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Rivière JG, Carot-Sans G, Piera-Jiménez J, de la Torre S, Cos X, Serra-Picamal X, Soler-Palacin P. Development of an Expert-Based Scoring System for Early Identification of Patients with Inborn Errors of Immunity in Primary Care Settings - the PIDCAP Project. J Clin Immunol 2024; 45:26. [PMID: 39432052 PMCID: PMC11493793 DOI: 10.1007/s10875-024-01825-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 10/10/2024] [Indexed: 10/22/2024]
Abstract
Early diagnosis of inborn errors of immunity (IEIs) has been shown to reduce mortality, morbidity, and healthcare costs. The need for early diagnosis has led to the development of computational tools that trigger earlier clinical suspicion by physicians. Primary care professionals serve as the first line for improving early diagnosis. To this end, a computer-based tool (based on extended Jeffrey Modell Foundation (JMF) Warning Signs) was developed to assist physicians with diagnosis decisions for IEIs in the primary care setting. Two expert-guided scoring systems (one pediatric, one adult) were developed. IEI warning signs were identified and a panel of 36 experts reached a consensus on which signs to include and how they should be weighted. The resulting scoring system was tested against a retrospective registry of patients with confirmed IEI using primary care EHRs. A pilot study to assess the feasibility of implementation in primary care was conducted. The scoring system includes 27 warning signs for pediatric patients and 24 for adults, adding additional clinically relevant criteria established by expert consensus to the JMF Warning Signs. Cytopenias, ≥ 2 systemic infections, recurrent fever and bronchiectasis were the leading warning signs in children, as bronchiectasis, autoimmune diseases, cytopenias, and > 3 pneumonias were in adults. The PIDCAP (Primary Immune Deficiency "Centre d'Atenció Primària" that stands for Primary Care Center in Catalan) tool was implemented in the primary care workstation in a pilot area. The expert-based approach has the potential to lessen under-reporting and minimize diagnostic delays of IEIs. It can be seamlessly integrated into clinical primary care workstations.
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Affiliation(s)
- Jacques G Rivière
- Infection and Immunity in Pediatric Patients Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Catalonia, Spain.
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Infantil I de La Dona Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain.
- Universitat Autònoma de Barcelona (UAB), Barcelona, Catalonia, Spain.
- Jeffrey Modell Diagnostic and Research Center for Primary Immunodeficiencies, Barcelona, Catalonia, Spain.
| | - Gerard Carot-Sans
- Catalan Health Service, Barcelona, Catalonia, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3) Research Group, L'Hospitalet de Llobregat, Catalonia, Spain
| | - Jordi Piera-Jiménez
- Catalan Health Service, Barcelona, Catalonia, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3) Research Group, L'Hospitalet de Llobregat, Catalonia, Spain
- Faculty of Informatics, Multimedia and Telecommunications, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Sergi de la Torre
- Catalan Health Service, Barcelona, Catalonia, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3) Research Group, L'Hospitalet de Llobregat, Catalonia, Spain
| | - Xavier Cos
- Institut Català de La Salut (ICS), Barcelona, Catalonia, Spain
- The Foundation University Institute for Primary Health Care Research Jordi Gol I Gurina (IDIAPJGol), Barcelona, Spain
| | | | - Pere Soler-Palacin
- Infection and Immunity in Pediatric Patients Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Catalonia, Spain.
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Infantil I de La Dona Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain.
- Universitat Autònoma de Barcelona (UAB), Barcelona, Catalonia, Spain.
- Jeffrey Modell Diagnostic and Research Center for Primary Immunodeficiencies, Barcelona, Catalonia, Spain.
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Bhatnagar S, Burnouf T, Prevot J, Faber JC, Büechel R, Maryuningsih YS, Khanh BQ, Mai NT, Nakanishi H, Kataoka M. Navigating the Asia-Pacific region plasma therapies landscape: Insights from the 2023 Asia-Pacific Plasma Leaders' Network meetings. Vox Sang 2024. [PMID: 39159943 DOI: 10.1111/vox.13725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/08/2024] [Accepted: 07/25/2024] [Indexed: 08/21/2024]
Abstract
The Asia-Pacific Plasma Leaders' Network (APPLN) plays a crucial role in addressing the regional shortage of plasma-derived medicinal products (PDMPs), particularly in low- and middle-income countries (LMICs). It provides a platform for experts to share their expertise and drive multi-stakeholder collaborations. While several PDMPs are acknowledged by the World Health Organization (WHO) as life-saving therapeutics on the Model List of Essential Medicine for treating various chronic and acute life-threatening diseases, there are still many inadequacies in the availability and affordability of PDMPs. These challenges arise from insufficient domestic supplies of plasma suitable for fractionation, as well as a lack of technical and financial capabilities to implement contract or domestic plasma fractionation programmes. At two separate dialogue forums organized by the APPLN in 2023, experts discussed the unmet needs of PDMPs for individuals living with haemophilia and immunodeficiencies in the region. They also highlighted the limited access to early diagnosis and patient-centred care in several LMICs. To address these issues, there is an urgent need to increase the availability of high-quality domestic plasma for fractionation. Adopting a stepwise approach to utilize unused recovered plasma and establishing contract fractionation programmes could be viable strategies to potentially enhance PDMP availability in LMICs. However, achieving this goal requires improving existing domestic infrastructures for blood collection, implementing adequate policy reforms and fostering competent local leadership. Ultimately, there is no 'one-size-fits-all' strategy for securing safe plasma proteins for all patients in need. Collaborative efforts are essential for achieving progressive self-sufficiency in PDMPs.
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Affiliation(s)
- Sonu Bhatnagar
- Abbott Laboratories (Singapore) Private Limited, Singapore
| | - Thierry Burnouf
- College of Biomedical Engineering, Taipei Medical University, Taipei, Taiwan
| | - Johan Prevot
- International Patient Organisation for Primary Immunodeficiencies (IPOPI), Lisbon, Portugal
| | | | | | - Yuyun Siti Maryuningsih
- Blood and Other Products of Human Origin, Technical Standard and Specifications Unit, Health Products Policy and Standards Department, World Health Organization, Geneva, Switzerland
| | - Bach Quoc Khanh
- Vietnam Hemophilia Association, Vietnam Society of Hematology and Blood Transfusion, Ha Noi, Vietnam
| | - Nguyen Thi Mai
- National Hemophilia Center, National Institute of Hematology and Blood Transfusion, Ha Noi, Vietnam
| | - Hideo Nakanishi
- Blood Service Board of Management, Japanese Red Cross Society (JRCS), Tokyo, Japan
| | - Masako Kataoka
- Training and Overseas Information, Blood Service Headquarters, Japanese Red Cross Society (JRCS), Tokyo, Japan
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3
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Rider NL, Truxton A, Ohrt T, Margolin-Katz I, Horan M, Shin H, Davila R, Tenembaum V, Quinn J, Modell V, Modell F, Orange JS, Branner A, Senerchia C. Validating inborn error of immunity prevalence and risk with nationally representative electronic health record data. J Allergy Clin Immunol 2024; 153:1704-1710. [PMID: 38278184 DOI: 10.1016/j.jaci.2024.01.011] [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: 10/17/2023] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 01/28/2024]
Abstract
BACKGROUND The 10 Warning Signs of Primary Immunodeficiency were created 30 years ago to advance recognition of inborn errors of immunity (IEI). However, no population-level assessment of their utility applied to electronic health record (EHR) data has been conducted. OBJECTIVE We sought to quantify the value of having ≥2 warning signs (WS) toward diagnosing IEI using a highly representative real-world US cohort. A secondary goal was estimating the US prevalence of IEI. METHODS In this cohort study, we accessed normalized and de-identified EHR data on 152 million US patients. An IEI cohort (n = 41,080), in which patients were defined by having at least 1 verifiable IEI diagnosis placed ≥2 times in their record, was compared with a matched set of controls (n = 250,262). WS were encoded along with relevant diagnoses, relative weights were calculated, and the proportion of IEI cases versus controls with ≥2 WS was compared. RESULTS The proportion of IEI cases with ≥2 WS significantly differed from controls (0.33 vs 0.031; P < .0005, χ2 test). We also estimated a US IEI prevalence of 6 per 10,000 individuals (41,080/73,165,655; 0.056%). WS 9 (≥2 deep-seated infections), 7 (fungal infections), 5 (failure to thrive) and 4 (≥2 pneumonias in 1 year) were the most heavily weighted among the IEI cohort. CONCLUSIONS This nationally representative US-based cohort study demonstrates that presence of WS and associated clinical diagnoses can facilitate identification of patients with IEI from EHR data. In addition, we estimate that 6 in 10,000, or approximately 150,000 to 200,000 individuals are affected by IEI across the United States.
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Affiliation(s)
- Nicholas L Rider
- Department of Health Systems and Implementation Science, Virginia Tech Carilion School of Medicine, Roanoke, Va.
| | - Ahuva Truxton
- Optum Clinical Trial Solutions, Optum Life Sciences, Eden Prairie, Minn
| | - Tracy Ohrt
- Optum Clinical Trial Solutions, Optum Life Sciences, Eden Prairie, Minn
| | | | - Mary Horan
- Optum Clinical Trial Solutions, Optum Life Sciences, Eden Prairie, Minn
| | - Harold Shin
- Division of Clinical Informatics, Liberty University College of Osteopathic Medicine, Lynchburg, Va
| | | | | | | | | | | | - Jordan S Orange
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY
| | - Almut Branner
- Optum Clinical Trial Solutions, Optum Life Sciences, Eden Prairie, Minn
| | - Cynthia Senerchia
- Optum Clinical Trial Solutions, Optum Life Sciences, Eden Prairie, Minn
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Johnson R, Stephens AV, Mester R, Knyazev S, Kohn LA, Freund MK, Bondhus L, Hill BL, Schwarz T, Zaitlen N, Arboleda VA, Bastarache LA, Pasaniuc B, Butte MJ. Electronic health record signatures identify undiagnosed patients with common variable immunodeficiency disease. Sci Transl Med 2024; 16:eade4510. [PMID: 38691621 PMCID: PMC11402387 DOI: 10.1126/scitranslmed.ade4510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 04/10/2024] [Indexed: 05/03/2024]
Abstract
Human inborn errors of immunity include rare disorders entailing functional and quantitative antibody deficiencies due to impaired B cells called the common variable immunodeficiency (CVID) phenotype. Patients with CVID face delayed diagnoses and treatments for 5 to 15 years after symptom onset because the disorders are rare (prevalence of ~1/25,000), and there is extensive heterogeneity in CVID phenotypes, ranging from infections to autoimmunity to inflammatory conditions, overlapping with other more common disorders. The prolonged diagnostic odyssey drives excessive system-wide costs before diagnosis. Because there is no single causal mechanism, there are no genetic tests to definitively diagnose CVID. Here, we present PheNet, a machine learning algorithm that identifies patients with CVID from their electronic health records (EHRs). PheNet learns phenotypic patterns from verified CVID cases and uses this knowledge to rank patients by likelihood of having CVID. PheNet could have diagnosed more than half of our patients with CVID 1 or more years earlier than they had been diagnosed. When applied to a large EHR dataset, followed by blinded chart review of the top 100 patients ranked by PheNet, we found that 74% were highly probable to have CVID. We externally validated PheNet using >6 million records from disparate medical systems in California and Tennessee. As artificial intelligence and machine learning make their way into health care, we show that algorithms such as PheNet can offer clinical benefits by expediting the diagnosis of rare diseases.
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Affiliation(s)
- Ruth Johnson
- Department of Computer Science, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Alexis V. Stephens
- Department of Pediatrics, Division of Immunology, Allergy and Rheumatology, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Rachel Mester
- Department of Computer Science, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Sergey Knyazev
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Lisa A. Kohn
- Department of Pediatrics, Division of Immunology, Allergy and Rheumatology, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Malika K. Freund
- Department of Human Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Leroy Bondhus
- Department of Human Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Brian L. Hill
- Department of Computer Science, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Tommer Schwarz
- Bioinformatics Interdepartmental Program, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Noah Zaitlen
- Department of Neurology, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Valerie A. Arboleda
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Human Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Computational Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Lisa A. Bastarache
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA 37203
| | - Bogdan Pasaniuc
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Human Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
- Bioinformatics Interdepartmental Program, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Computational Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Manish J. Butte
- Department of Pediatrics, Division of Immunology, Allergy and Rheumatology, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Human Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, CA 90095, USA
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Dahl C, Petersen I, Ilkjær FV, Westh L, Katzenstein TL, Hansen ABE, Nielsen TL, Larsen CS, Johansen IS, Rasmussen LD. Missed Opportunities to Diagnose Common Variable Immunodeficiency: a Population-Based Case-Control Study Identifying Indicator Diseases for Common Variable Immunodeficiency. J Clin Immunol 2023; 43:2104-2114. [PMID: 37770805 PMCID: PMC10661759 DOI: 10.1007/s10875-023-01590-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 09/19/2023] [Indexed: 09/30/2023]
Abstract
PURPOSE Delayed diagnosis of common variable immunodeficiency (CVID) remains a serious problem. We investigated whether some diseases diagnosed during out-patient visits or admission to hospitals could act as indicator conditions for CVID diagnosis. METHODS In this nested case-control study, we identified 128 cases diagnosed with CVID in Denmark (1999-2013) and 640 age-, gender-, and region-matched controls. We obtained data on diseases diagnosed at hospitals in the five years before CVID diagnosis from The National Hospital Registry. We grouped hospital diagnoses in 33 major disease categories and 210 subcategories. We used conditional logistic regression to calculate the odds ratios (OR) and 95% confidence intervals (CI) to estimate associations between disease exposure and subsequent CVID. RESULTS During the five years preceding a CVID diagnosis, cases had four times as many hospital contacts as the controls (p < 0.001). A diagnosis in 18 major disease categories showed a significant OR for subsequent diagnosis of CVID. The most substantial association with a subsequent CVID diagnosis was a diagnosis of lower respiratory tract infections (OR: 29.9; 95% CI: 14.2-63.2) and lung diseases (35.1; 15.0-82.5). We observed a similar association when we removed the last year before diagnosis from analysis and overall, in the years < 1, ≥ 1-3, and ≥ 3-5 before diagnosis, although the absolute number of exposures was small. Twenty-eight specific diseases displayed an at least 3-fold risk of subsequent CVID diagnosis. CONCLUSION Targeted screening for antibody deficiency in patients diagnosed with specific diseases associated with CVID may lead to earlier CVID diagnosis and treatment and thereby potentially reduced morbidity and mortality.
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Affiliation(s)
- Christina Dahl
- Department of Infectious Diseases, Odense University Hospital, J. B. Winsløws Vej 4, Odense, Denmark.
| | - Inge Petersen
- Department of Infectious Diseases, Odense University Hospital, J. B. Winsløws Vej 4, Odense, Denmark
| | - Frederik V Ilkjær
- Department of Infectious Diseases, Odense University Hospital, J. B. Winsløws Vej 4, Odense, Denmark
| | - Lena Westh
- Department of Infectious Diseases, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, Aarhus, Denmark
| | - Terese L Katzenstein
- Department of Infectious Diseases, Rigshospitalet, Copenhagen University Hospital, Esther Moellersvej 6, Copenhagen, Denmark
| | - Ann-Brit E Hansen
- Department of Infectious Diseases, Hvidovre Hospital, Copenhagen University Hospital, Kettegaard Allé 30, Copenhagen, Denmark
| | - Thyge L Nielsen
- Department of Pulmonary and Infectious Diseases, North Zealand Hospital, Dyrehavevej 29, Hillerod, Denmark
| | - Carsten S Larsen
- Department of Infectious Diseases, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, Aarhus, Denmark
- International Center of Immunodeficiency Diseases, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, Aarhus, Denmark
| | - Isik S Johansen
- Department of Infectious Diseases, Odense University Hospital, J. B. Winsløws Vej 4, Odense, Denmark
| | - Line D Rasmussen
- Department of Infectious Diseases, Odense University Hospital, J. B. Winsløws Vej 4, Odense, Denmark
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Harmon M, Riazi K, Callum J, Arnold DM, Barty R, Sidhu D, Heddle NM, MacLeod L, Li N. Immunoglobulin utilization in Canada: a comparative analysis of provincial guidelines and a scoping review of the literature. ALLERGY, ASTHMA, AND CLINICAL IMMUNOLOGY : OFFICIAL JOURNAL OF THE CANADIAN SOCIETY OF ALLERGY AND CLINICAL IMMUNOLOGY 2023; 19:85. [PMID: 37717038 PMCID: PMC10504792 DOI: 10.1186/s13223-023-00841-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 09/05/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND Canada has high immunoglobulin (IG) product utilization, raising concerns about appropriate utilization, cost and risk of shortages. Currently, there is no national set of standardized IG guidelines, and considerable variations exist among the existing provincial guidelines. The aims of this study were: (1) to compare the existing Canadian provincial guidelines on the use of IG products to identify their consistencies and differences and (2) to examine the existing research in Canada on IG supply and utilization following the establishment of IG guidelines to understand the scope of research and pinpoint the gaps. METHODS A comparative analysis accounted for the differences across provincial IG guidelines. We highlighted similarities and differences in recommendations for medical conditions. A scoping review of citations from MEDLINE, PubMed, Scopus and Embase databases was conducted for studies published from January 01, 2014, to April 12, 2023. RESULTS While provincial guidelines represented a considerable overlap in the medical conditions delineated and relatively uniform dose calculations, numerous differences were observed, including in recommendation categories, provision of pediatric dosing, and divergent recommendations for identical conditions based on patient demographics. The scoping review identified 29 studies that focused on the use of IG in Canada. The themes of the studies included: IVIG utilization and audits, the switch from IVIG to SCIG, patient satisfaction with IVIG and/or SCIG, the economic impact of self-administered SCIG versus clinically administered IVIG therapy, and the efficacy and cost-effectiveness of alternative medications to IG treatment. CONCLUSION The differences in guidelines across provinces and the factors influencing IVIG/SCIG use, patient satisfaction, and cost savings are highlighted. Future research may focus on clarifying costs and comparative effectiveness, exploring factors influencing guideline adherence, and evaluating the impact of updated guidelines on IG use and patient outcomes.
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Affiliation(s)
- Megan Harmon
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, CWPH 5E37, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada
| | - Kiarash Riazi
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, CWPH 5E37, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada
| | - Jeannie Callum
- Department of Pathology and Molecular Medicine, Kingston Health Sciences Centre and Queen's University, Kingston, ON, Canada
- Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Donald M Arnold
- Michael G. DeGroote Centre for Transfusion Research, McMaster University, Hamilton, ON, Canada
- Centre for Innovation, Canadian Blood Services, Ottawa, ON, Canada
- Department of Medicine, Michael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Rebecca Barty
- Michael G. DeGroote Centre for Transfusion Research, McMaster University, Hamilton, ON, Canada
- Ontario Regional Blood Coordinating Network, Hamilton, ON, Canada
| | - Davinder Sidhu
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Nancy M Heddle
- Michael G. DeGroote Centre for Transfusion Research, McMaster University, Hamilton, ON, Canada
- Centre for Innovation, Canadian Blood Services, Ottawa, ON, Canada
| | - Laurie MacLeod
- Ontario Regional Blood Coordinating Network, Hamilton, ON, Canada
| | - Na Li
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, CWPH 5E37, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada.
- Michael G. DeGroote Centre for Transfusion Research, McMaster University, Hamilton, ON, Canada.
- Department of Computing and Software, McMaster University, Hamilton, ON, Canada.
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Sgrulletti M, Costagliola G, Giardino G, Graziani S, Del Duca E, Di Cesare S, Di Matteo G, Consolini R, Pignata C, Moschese V. The Evolutionary Scenario of Pediatric Unclassified Primary Antibody Deficiency to Adulthood. J Clin Med 2023; 12:4206. [PMID: 37445241 DOI: 10.3390/jcm12134206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/17/2023] [Accepted: 06/19/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND Unclassified primary antibody deficiency (unPAD) is a relatively novel inborn error of immunity (IEI) condition that can vary with time to more defined entities. Since long-term follow-up (FU) studies are scarce, we aimed to provide insight into the evolutionary clinical and immunological scenario of unPAD children to adulthood and identification of biomarkers of primary immune deficiency (PID) persistence. METHODS A total of 23 pediatric unPAD patients underwent clinical and immunological FU for a mean time of 14 years (range 3-32 years, median 16 years). RESULTS UnPAD diagnosis may change over time. At the last FU, 10/23 (44%) children matched the diagnosis of transient hypogammaglobulinemia of infancy and 13/23 (56%) suffered from a persistent PID. In detail, an unPAD condition was confirmed in 7/23 (30%) patients, whereas 3/23 (13%), 2/23 (9%), and 1/23 (4%) were reclassified as common variable immunodeficiency, selective IgA deficiency, and isolated IgM deficiency, respectively. Low IgA, low specific antibody response to pneumococcus, and lower respiratory tract infections at diagnosis were independently associated with IEI persistence. CONCLUSIONS Long-term monitoring of unPAD patients is required to define their outcome and possible evolution towards a definitive IEI diagnosis.
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Affiliation(s)
- Mayla Sgrulletti
- Pediatric Immunopathology and Allergology Unit, Policlinico Tor Vergata, University of Tor Vergata, 00133 Rome, Italy
- Ph.D. Program in Immunology, Molecular Medicine and Applied Biotechnology, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Giorgio Costagliola
- Section of Clinical and Laboratory Immunology, Division of Pediatrics, Department of Clinical and Experimental Medicine, University of Pisa, 56126 Pisa, Italy
| | - Giuliana Giardino
- Pediatric Section, Department of Translational Medical Sciences, Federico II University, 80131 Naples, Italy
| | - Simona Graziani
- Pediatric Immunopathology and Allergology Unit, Policlinico Tor Vergata, University of Tor Vergata, 00133 Rome, Italy
| | - Elisabetta Del Duca
- Pediatric Immunopathology and Allergology Unit, Policlinico Tor Vergata, University of Tor Vergata, 00133 Rome, Italy
| | - Silvia Di Cesare
- Department of Systems Medicine, University of Tor Vergata, 00133 Rome, Italy
| | - Gigliola Di Matteo
- Department of Systems Medicine, University of Tor Vergata, 00133 Rome, Italy
| | - Rita Consolini
- Section of Clinical and Laboratory Immunology, Division of Pediatrics, Department of Clinical and Experimental Medicine, University of Pisa, 56126 Pisa, Italy
| | - Claudio Pignata
- Pediatric Section, Department of Translational Medical Sciences, Federico II University, 80131 Naples, Italy
| | - Viviana Moschese
- Pediatric Immunopathology and Allergology Unit, Policlinico Tor Vergata, University of Tor Vergata, 00133 Rome, Italy
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A validated artificial intelligence-based pipeline for population-wide primary immunodeficiency screening. J Allergy Clin Immunol 2023; 151:272-279. [PMID: 36243223 DOI: 10.1016/j.jaci.2022.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 09/21/2022] [Accepted: 10/05/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Identification of patients with underlying inborn errors of immunity and inherent susceptibility to infection remains challenging. The ensuing protracted diagnostic odyssey for such patients often results in greater morbidity and suboptimal outcomes, underscoring a need to develop systematic methods for improving diagnostic rates. OBJECTIVE The principal aim of this study is to build and validate a generalizable analytical pipeline for population-wide detection of infection susceptibility and risk of primary immunodeficiency. METHODS This prospective, longitudinal cohort study coupled weighted rules with a machine learning classifier for risk stratification. Claims data were analyzed from a diverse population (n = 427,110) iteratively over 30 months. Cohort outcomes were enumerated for new diagnoses, hospitalizations, and acute care visits. This study followed TRIPOD (Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis) standards. RESULTS Cohort members initially identified as high risk were proportionally more likely to receive a diagnosis of primary immunodeficiency compared to those at low-medium risk or those without claims of interest respectively (9% vs 1.5% vs 0.2%; P < .001, chi-square test). Subsequent machine learning stratification enabled an annualized individual snapshot of complexity for triaging referrals. This study's top-performing machine learning model for visit-level prediction used a single dense layer neural network architecture (area under the receiver-operator characteristic curve = 0.98; F1 score = 0.98). CONCLUSIONS A 2-step analytical pipeline can facilitate identification of individuals with primary immunodeficiency and accurately quantify clinical risk.
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Neirinck J, Emmaneel A, Buysse M, Philippé J, Van Gassen S, Saeys Y, Bossuyt X, De Buyser S, van der Burg M, Pérez-Andrés M, Orfao A, van Dongen JJM, Lambrecht BN, Kerre T, Hofmans M, Haerynck F, Bonroy C. The Euroflow PID Orientation Tube in the diagnostic workup of primary immunodeficiency: Daily practice performance in a tertiary university hospital. Front Immunol 2022; 13:937738. [PMID: 36177024 PMCID: PMC9513319 DOI: 10.3389/fimmu.2022.937738] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 08/16/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction Multiparameter flow cytometry (FCM) immunophenotyping is an important tool in the diagnostic screening and classification of primary immunodeficiencies (PIDs). The EuroFlow Consortium recently developed the PID Orientation Tube (PIDOT) as a universal screening tool to identify lymphoid-PID in suspicious patients. Although PIDOT can identify different lymphoid-PIDs with high sensitivity, clinical validation in a broad spectrum of patients with suspicion of PID is missing. In this study, we investigated the diagnostic performance of PIDOT, as part of the EuroFlow diagnostic screening algorithm for lymphoid-PID, in a daily practice at a tertiary reference center for PID. Methods PIDOT was tested in 887 consecutive patients suspicious of PID at the Ghent University Hospital, Belgium. Patients were classified into distinct subgroups of lymphoid-PID vs. non-PID disease controls (non-PID DCs), according to the IUIS and ESID criteria. For the clinical validation of PIDOT, comprehensive characterization of the lymphoid defects was performed, together with the identification of the most discriminative cell subsets to distinguish lymphoid-PID from non-PID DCs. Next, a decision-tree algorithm was designed to guide subsequent FCM analyses. Results The mean number of lymphoid defects detected by PIDOT in blood was 2.87 times higher in lymphoid-PID patients vs. non-PID DCs (p < 0.001), resulting in an overall sensitivity and specificity of 87% and 62% to detect severe combined immunodeficiency (SCID), combined immunodeficiency with associated or syndromic features (CID), immune dysregulation disorder (ID), and common variable immunodeficiency (CVID). The most discriminative populations were total memory and switched memory B cells, total T cells, TCD4+cells, and naive TCD4+cells, together with serum immunoglobulin levels. Based on these findings, a decision-tree algorithm was designed to guide further FCM analyses, which resulted in an overall sensitivity and specificity for all lymphoid-PIDs of 86% and 82%, respectively. Conclusion Altogether, our findings confirm that PIDOT is a powerful tool for the diagnostic screening of lymphoid-PID, particularly to discriminate (S)CID, ID, and CVID patients from other patients suspicious of PID. The combination of PIDOT and serum immunoglobulin levels provides an efficient guide for further immunophenotypic FCM analyses, complementary to functional and genetic assays, for accurate PID diagnostics.
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Affiliation(s)
- Jana Neirinck
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Annelies Emmaneel
- Data Mining and Modelling for Biomedicine Group, Vlaams Instituut voor Biotechnologie (VIB) Center for Inflammation Research, Ghent, Belgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
| | - Malicorne Buysse
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Jan Philippé
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Sofie Van Gassen
- Data Mining and Modelling for Biomedicine Group, Vlaams Instituut voor Biotechnologie (VIB) Center for Inflammation Research, Ghent, Belgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
| | - Yvan Saeys
- Data Mining and Modelling for Biomedicine Group, Vlaams Instituut voor Biotechnologie (VIB) Center for Inflammation Research, Ghent, Belgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
| | - Xavier Bossuyt
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Laboratory Medicine, KU Leuven University Hospitals Leuven, Leuven, Belgium
| | - Stefanie De Buyser
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | - Mirjam van der Burg
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Leiden, Netherlands
| | - Martín Pérez-Andrés
- Cancer Research Centre (Instituto de Biología Molecular y Celular del Cáncer (IBMCC), USAL-CSIC; CIBERONC CB16/12/00400), Institute for Biomedical Research of Salamanca (IBSAL), Department of Medicine and Cytometry Service (NUCLEUS Research Support Platform), University of Salamanca (USAL), Salamanca, Spain
- Translational and Clinical Research Program, Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC)-University of Salamanca (USAL), Department of Medicine, IBSAL and Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), University of Salamanca, Salamanca, Spain
| | - Alberto Orfao
- Cancer Research Centre (Instituto de Biología Molecular y Celular del Cáncer (IBMCC), USAL-CSIC; CIBERONC CB16/12/00400), Institute for Biomedical Research of Salamanca (IBSAL), Department of Medicine and Cytometry Service (NUCLEUS Research Support Platform), University of Salamanca (USAL), Salamanca, Spain
- Translational and Clinical Research Program, Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC)-University of Salamanca (USAL), Department of Medicine, IBSAL and Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), University of Salamanca, Salamanca, Spain
| | | | - Bart N. Lambrecht
- Laboratory of Mucosal Immunology, VIB-UGhent Center for Inflammation Research, Ghent University, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Pulmonary Medicine, University Hospital Ghent, Ghent, Belgium
| | - Tessa Kerre
- Department of Hematology, Ghent University Hospital, Ghent, Belgium
| | - Mattias Hofmans
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Filomeen Haerynck
- Department of Pediatric Pulmonology and Immunology and Primary Immunodeficiency (PID) Research Lab, Ghent University Hospital, Ghent, Belgium
| | - Carolien Bonroy
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Department of Laboratory Medicine, Ghent University Hospital, Ghent, Belgium
- *Correspondence: Carolien Bonroy,
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10
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Freeman CM, Squire JD, Joshi AY. Immunoglobulin treatment for B-cell immunodeficiencies. J Immunol Methods 2022; 509:113336. [PMID: 35964701 DOI: 10.1016/j.jim.2022.113336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 08/08/2022] [Accepted: 08/08/2022] [Indexed: 10/15/2022]
Abstract
This article aims to describe the rationale and utility of immunoglobulin therapies in patients with B-cell immunodeficiency states. We describe the historical perspective, mechanism of actions, and indications for use in this population. We then focus upon management pearls and special considerations for its utility. Finally, we elaborate upon the important economic implications for these patients and the need to develop individualized management strategies in this vulnerable population.
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Affiliation(s)
- Catherine M Freeman
- Division of Allergy, Asthma and Clinical Immunology, Mayo Clinic, Scottsdale, AZ, USA
| | - Jacqueline D Squire
- Division of Pulmonary, Allergy, and Sleep, Department of Medicine, Mayo Clinic, Jacksonville, FL, USA
| | - Avni Y Joshi
- Division of Pediatric and Adult Allergy and Immunology, Mayo Clinic, Rochester, MN, USA.
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11
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Quinn J, Modell V, Johnson B, Poll S, Aradhya S, Orange JS, Modell F. Global Expansion of Jeffrey's Insights: Jeffrey Modell Foundation's Genetic Sequencing Program for Primary Immunodeficiency. Front Immunol 2022; 13:906540. [PMID: 35757720 PMCID: PMC9226364 DOI: 10.3389/fimmu.2022.906540] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 04/14/2022] [Indexed: 11/13/2022] Open
Abstract
Genetic disorders that impair the immune system, known as Primary Immunodeficiencies (PI), include over 450 single-gene inborn errors of immunity. Timely and appropriate diagnosis and treatment is vital to quality of life (QOL) and sometimes survival, as patients are susceptible to frequent, persistent, severe, and sometimes life-threatening infections or autoimmunity. Suspected PI patients that do not have a genetic diagnosis often endure a prolonged, onerous, inefficient, and expensive experience, known as a diagnostic odyssey. The resulting diagnostic delay prohibits proper disease management and treatment, causing unnecessary distress and diminished QOL. Next-generation sequencing (NGS) offers relief from the distress of the diagnostic odyssey, but because of cost and barriers to access, it is regularly unobtainable. The Jeffrey Modell Foundation (JMF) introduced "Jeffrey's Insights", a no-charge genetic sequencing pilot program, in January 2019 for patients within the Jeffrey Modell Centers Network (JMCN) with an underlying PI, but no genetic diagnosis. Building on the success of the pilot program, JMF expanded it globally to more than 400 Centers in the JMCN in early 2020. The most current version of Invitae's PI Panel available was used for this program. All participating clinicians were invited to complete a brief questionnaire assessing prior impediments to access and post-sequencing alterations in disease management and treatment. A total of 1,398 patients were tested, with 20.3% receiving a molecular diagnosis and many more receiving helpful diagnostic leads. Results obtained from genetic sequencing led to an alteration of clinical diagnosis, disease management, treatment, and genetic counseling in 39%, 38%, 35%, and 53% of patients, respectively. The global expansion of this program further underscores the crucial need for NGS for PI, along with its efficiency and potential cost savings. The results of this program to date further define rationale for the availability of comprehensive diagnostic NGS for patients with PI when requisitioned by an expert immunologist.
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Affiliation(s)
- Jessica Quinn
- Jeffrey Modell Foundation, New York, NY, United States
| | - Vicki Modell
- Jeffrey Modell Foundation, New York, NY, United States
| | | | - Sarah Poll
- Invitae, San Francisco, CA, United States
| | | | | | - Fred Modell
- Jeffrey Modell Foundation, New York, NY, United States
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12
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Eldeniz FC, Gul Y, Yorulmaz A, Guner SN, Keles S, Reisli I. Evaluation of the 10 Warning Signs in Primary and Secondary Immunodeficient Patients. Front Immunol 2022; 13:900055. [PMID: 35634313 PMCID: PMC9136241 DOI: 10.3389/fimmu.2022.900055] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 04/19/2022] [Indexed: 12/29/2022] Open
Abstract
Objectives Ten warning signs of primary immunodeficiency (PID) were suggested by the Jeffrey Modell Foundation (JMF), to increase physician awareness of PID. These warning signs have not yet been evaluated for patients with secondary immunodeficiency (SID). This study investigated whether the 10 warning signs used for the diagnosis of PID were also sufficient for the diagnosis of SID, and explored the possibility of additional signs. Methods This prospective study was conducted between June and December 2020. The mothers of 162 patients with PID and SID, and mothers of 200 healthy children, were asked to complete a questionnaire about family and personal history in addition to the warning signs of PID developed by the JMF. A JMF score was created by giving one point for each "Yes" answer for the 10 warning signs of PID. Medical records of the patients were evaluated for possible additional warning signs for PID and SID. Results The JMF scores of the PID (3.36 ± 1.65) and SID (3.72 ± 1.12) groups were significantly higher than the scores of the control group (0.34 ± 0.61) (p < 0.05). A sign for immunological evaluation in two patients without warning signs in the PID group was found to be chronic diarrhea. In addition to the 10 JMF warning signs, we found that consanguinity and a family history of tuberculosis were statistically significant in our PID group, compared with the SID and control groups. Conclusions The JMF warning signs are important for early diagnosis of PID. Our study showed that these signs may also be used for the early diagnosis of SID in patients and, according to our results, in addition to the 10 JMF signs for PID, parental consanguinity, chronic diarrhea, and a family history of tuberculosis may also be considered warning signs for the early diagnosis of PID.
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Affiliation(s)
| | - Yahya Gul
- Department of Pediatric Allergy and Immunology, Necmettin Erbakan University, Konya, Turkey,*Correspondence: Yahya Gul,
| | | | - Sukru Nail Guner
- Department of Pediatric Allergy and Immunology, Necmettin Erbakan University, Konya, Turkey
| | - Sevgi Keles
- Department of Pediatric Allergy and Immunology, Necmettin Erbakan University, Konya, Turkey
| | - Ismail Reisli
- Department of Pediatric Allergy and Immunology, Necmettin Erbakan University, Konya, Turkey
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13
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Health-related quality of life in primary immunodeficiencies: Impact of delayed diagnosis and treatment burden. Clin Immunol 2022; 236:108931. [DOI: 10.1016/j.clim.2022.108931] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 01/13/2022] [Indexed: 12/28/2022]
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14
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Vivarelli E, Matucci A, Bormioli S, Parronchi P, Liotta F, Cosmi L, Almerigogna F, Vultaggio A. Effectiveness of low-dose intravenous immunoglobulin therapy in minor primary antibody deficiencies: A 2-year real-life experience. Clin Exp Immunol 2021; 205:346-353. [PMID: 34061980 DOI: 10.1111/cei.13629] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 05/16/2021] [Accepted: 05/18/2021] [Indexed: 12/18/2022] Open
Abstract
Primary antibody deficiencies (PAD) are the most prevalent group of primary immunodeficiencies (PID) in adults and immunoglobulin replacement therapy (IRT) is the mainstay therapy to improve clinical outcomes. IRT is, however, expensive and, in minor PAD, clear recommendations concerning IRT are lacking. We conducted a retrospective real-life study to assess the effectiveness of low-dose IRT in minor PAD on 143 patients fulfilling European Society for Immunodeficiencies (ESID) diagnostic criteria for immunoglobulin (Ig)G subclass deficiency (IgGSD) or unclassified antibody deficiency (UAD). All patients were treated with intravenous low-dose IRT (0.14 ± 0.06 g/kg/month). Immunoglobulin (Ig) classes and IgG subclasses were measured at baseline and after 1 year of IRT. The annual rate of total infections, upper respiratory tract infections (URTI), lower respiratory tract infections (LRTI) and hospitalizations was measured at baseline and after 1 and 2 years of IRT. After 1 year of IRT significant improvement was demonstrated in: (a) serum IgG (787.9 ± 229.3 versus 929.1 ± 206.7 mg/dl; p < 0.0001); (b) serum IgG subclasses (IgG1 = 351.4 ± 109.9 versus 464.3 ± 124.1, p < 0.0001; IgG2 = 259.1 ± 140 versus 330.6 ± 124.9, p < 0.0001; IgG3 = 50.2 ± 26.7 versus 55.6 ± 28.9 mg/dl, p < 0.002); (c) annual rate of total infections (5.75 ± 3.87 versus 2.13 ± 1.74, p < 0.0001), URTI (1.48 ± 3.15 versus 0.69 ± 1.27; p < 0.005), LRTI (3.89 ± 3.52 versus 1.29 ± 1.37; p < 0.0001) and hospitalizations (0.37 ± 0.77 versus 0.15 ± 0.5; p < 0.0002). The improvement persisted after 2 years of IRT. No significant improvement in URTI annual rate was noted in UAD and in patients with bronchiectasis. In conclusion, low-dose IRT can improve clinical outcomes in UAD and IgGSD patients, providing a potential economical advantage over the standard IRT dose.
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Affiliation(s)
| | - Andrea Matucci
- Immunoallergology Unit, Careggi University Hospital, Florence, Italy
| | - Susanna Bormioli
- Immunoallergology Unit, Careggi University Hospital, Florence, Italy
| | - Paola Parronchi
- Department of Experimental and Clinical Medicine, Immunology and Cell Therapy Unit, Careggi University Hospital, Florence, Italy
| | - Francesco Liotta
- Department of Experimental and Clinical Medicine, Immunology and Cell Therapy Unit, Careggi University Hospital, Florence, Italy
| | - Lorenzo Cosmi
- Department of Experimental and Clinical Medicine, Immunology and Cell Therapy Unit, Careggi University Hospital, Florence, Italy
| | - Fabio Almerigogna
- Immunoallergology Unit, Careggi University Hospital, Florence, Italy
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15
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Flatrès C, Roué JM, Picard C, Carausu L, Thomas C, Pellier I, Millot F, Gandemer V, Chantreuil J, Lorton F, Gras Le Guen C, Launay E. Investigation of primary immune deficiency after severe bacterial infection in children: A population-based study in western France. Arch Pediatr 2021; 28:398-404. [PMID: 33903000 DOI: 10.1016/j.arcped.2021.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 11/30/2020] [Accepted: 03/20/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Infectious diseases are still an important cause of morbidity and mortality in high-income countries and may preferentially affect predisposed children, especially immunocompromised children. We aimed to evaluate the frequency of recommended immunological tests in children with community-onset severe bacterial infection (COSBI) admitted to a pediatric intensive care unit. We also assessed the frequency and described the typology of diagnosed primary immune deficiency (PID). METHODS We conducted a retrospective observational epidemiological study in six university hospitals in western France. All children from 1 month to 16 years of age admitted to hospital for bacterial meningitis, purpura fulminans, or meningococcal disease between August 2009 and January 2014 were included. We analyzed the frequency, type, and results of the immunological tests performed on children with meningitis, purpura fulminans, or a meningococcemia episode. RESULTS Among the 143 children included (144 episodes), 84 (59%) and 60 (41%) had bacterial meningitis and purpura fulminans or meningococcemia, respectively: 72 (50%) had immunological tests and 8% had a complete immunological investigation as recommended. Among the 72 children examined for PID, 11 (15%) had at least one anomaly in the immunological test results. Two children had a diagnosis of PID (one with C2 deficit and the other with C8 deficit) and seven other children had possible PID. Thus, the prevalence of a definite or possible diagnosis of PID was 12% among the children examined. CONCLUSION PID is rarely investigated after COSBI. We raise awareness of the need for immunological investigations after a severe infection requiring PICU admission.
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Affiliation(s)
- C Flatrès
- Brest University Hospital, Pediatrics Department, Brest, France.
| | - J M Roué
- Brest University Hospital, neonatal Intensive Care Unit, Brest, France
| | - C Picard
- Laboratory of Lymphocyte Activation and Susceptibility to EBV infection, Inserm UMR 1163, Paris, University Paris Descartes Sorbonne Paris Cité, Imagine Institute, Paris, France
| | - L Carausu
- Brest University Hospital, Pediatrics Department, Brest, France
| | - C Thomas
- CHU de Nantes, Pediatric Hematology-Oncology Unit, Nantes, France
| | - I Pellier
- University Hospital of Angers, Department of Pediatric Onco-hematology, Angers, France
| | - F Millot
- Department of Pediatric Onco-Hematology, Poitiers University Hospital, Poitiers, France
| | - V Gandemer
- Department of Pediatric Hematology/Oncology, University Hospital of Rennes, Rennes, France
| | - J Chantreuil
- Centre Hospitalo-universitaire de Tours, Service de réanimation pédiatrique, Tours, France
| | - F Lorton
- CHU de Nantes, Department of Pediatric Emergency, Nantes, France
| | - C Gras Le Guen
- CHU de Nantes, Department of Pediatric Emergency, Nantes, France; CHU de Nantes, Department of Pediatrics, Nantes, France
| | - E Launay
- CHU de Nantes, Department of Pediatrics, Nantes, France
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Diagnosis of primary immunodeficiencies in Peru. Curr Opin Pediatr 2020; 32:798-804. [PMID: 33148966 DOI: 10.1097/mop.0000000000000964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW Primary immunodeficiencies (PIDs) are human inborn errors of immunity, leading to an increased susceptibility to infections, inflammatory manifestations, and malignancy. We estimate around 16 000 individuals with PIDs living in Peru who are still undiagnosed. The purpose of this review is to make a situational analysis of the diagnosis of PIDs in Peru. RECENT FINDINGS There is an evident underdiagnosis of PIDs in Peru. Insufficient awareness and lack of diagnostic tools can be solved partially by expanding the number and expertise of Clinical Immunologists and specialized medical centers. The availability of molecular testing at reasonable costs is mandatory to improve the diagnostic approach to patients with suspected PID. The development of didactic and innovative educational tools has been a critical strategy to improve PID awareness and diagnosis in Peru. SUMMARY Developing countries like Peru still have critical limitations to diagnose patients with PIDs such as insufficient awareness in physicians, lack of specialized reference centers, and unavailability of confirmatory genetic testing. Joint work between government, health professionals, patient organizations, and society is essential to overcome these limitations and provide a better future for patients with inborn errors of immunity.
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17
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Quinn J, Modell V, Holle J, Truty R, Aradhya S, Johnson B, Orange J, Modell F. Jeffrey's insights: Jeffrey Modell Foundation's global genetic sequencing pilot program to identify specific primary immunodeficiency defects to optimize disease management and treatment. Immunol Res 2020; 68:126-134. [PMID: 32462469 PMCID: PMC7335369 DOI: 10.1007/s12026-020-09131-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Primary immunodeficiencies (PI) are genetic defects of the immune system that result in chronic and often life-threatening infections and/or life-threatening autoimmunity if not diagnosed and treated. Patients with a suspected PI, but without a genetic diagnosis, commonly undergo a diagnostic odyssey that is costly, time-consuming, and arduous. This delay in diagnosis prevents appropriate disease management and treatment, contributing to prolonged suffering and decreased quality of life. Although next generation sequencing (NGS) can provide these patients with relief from such a diagnostic odyssey, it is often unavailable, mainly due to cost and inaccessibility. In January 2019, the Jeffrey Modell Foundation (JMF) launched a free genetic sequencing pilot program for Jeffrey Modell Centers Network (JMCN) patients clinically diagnosed with an underlying PI. A total of 21 sites within the JMCN were invited to participate. JMF collaborated with Invitae, and testing was comprised of Invitae's Primary Immunodeficiency Panel, which currently includes 207 genes. A questionnaire was disseminated to each participating physician to evaluate barriers to access to genetic sequencing and changes in disease management and treatment after testing. One hundred fifty-eight patients and 29 family members were tested in this pilot study. Twenty-one percent of patients with a suspected monogenic disorder received a molecular diagnosis, and others received potentially useful diagnostic leads. Based on the results of genetic sequencing, clinical diagnosis was altered in 45% of patients, disease management was altered in 40%, treatment was altered in 36%, and genetic counseling was altered in 62%. The results of this pilot program demonstrate the utility, cost-efficiency, and critical importance of NGS for PI and make the case for broad scale sequence-based diagnostics for PI patients when requested by expert immunologists.
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Affiliation(s)
- Jessica Quinn
- Jeffrey Modell Foundation, 780 Third Avenue, 47th Floor, New York City, NY, 10017, USA
| | - Vicki Modell
- Jeffrey Modell Foundation, 780 Third Avenue, 47th Floor, New York City, NY, 10017, USA
| | | | | | | | | | - Jordan Orange
- Jeffrey Modell Foundation, 780 Third Avenue, 47th Floor, New York City, NY, 10017, USA
| | - Fred Modell
- Jeffrey Modell Foundation, 780 Third Avenue, 47th Floor, New York City, NY, 10017, USA.
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18
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Elsink K, van Montfrans JM, van Gijn ME, Blom M, van Hagen PM, Kuijpers TW, Frederix GWJ. Cost and impact of early diagnosis in primary immunodeficiency disease: A literature review. Clin Immunol 2020; 213:108359. [PMID: 32035178 DOI: 10.1016/j.clim.2020.108359] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 01/07/2020] [Accepted: 02/04/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND New, innovative, costly diagnostic methods for patients with primary immunodeficiencies (PID) demand upfront insight into their potential cost savings and added value for individual patients. As such, high quality, comparable economic evaluations are of utmost importance to enable informed decisions. The objective of this review was therefore to create an extensive overview of current costing studies and potential cost savings of early diagnosis in primary immunodeficiency disease. METHODS A literature search in PubMed was conducted and studies involving any form of costing study in the field of PIDs were included. Of the included studies, study characteristics, cost parameters and benefits of early diagnosis were extracted and outlined in separate tables. RESULTS Twenty two studies met the inclusion criteria and were included in the review. The papers were categorized according to their subject: neonatal screening for severe combined immunodeficiency (SCID), Ig replacement therapies and studies reporting on costs of general or specific PIDs. Within and between these groups variability in reported costing characteristics was observed. In studies that reported cost savings pre- and post-diagnosis, cost savings ranged from 6500 to 108,463 USD of total costs per patient. CONCLUSION This literature review shows that, regardless of what aspect of PIDs has been studied, in nearly all cases early diagnosis reduces health care consumption and leads to better health outcomes for patients with PIDs. We found considerable variability in costing characteristics of economic evaluations of PID patients, which hampers the comparability of outcomes. More effort is needed to create uniformity and define cost parameters in economic evaluations in the field of PIDs, facilitating further prospective research to extensively assess the benefits of early diagnosis.
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Affiliation(s)
- Kim Elsink
- Department of Pediatric Immunology and Infectious Diseases, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Joris M van Montfrans
- Department of Pediatric Immunology and Infectious Diseases, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Mariëlle E van Gijn
- Department of Genetics, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Maartje Blom
- Department of Pediatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - P Martin van Hagen
- Department of Pediatric Hematology, Immunology and Infectious Diseases, Emma Children's Hospital, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - T W Kuijpers
- Department of Internal Medicine/Immunology, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Geert W J Frederix
- Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands.
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Villavicencio MF, Pedroza LA. Diagnosis of primary immunodeficiency diseases in the developing world: the need for education and networking with the developed world. Curr Opin Pediatr 2019; 31:835-842. [PMID: 31693595 DOI: 10.1097/mop.0000000000000834] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Even with the evident improvement in knowledge about clinical and molecular aspects and the technology used to diagnose primary immunodeficiency diseases (PIDs), there is still a significant delay in recognition of these diseases in the developing world, specifically in Latin America. In this review, the goal is to outline the challenges that need to overcome for the diagnosis of PIDs and the optimization of resources available based on our experience. RECENT FINDINGS We describe the advances achieved in the past decade in Latin America in terms of recognition of PIDs, as well as the need for improvement. We outline the need for continued medical education, the lack of resources for laboratory testing, and how genetic testing through next-generation sequencing (that is becoming a day-to-day tool) can be achieved in the developing world. SUMMARY We aim to gather information about the limitations and challenges for the diagnosis of PIDs in a low-resource environment and the opportunities to benefit from the available advanced tools for diagnosis.
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Affiliation(s)
| | - Luis Alberto Pedroza
- Universidad San Francisco de Quito, Colegio de Ciencias de la Salud-Hospital de los Valles, Quito, Ecuador
- Department of Pediatrics, Section of Immunology, Allergy, and Rheumatology, Baylor College of Medicine, Houston, Texas, USA
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Abdel-Naby Awad OG. Prevalence of humoral immunodeficiency in adult patients with recurrent tonsillitis. Am J Otolaryngol 2019; 40:102275. [PMID: 31445931 DOI: 10.1016/j.amjoto.2019.08.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Revised: 08/09/2019] [Accepted: 08/13/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Recurrent tonsillitis in adults has a significant impact on patients' daily life and healthcare costs. Humoral immunodeficiency increases the susceptibility to recurrent infections. The purpose of this study was to investigate the prevalence and contribution of humoral immunodeficiency in adult patients with recurrent tonsillitis. MATERIAL AND METHODS A prospective cross-sectional study conducted over 3 years duration with two groups of subjects. Group 1: included 50 normal adult subjects and group 2: included 50 adult patients with recurrent tonsillitis. Recruitment occurred in a tertiary care hospital in Egypt. Different immunoglobulins (Ig A, Ig M and Ig G isotypes) were quantitatively assessed and compared in 2 groups. Incidence of different infections was also compared in patients with humoral immunodeficiency versus patients with intact immunity. RESULTS 4 (8%) subjects in group 1 had selective humoral Immunodeficiency versus 13 (26%) patients in group 2. Patients with recurrent tonsillitis had significantly lower mean of most assessed immunoglobulins: IgA (P = 0.002), IgM (P = 0.003), IgG (P < 0.0001), IgG1 (P < 0.0001) and IgG3 (P < 0.0001) compared to normal subjects; with no significant difference in mean of IgG2 (P = 0.395) and IgG4 (P = 0.105). Patients with humoral immunodeficiency had significantly higher incidence of tonsillitis (P < 0.0001) and rhinosinusitis (P < 0.0001) attacks compared to patients with normal immunity. CONCLUSION Adult patients with recurrent tonsillitis may have higher prevalence of humoral immunodeficiency compared to normal subjects. These findings suggest that assessment of immune function should be undertaken routinely in these patients.
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Focus on Chronic Variable Immunodeficiency for Primary Care Practitioners, the Gatekeepers to Optimal Health Outcomes for Primary Immunodeficiency Syndromes. CURRENT PEDIATRICS REPORTS 2019. [DOI: 10.1007/s40124-019-00202-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Abstract
Purpose of Review
This review sought to assess the extent and causes of suboptimal healthcare outcomes for chronic variable immunodeficiency (CVID).
Recent Findings
Significant improvements in diagnostic technology and treatment protocols over time were found, leading to reduced morbidity and mortality for those accessing therapies. Treatments continue to be largely non-curative with financing (mainly insurance coverage) an obstacle. Symptom recognition by primary care practitioners (PCP) remains a gating factor to treatment and a widespread and persistent barrier to optimal health outcomes.
Summary
CVID is a subtype of primary immunodeficiency (PIDD) associated with under-diagnosis. It has emerged as a health issue more prevalent than historically known. No symptom-recognition framework for early detection of CVID has been generally accepted; those proposed for primary immunodeficiencies have shown low sensitivity, low specificity or both. Positive trends in cases diagnosed have been aided by awareness campaigns and international collaborations. However, treatments for CVID will not realize full potential without effective, accepted frameworks for timely identification in the clinic.
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Dias ALA, da Silva RG, Cunha FGP, Morcillo AM, Lorand-Metze I, Vilela MMDS, Riccetto AGL. Managing costs in primary immunodeficiency: minimal immunophenotyping and three national references. APMIS 2019; 127:228-235. [PMID: 30908772 DOI: 10.1111/apm.12932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 01/09/2019] [Indexed: 01/25/2023]
Abstract
Our aim was to evaluate the cost-effectiveness of a minimal lymphocyte subset quantification (LSQ) by flow cytometry as the first screening in children with clinically suspected primary immunodeficiency (PID). Two hundred sixty-eight Brazilian patients (0-21 years old) were studied. They were divided by clinical and phenotypical features into those fulfilling criteria for PID (PID phenotype) according to the 2017 International Union of Immunological Societies (IUIS) classification and those not fulfilling these criteria (non-PID phenotype). We evaluated how many patients had values below the 10th percentile for five lymphocyte subsets in peripheral blood, (suggestive of PID) according to reference values for Brazil, Italy and USA. Three lymphocyte subsets (T CD3/CD4, B CD19 and NK CD16/CD56) had p-value < 0.05 and Odds Ratio (OR) indicating a risk at least two times higher for the diagnosis of a PID phenotype. The application of Kappa coefficient (k) on Brazilian vs Italian and Brazilian vs US data sets resulted in k compatible with strong or excellent level of agreement between the three classification systems. The authors conclude that a number of CD3+ /CD4+ , CD19+ and CD16+ /CD56+ (NK) cells in peripheral blood <10th percentile represented a significant risk for the diagnosis of PID in this cohort. Natural killer (NK) deficiency is quite rare and has a very specific clinical profile. So, the analysis of these cells could be requested only in some cases, saving even more costs. The minimal immunophenotyping, with quantification of T CD4+ , CD19+ and in some cases CD16+ /CD56+ cells, may be a useful tool for the first screening of PID, saving costs, especially in developing countries.
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Affiliation(s)
- Ana Luisa Abrahão Dias
- Pediatric Allergy and Immunology/Center of Investigation in Pediatrics (CIPED), Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
| | - Raquel Gomes da Silva
- Laboratory of Cell Markers - Hematology/Hemotherapy Center, Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
| | - Fernanda Gonçalves Pereira Cunha
- Laboratory of Cell Markers - Hematology/Hemotherapy Center, Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
| | - André Moreno Morcillo
- Pediatric Department, Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
| | - Irene Lorand-Metze
- Laboratory of Cell Markers - Hematology/Hemotherapy Center, Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
| | - Maria Marluce Dos Santos Vilela
- Pediatric Allergy and Immunology/Center of Investigation in Pediatrics (CIPED), Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
| | - Adriana Gut Lopes Riccetto
- Pediatric Allergy and Immunology/Center of Investigation in Pediatrics (CIPED), Faculty of Medical Sciences, State University of Campinas - Unicamp, Sao Paulo, Brazil
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Seidel MG, Kindle G, Gathmann B, Quinti I, Buckland M, van Montfrans J, Scheible R, Rusch S, Gasteiger LM, Grimbacher B, Mahlaoui N, Ehl S. The European Society for Immunodeficiencies (ESID) Registry Working Definitions for the Clinical Diagnosis of Inborn Errors of Immunity. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2019; 7:1763-1770. [PMID: 30776527 DOI: 10.1016/j.jaip.2019.02.004] [Citation(s) in RCA: 312] [Impact Index Per Article: 62.4] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 02/05/2019] [Accepted: 02/06/2019] [Indexed: 12/14/2022]
Abstract
Patient registries are instrumental for clinical research in rare diseases. They help to achieve a sufficient sample size for epidemiological and clinical research and to assess the feasibility of clinical trials. The European Society for Immunodeficiencies (ESID) registry currently comprises information on more than 25,000 patients with inborn errors of immunity (IEI). The prerequisite of a patient to be included into the ESID registry is an IEI either defined by a defect in a gene included in the disease classification of the international union of immunological societies, or verified by applying clinical criteria. Because a relevant number of patients, including those with common variable immunodeficiency (CVID), representing the largest group of patients in the registry, remain without a genetic diagnosis, consensus on classification of these patients is mandatory. Here, we present clinical criteria for a large number of IEI that were designed in expert panels with an external review. They were implemented for novel entries and verification of existing data sets from 2014, yielding a substantial refinement. For instance, 8% of adults and 27% of children with CVID (176 of 1704 patients) were reclassified to 22 different immunodeficiencies, illustrating progress in genetics, but also the previous lack of standardized disease definitions. Importantly, apart from registry purposes, the clinical criteria are also helpful to support treatment decisions in the absence of a genetic diagnosis or in patients with variants of unknown significance.
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Affiliation(s)
- Markus G Seidel
- Division of Pediatric Hemato-Oncology, Department of Pediatrics and Adolescent Medicine, Research Unit for Pediatric Hematology and Immunology, Medical University Graz, Graz, Austria.
| | - Gerhard Kindle
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Central Facility Biobanking, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Benjamin Gathmann
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Isabella Quinti
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Matthew Buckland
- Great Ormond St Hospital for Children NHS Foundation Trust and UCL Institute of Molecular and Cellular Immunology, Institute of Child Health, London, UK
| | - Joris van Montfrans
- Pediatric Immunology and Infectious Diseases, UMC Utrecht, Utrecht, the Netherlands
| | - Raphael Scheible
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Stephan Rusch
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Central Facility Biobanking, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lukas M Gasteiger
- Division of Pediatric Hemato-Oncology, Department of Pediatrics and Adolescent Medicine, Research Unit for Pediatric Hematology and Immunology, Medical University Graz, Graz, Austria
| | - Bodo Grimbacher
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; DZIF, German Center for Infection Research, Satellite Center Freiburg, Freiburg, Germany; CIBSS - Centre for Integrative Biological Signalling Studies, Albert-Ludwigs University, Freiburg, Germany; RESIST - Cluster of Excellence 2155 to Hanover Medical School, Satellite Center Freiburg, Freiburg, Germany
| | - Nizar Mahlaoui
- CEREDIH, French National Reference Centre for Primary ImmunoDeficiencies and Pediatric Immuno-Hematology and Rheumatology Unit, Necker-Enfants Malades University Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Stephan Ehl
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Center for Pediatrics and Adolescent Medicine, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
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