congenital and pediatric cardiac disease.
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Affiliation(s)
- Jeffrey Phillip Jacobs
- The Congenital Heart Institute of Florida, All Children's Hospital and Children's Hospital of Tampa, and Department of Surgery, University of South Florida College of Medicine, 625 Sixth Ave. South, St Petersburg, FL 33701, USA.
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Nomenclature and databases for the surgical treatment of congenital cardiac disease--an updated primer and an analysis of opportunities for improvement. Cardiol Young 2008; 18 Suppl 2:38-62. [PMID: 19063775 DOI: 10.1017/s1047951108003028] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This review discusses the historical aspects, current state of the art, and potential future advances in the areas of nomenclature and databases for the analysis of outcomes of treatments for patients with congenitally malformed hearts. We will consider the current state of analysis of outcomes, lay out some principles which might make it possible to achieve life-long monitoring and follow-up using our databases, and describe the next steps those involved in the care of these patients need to take in order to achieve these objectives. In order to perform meaningful multi-institutional analyses, we suggest that any database must incorporate the following six essential elements: use of a common language and nomenclature, use of an established uniform core dataset for collection of information, incorporation of a mechanism of evaluating case complexity, availability of a mechanism to assure and verify the completeness and accuracy of the data collected, collaboration between medical and surgical subspecialties, and standardised protocols for life-long follow-up. During the 1990s, both The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons created databases to assess the outcomes of congenital cardiac surgery. Beginning in 1998, these two organizations collaborated to create the International Congenital Heart Surgery Nomenclature and Database Project. By 2000, a common nomenclature, along with a common core minimal dataset, were adopted by The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons, and published in the Annals of Thoracic Surgery. In 2000, The International Nomenclature Committee for Pediatric and Congenital Heart Disease was established. This committee eventually evolved into the International Society for Nomenclature of Paediatric and Congenital Heart Disease. The working component of this international nomenclature society has been The International Working Group for Mapping and Coding of Nomenclatures for Paediatric and Congenital Heart Disease, also known as the Nomenclature Working Group. By 2005, the Nomenclature Working Group crossmapped the nomenclature of the International Congenital Heart Surgery Nomenclature and Database Project of The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons with the European Paediatric Cardiac Code of the Association for European Paediatric Cardiology, and therefore created the International Paediatric and Congenital Cardiac Code, which is available for free download from the internet at [http://www.IPCCC.NET]. This common nomenclature, the International Paediatric and Congenital Cardiac Code, and the common minimum database data set created by the International Congenital Heart Surgery Nomenclature and Database Project, are now utilized by both The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons. Between 1998 and 2007 inclusive, this nomenclature and database was used by both of these two organizations to analyze outcomes of over 150,000 operations involving patients undergoing surgical treatment for congenital cardiac disease. Two major multi-institutional efforts that have attempted to measure the complexity of congenital heart surgery are the Risk Adjustment in Congenital Heart Surgery-1 system, and the Aristotle Complexity Score. Current efforts to unify the Risk Adjustment in Congenital Heart Surgery-1 system and the Aristotle Complexity Score are in their early stages, but encouraging. Collaborative efforts involving The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons are under way to develop mechanisms to verify the completeness and accuracy of the data in the databases. Under the leadership of The MultiSocietal Database Committee for Pediatric and Congenital Heart Disease, further collaborative efforts are ongoing between congenital and paediatric cardiac surgeons and other subspecialties, including paediatric cardiac anaesthesiologists, via The Congenital Cardiac Anesthesia Society, paediatric cardiac intensivists, via The Pediatric Cardiac Intensive Care Society, and paediatric cardiologists, via the Joint Council on Congenital Heart Disease and The Association for European Paediatric Cardiology. In finalizing our review, we emphasise that analysis of outcomes must move beyond mortality, and encompass longer term follow-up, including cardiac and non cardiac morbidities, and importantly, those morbidities impacting health related quality of life. Methodologies must be implemented in these databases to allow uniform, protocol driven, and meaningful, long term follow-up.
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7
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Abstract
This review discusses the historical aspects, current state of the art, and potential future advances in the areas of nomenclature and databases for the analysis of outcomes of treatments for patients with congenitally malformed hearts. We will consider the current state of analysis of outcomes, lay out some principles which might make it possible to achieve life-long monitoring and follow-up using our databases, and describe the next steps those involved in the care of these patients need to take in order to achieve these objectives. In order to perform meaningful multi-institutional analyses, we suggest that any database must incorporate the following six essential elements: use of a common language and nomenclature, use of an established uniform core dataset for collection of information, incorporation of a mechanism of evaluating case complexity, availability of a mechanism to assure and verify the completeness and accuracy of the data collected, collaboration between medical and surgical subspecialties, and standardised protocols for life-long follow-up. During the 1990s, both The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons created databases to assess the outcomes of congenital cardiac surgery. Beginning in 1998, these two organizations collaborated to create the International Congenital Heart Surgery Nomenclature and Database Project. By 2000, a common nomenclature, along with a common core minimal dataset, were adopted by The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons, and published in the Annals of Thoracic Surgery. In 2000, The International Nomenclature Committee for Pediatric and Congenital Heart Disease was established. This committee eventually evolved into the International Society for Nomenclature of Paediatric and Congenital Heart Disease. The working component of this international nomenclature society has been The International Working Group for Mapping and Coding of Nomenclatures for Paediatric and Congenital Heart Disease, also known as the Nomenclature Working Group. By 2005, the Nomenclature Working Group crossmapped the nomenclature of the International Congenital Heart Surgery Nomenclature and Database Project of The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons with the European Paediatric Cardiac Code of the Association for European Paediatric Cardiology, and therefore created the International Paediatric and Congenital Cardiac Code, which is available for free download from the internet at [http://www.IPCCC.NET]. This common nomenclature, the International Paediatric and Congenital Cardiac Code, and the common minimum database data set created by the International Congenital Heart Surgery Nomenclature and Database Project, are now utilized by both The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons. Between 1998 and 2007 inclusive, this nomenclature and database was used by both these two organizations to analyze outcomes of over 100,000 patients undergoing surgical treatment for congenital cardiac disease. Two major multi-institutional efforts that have attempted to measure the complexity of congenital heart surgery are the Risk Adjustment in Congenital Heart Surgery-1 system, and the Aristotle Complexity Score. Current efforts to unify the Risk Adjustment in Congenital Heart Surgery-1 system and the Aristotle Complexity Score are in their early stages, but encouraging. Collaborative efforts involving The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons are under way to develop mechanisms to verify the completeness and accuracy of the data in the databases. Under the leadership of The MultiSocietal Database Committee for Pediatric and Congenital Heart Disease, further collaborative efforts are ongoing between paediatric and congenital cardiac surgeons and other subspecialties, including paediatric cardiac anaesthesiologists, via The Congenital Cardiac Anesthesia Society, paediatric cardiac intensivists, via The Pediatric Cardiac Intensive Care Society, and paediatric cardiologists, via the Joint Council on Congenital Heart Disease and The Association for European Paediatric Cardiology. In finalising our review, we emphasise that analysis of outcomes must move beyond mortality, and encompass longer term follow-up, including cardiac and non cardiac morbidities, and importantly, those morbidities impacting health related quality of life. Methodologies must be implemented in these databases to allow uniform, protocol driven, and meaningful, long term follow-up.
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Colan SD, Lipshultz SE, Lowe AM, Sleeper LA, Messere J, Cox GF, Lurie PR, Orav EJ, Towbin JA. Epidemiology and cause-specific outcome of hypertrophic cardiomyopathy in children: findings from the Pediatric Cardiomyopathy Registry. Circulation 2007; 115:773-81. [PMID: 17261650 DOI: 10.1161/circulationaha.106.621185] [Citation(s) in RCA: 304] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Current information on the epidemiology and outcomes of hypertrophic cardiomyopathy (HCM) in children is limited by disease diversity and small case series. METHODS AND RESULTS The Pediatric Cardiomyopathy Registry has collected prospective and retrospective data on children diagnosed with HCM since 1990. We identified the various causes of HCM in childhood and determined the relationship between outcomes, cause, and age at presentation. Of 855 patients <18 years of age with HCM, 8.7% (n=74) had inborn errors of metabolism, 9.0% (n=77) had malformation syndromes, 7.5% (n=64) had neuromuscular disorders, and 74.2% (n=634) had idiopathic HCM. Children with HCM associated with inborn errors of metabolism and malformation syndromes have significantly worse survival than the other 2 groups. Patients with idiopathic HCM diagnosed before 1 year of age (n=227) had worse survival from the time of diagnosis than those diagnosed after 1 year of age (n=407). Patients with idiopathic HCM who survived to at least 1 year of age, however, had an annual mortality rate of 1% that was similar regardless of whether they were diagnosed before or after 1 year of age. CONCLUSIONS In children, HCM is a diverse disorder with outcomes that depend largely on cause and age. Patients presenting before 1 year of age have the broadest spectrum of causes and the poorest outcome. In those children with idiopathic HCM who survive beyond age 1, however, survival is independent of age at diagnosis, with an annual mortality rate (1%) that is much lower than previously reported in children and is not different from has been found in population-based studies in adults.
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Affiliation(s)
- Steven D Colan
- Department of Cardiology, Children's Hospital, Harvard Medical School, Boston, Mass 02115, USA.
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