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Millington DS. How mass spectrometry revolutionized newborn screening. J Mass Spectrom Adv Clin Lab 2024; 32:1-10. [PMID: 38333514 PMCID: PMC10847993 DOI: 10.1016/j.jmsacl.2024.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 01/24/2024] [Accepted: 01/26/2024] [Indexed: 02/10/2024] Open
Abstract
This article offers a personal account of a remarkable journey spanning over 30 years of applied mass spectrometry in a clinical setting. It begins with the author's inspiration from a clinician's story of rescuing a child from near death with a revolutionary therapeutic intervention. Motivated by this experience, the author delved into the field of chemistry and mass spectrometry to solve an analytical challenge. The breakthrough came with the development of the first front-line diagnostic test performed by MS/MS, which focused on analyzing acylcarnitines to detect and diagnose inherited disorders related to fatty acid and branched-chain amino acid catabolism. Building upon this success, the author expanded the application of the method to dried blood spots, incorporating additional analytical components such as essential amino acids. The result was a groundbreaking multiplex assay capable of screening newborns for more than 30 inherited metabolic conditions with just one test. This novel approach laid the foundation for a targeted metabolomics platform that facilitated the identification of new animal models of metabolic disease through screening the offspring of genetically modified adults. The development and utilization of MS/MS with UPLC has led to the creation of new assays for biomarkers of metabolic disease, benefiting both the diagnosis and therapeutic monitoring of these conditions. The article provides compelling examples from the author's laboratory, highlighting the value and vast applications of these methods in the field of metabolic disease research.
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Affiliation(s)
- David S Millington
- Duke University Medical Center, Department of Pediatrics, Durham, NC, USA
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de Hora M, Heather N, Webster D, Albert B, Hofman P. The use of liquid chromatography-tandem mass spectrometry in newborn screening for congenital adrenal hyperplasia: improvements and future perspectives. Front Endocrinol (Lausanne) 2023; 14:1226284. [PMID: 37850096 PMCID: PMC10578435 DOI: 10.3389/fendo.2023.1226284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 09/12/2023] [Indexed: 10/19/2023] Open
Abstract
Newborn screening for congenital adrenal hyperplasia using 17-hydroxyprogesterone by immunoassay remains controversial despite screening been available for almost 40 years. Screening is confounded by poor immunoassay specificity, fetal adrenal physiology, stress, and illness which can result in a large number of false positive screening tests. Screening programmes apply higher screening thresholds based on co-variates such as birthweight or gestational age but the false positive rate using immunoassay remains high. Mass spectrometry was first applied to newborn screening for congenital adrenal hyperplasia over 15 years ago. Elevated 17-hydroxprogesterone by immunoassay can be retested with a specific liquid chromatography tandem mass spectrometry assay that may include additional steroid markers. Laboratories register with quality assurance programme providers to ensure accurate steroid measurements. This has led to improvements in screening but there are additional costs and added laboratory workload. The search for novel steroid markers may inform further improvements to screening. Studies have shown that 11-oxygenated androgens are elevated in untreated patients and that the adrenal steroidogenesis backdoor pathway is more active in babies with congenital adrenal hyperplasia. There is continual interest in 21-deoxycortisol, a specific marker of 21-hydroxylase deficiency. The measurement of androgenic steroids and their precursors by liquid chromatography tandem mass spectrometry in bloodspots may inform improvements for screening, diagnosis, and treatment monitoring. In this review, we describe how liquid chromatography tandem mass spectrometry has improved newborn screening for congenital adrenal hyperplasia and explore how future developments may inform further improvements to screening and diagnosis.
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Affiliation(s)
- Mark de Hora
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Natasha Heather
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Dianne Webster
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Benjamin Albert
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Paul Hofman
- Clinical Research Unit, Liggins Institute, University of Auckland, Auckland, New Zealand
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Conlon TA, Hawkes CP, Brady JJ, Loeber JG, Murphy N. International Newborn Screening Practices for the Early Detection of Congenital Adrenal Hyperplasia. Horm Res Paediatr 2023; 97:113-125. [PMID: 37231960 DOI: 10.1159/000530754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 04/11/2023] [Indexed: 05/27/2023] Open
Abstract
INTRODUCTION Newborn screening (NBS) programmes vary internationally in their approach to screening. Guidelines for congenital adrenal hyperplasia (CAH) screening recommend the use of two-tier testing and gestational age cutoffs to minimise false-positive results. The aims of this study were to describe (1) the approaches; (2) protocols used; and (3) available outcomes for CAH screening internationally. METHODS All members of the International Society for Neonatal Screening were asked to describe their CAH NBS protocols, with an emphasis on the use of second-tier testing, 17-hydroxyprogesterone (17OHP) cutoffs, and gestational age and birth weight adjustments. If available, screening outcomes were requested. RESULTS Representatives from 23 screening programmes provided data. Most (n = 14; 61%) recommend sampling at 48-72 h of life. Fourteen (61%) use single-tier testing and 9 have a two-tier testing protocol. Gestational age cutoffs are used in 10 programmes, birth weight cutoffs in 3, and a combination of both in 9. One programme does not use either method of adjusting 17OHP cutoffs. Case definition of a positive test and the response to a positive test differed between programmes. CONCLUSIONS We have demonstrated significant variation across all aspects of NBS for CAH, including timing, the use of single versus two-tier testing and cutoff interpretation. Collaboration between international screening programmes and implementation of new techniques to improve screen efficacy will facilitate ongoing expansion and quality improvement in CAH NBS.
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Affiliation(s)
- Tracey A Conlon
- Department of Paediatric Endocrinology, Children's Health Ireland at Temple Street, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Colin P Hawkes
- INFANT Research Centre, University College Cork, Cork, Ireland
- Perelman School of Medicine, University of Pennsylvania, PA, Philadelphia, USA
- Department of Paediatrics and Child Health, University College Cork, Cork, Ireland
| | - Jennifer J Brady
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Paediatric Laboratory Medicine, Children's Health Ireland at Temple Street, Dublin, Ireland
| | - J Gerard Loeber
- Office of the International Society for Neonatal Screening, Maarssen, The Netherlands
| | - Nuala Murphy
- Department of Paediatric Endocrinology, Children's Health Ireland at Temple Street, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
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Yoon YA, Woo S, Kim MS, Kim B, Choi YJ. Establishing 17-Hydroxyprogesterone Cutoff Values for Congenital Adrenal Hyperplasia in Preterm, Low Birth Weight, and Sick Newborns. Exp Clin Endocrinol Diabetes 2023; 131:216-221. [PMID: 36854385 DOI: 10.1055/a-2022-8399] [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: 03/02/2023]
Abstract
BACKGROUND Newborn screening for congenital adrenal hyperplasia (CAH) has benefits with a high adoption rate worldwide. It also has problems of high false positives, which can cause stress to the patient's family with economic losses and unnecessary visits of newborns to hospitals. Therefore, we investigated the influence of birth weight (BW), gestational age (GA), and GA with sampling time on 17-hydroxyprogesterone (17-OHP) concentration and attempted to establish the 17-OHP cutoff values in preterm, low birth weight (LBW), and sick newborns. METHODS Newborns (n=1,071) born between October 2020 and January 2022 were screened for CAH. Samples from neonates were collected on filter paper with the heel prick method. 17-OHP concentration was measured by time-resolved immunofluorescence with an AutoDELFIA Neonatal 17-hydroxyprogesteron kit and grouped in relation to BW, GA, and GA with sampling time. RESULTS The median age of newborns at neonatal sample collection was 6 days. 17-OHP concentration showed a statistically significant negative correlation with BW (r=-0.488, p<0.001) and GA (r=-0.560, p<0.001). Full-term and preterm subgroups had a similar decreasing tendency of 17-OHP concentration with increasing sampling time. Application of newly establishing cutoff criteria significantly reduced recall rates to 1.16%, 0.9%, and 1.75% according to each criterion of BW, GA, and GA with sampling time, respectively. CONCLUSIONS This study presents new 17-OHP cutoff values for preterm, LBW, and sick newborns. These data in our laboratory can be used as a reference by other laboratories for establishing new cutoff criteria to help lower the high recall rate and reduce unnecessary follow-up tests.
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Affiliation(s)
- Young Ahn Yoon
- Department of Laboratory Medicine, Soonchunhyang University Cheonan Hospital, Soonchunhyang University College of Medicine, Cheonan, Korea
| | - Suhyeon Woo
- Department of Laboratory Medicine, Soonchunhyang University Cheonan Hospital, Soonchunhyang University College of Medicine, Cheonan, Korea
| | - Min-Sun Kim
- Department of Laboratory Medicine, Soonchunhyang University Cheonan Hospital, Soonchunhyang University College of Medicine, Cheonan, Korea
| | - Bohyun Kim
- Department of Laboratory Medicine, Soonchunhyang University Cheonan Hospital, Soonchunhyang University College of Medicine, Cheonan, Korea
| | - Young-Jin Choi
- Department of Laboratory Medicine, Soonchunhyang University Cheonan Hospital, Soonchunhyang University College of Medicine, Cheonan, Korea
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Matharu PK, Held PK, Allen DB. Multiple 17-OHP Cutoff Co-Variates Fail to Improve 21-Hydroxylase Deficiency Screening Accuracy. Int J Neonatal Screen 2022; 8:ijns8040057. [PMID: 36412583 PMCID: PMC9680344 DOI: 10.3390/ijns8040057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 10/18/2022] [Accepted: 10/21/2022] [Indexed: 12/14/2022] Open
Abstract
To improve the positive predictive value (PPV) of newborn screening for 21-hydroxylase deficiency (21OHD), co-variates have been used to modify 17-hydroxyprogesterone (17OHP) cutoffs. The objective of this study is to evaluate whether 17OHP screening cutoffs adjusted for both collection time (CT) and birth weight (BW) improved the sensitivity and PPV of 21OHD screening. Unaffected newborn screening samples were stratified based on BW and CT to establish 17OHP concentration cutoffs at the 95th and 99th percentile. These cutoffs were applied to a cohort of confirmed cases of 21OHD to determine the sensitivity and PPV of the modified screening parameters. 17OHP cutoffs at the 99th percentile, adjusted for BW and CT, had a sensitivity of 96.3% and a specificity of 98.9%, but a relatively low PPV (0.130) for the identification of 21OHD and did not detect all cases. Use of the 95th percentile further increased sensitivity to 98.1% but resulted in a notably lower PPV (0.027). Alternative approaches that do not rely exclusively on 17OHP are needed to improve newborn screening accuracy for 21OHD.
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Affiliation(s)
- Preet K. Matharu
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI 53726, USA
| | - Patrice K. Held
- Oregon State Public Health Laboratory, Oregon Health Authority, Hillsboro, OR 97124, USA
| | - David B. Allen
- Department of Pediatrics, Division of Endocrinology and Diabetes, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA
- Correspondence: ; Tel.: +1-608-263-5835
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Evaluation of a New Laboratory Protocol for Newborn Screening for Congenital Adrenal Hyperplasia in New Zealand. Int J Neonatal Screen 2022; 8:ijns8040056. [PMID: 36278626 PMCID: PMC9590017 DOI: 10.3390/ijns8040056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 11/05/2022] Open
Abstract
Between 2005 and 2021, 49 cases of classical congenital adrenal hyperplasia were diagnosed in New Zealand, 39 were detected in newborns and 10 were not detected by screening. Currently, for every case of CAH detected by screening, 10 false-positive tests are encountered. Second-tier liquid chromatography-tandem mass spectrometry (LCMSMS) has the potential to improve screening sensitivity and specificity. A new laboratory protocol for newborn screening for CAH was evaluated. Birthweight-adjusted thresholds for first- and second-tier 17-hydroxyprogesterone, second-tier 21-deoxycortisol and a steroid ratio were applied to 4 years of newborn screening data. The study was enriched with 35 newborn screening specimens from confirmed CAH cases. Newborn screening was conducted on 232,542 babies, and 11 cases of classical CAH were detected between 2018 and 2021. There were 98 false-positive tests (specificity 99.96%, PPV = 10.1%) using the existing protocol. Applying the new protocol, the same 11 cases were detected, and there were 13 false-positive tests (sensitivity > 99.99%, PPV = 45.8%, (X2 test p < 0.0001). Incorporating the retrospective specimens, screening sensitivity for classical CAH was 78% (existing protocol), compared to 87% for the new protocol (X2 test p = 0.1338). Implementation of LCMSMS as a second-tier test will improve newborn screening for classical CAH in New Zealand.
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Zhang Q, Zhan M, Wu H, Feng P, Jin X, Wan Z, Yan J, Zhang P, Ke P, Zhuang J, Zhou J, Han L, Huang X. Simultaneous quantitation of 17 endogenous adrenal corticosteroid hormones in human plasma by UHPLC-MS/MS and their application in congenital adrenal hyperplasia screening. Front Chem 2022; 10:961660. [PMID: 36034654 PMCID: PMC9403142 DOI: 10.3389/fchem.2022.961660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 06/30/2022] [Indexed: 11/13/2022] Open
Abstract
Accurate investigation of adrenal hormone levels plays a vital role in pediatric endocrinology for the detection of steroid-related disorders. This study aims to develop a straightforward, sensitive UHPLC-MS/MS method to quantify 17 endogenous adrenal corticosteroid hormones in human plasma. These hormones are the main ingredients in the synthetic and metabolic pathways of adrenal corticosteroid hormones. Chromatographic separation was achieved on a C18 column before electrospray ionization triple-quadrupole mass spectrometry in multiple reaction monitoring mode with a run time of 7 min. The samples were extracted by liquid-liquid extraction and required no derivatization. Analytical performance was evaluated, including linearity, analytical sensitivity, accuracy, precision, and specificity. Plasma specimens from 32 congenital adrenal hyperplasia (CAH) patients and 30 healthy volunteers were analyzed to further reveal the diagnostic value of multiple steroid hormones in the synthetic and metabolic pathways of adrenal corticosteroid in CAH diagnosis. All hormones were effectively extracted and separated using our method. The method was essentially free from potential interference of isomers or structural analogues. The imprecisions were <10%. The lower limits of quantification varied from 0.05 to 15.0 ng/ml. Good linearity coefficients (r2 > 0.998) were also obtained for most hormones in the required concentration range, except for 21-deoxycortisol (r2 = 0.9967) and androstenediol (r2 = 0.9952). The recoveries for the steroid hormones ranged from 91.7 to 109.8%. We developed the UHPLC-MS/MS method for the simultaneous measurement of steroid hormones. The results showed that measurement of steroid hormones simultaneously could improve the diagnostic efficiency of CAH.
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Affiliation(s)
- Qiaoxuan Zhang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Min Zhan
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Huihui Wu
- Anhui Prevention and Treatment Center for Occupational Disease, Anhui No. 2 Provincial People’s Hospital, Hefei, China
| | - Pinning Feng
- Department of Laboratory Medicine, Sun Yat-Sen University First Affiliated Hospital, Guangzhou, China
| | - Xing Jin
- The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Zemin Wan
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Jun Yan
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Pengwei Zhang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Peifeng Ke
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Junhua Zhuang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Jiuyao Zhou
- Department of Pharmacology, School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Liqiao Han
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
- *Correspondence: Liqiao Han, ; Xianzhang Huang,
| | - Xianzhang Huang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
- *Correspondence: Liqiao Han, ; Xianzhang Huang,
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Younesi S, Yazdani B, Taheri Amin MM, Saadati P, Jamali S, Modarresi M, Savad S, Amidi S, Razavi H, Ghafouri‐Fard S. Incorporation of second-tier tests and secondary biomarkers to improve positive predictive value (PPV) rate in newborn metabolic screening program. J Clin Lab Anal 2022; 36:e24471. [PMID: 35500172 PMCID: PMC9279966 DOI: 10.1002/jcla.24471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/20/2022] [Accepted: 04/21/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Nowadays, neonatal screening has become an essential part of routine newborn care in the world. This is a non-invasive evaluation that evaluated inborn errors of metabolisms (IEMs) using tandem mass spectrometry (LC-MS/MS) for the evaluation of the baby's risk of certain metabolic disorders. METHODS This retrospective study was conducted on 39987 Iranian newborns who were referred to Nilou Medical Laboratory, Tehran, Iran, for newborn screening programs of IEMs. We incorporated second-tier tests and secondary biomarkers to improve positive predictive value (PPV). RESULTS Statistical data were recorded via call interviewing in 6-8 months after their screening tests. The overall prevalence of IEM was 1:975. The mean age of all participants was 3.9 ± 1.1 days; 5.1% of participants were over 13 days and 7.7% were preterm or underweight. A total of 11384 (29.4%) of the cases were born in a consanguineous family. The type of delivery was the cesarean section in 8332 (51.3%) valid cases. The neonatal screening results had an overall negative predictive value (NPV) of 100% and the overall PPV of 40.2%. The false-positive rate was 0.15%. CONCLUSION This study showed a high incidence of metabolic disease due to a high rate of consanguineous marriages in Iran and indicated that incorporation of second-tier tests and secondary biomarkers improves PPV of neonatal screening programs.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Soudeh Ghafouri‐Fard
- Department of Medical GeneticsShahid Beheshti University of Medical SciencesTehranIran
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Agnani H, Bachelot G, Eguether T, Ribault B, Fiet J, Le Bouc Y, Netchine I, Houang M, Lamazière A. A proof of concept of a machine learning algorithm to predict late-onset 21-hydroxylase deficiency in children with premature pubic hair. J Steroid Biochem Mol Biol 2022; 220:106085. [PMID: 35292353 DOI: 10.1016/j.jsbmb.2022.106085] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 02/27/2022] [Accepted: 03/01/2022] [Indexed: 10/18/2022]
Abstract
In children with premature pubarche (PP), late onset 21-hydroxylase deficiency (21-OHD), also known as non-classical congenital adrenal hyperplasia (NCCAH), can be routinely ruled out by an adrenocorticotropic hormone (ACTH) test. Using liquid chromatography-tandem mass spectrometry (LC-MS/MS), a quantitative assay of the circulating steroidome can be obtained from a single blood sample. We hypothesized that, by applying multivariate machine learning (ML) models to basal steroid profiles and clinical parameters of 97 patients, we could distinguish children with PP from those with NCCAH, without the need for ACTH testing. Every child presenting with PP at the Trousseau Pediatric Endocrinology Unit between 2016 and 2018 had a basal and stimulated steroidome. Patients with central precocious puberty were excluded. The first set of patients (year 1, training set, n = 58), including 8 children with NCCAH verified by ACTH test and genetic analysis, was used to train the model. Subsequently, a validation set of an additional set of patients (year 2, n = 39 with 5 NCCAH) was obtained to validate our model. We designed a score based on an ML approach (orthogonal partial least squares discriminant analysis). A metabolic footprint was assigned for each patient using clinical data, bone age, and adrenal steroid levels recorded by LC-MS/MS. Supervised multivariate analysis of the training set (year 1) and validation set (year 2) was used to validate our score. Based on selected variables, the prediction score was accurate (100%) at differentiating premature pubarche from late onset 21-OHD patients. The most significant variables were 21-deoxycorticosterone, 17-hydroxyprogesterone, and 21-deoxycortisol steroids. We proposed a new test that has excellent sensitivity and specificity for the diagnosis of NCCAH, due to an ML approach.
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Affiliation(s)
- Héléna Agnani
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Sorbonne Université, Paris, France; Explorations Fonctionnelles Endocriniennes, Hôpital Armand Trousseau, AP-HP, 26 Av Dr Netter, Paris 75012, France
| | - Guillaume Bachelot
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Département de Métabolomique Clinique, Hôpital Saint Antoine, AP-HP/Sorbonne Université, Paris, France
| | - Thibaut Eguether
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Département de Métabolomique Clinique, Hôpital Saint Antoine, AP-HP/Sorbonne Université, Paris, France
| | - Bettina Ribault
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Département de Métabolomique Clinique, Hôpital Saint Antoine, AP-HP/Sorbonne Université, Paris, France
| | - Jean Fiet
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Département de Métabolomique Clinique, Hôpital Saint Antoine, AP-HP/Sorbonne Université, Paris, France
| | - Yves Le Bouc
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Sorbonne Université, Paris, France; Explorations Fonctionnelles Endocriniennes, Hôpital Armand Trousseau, AP-HP, 26 Av Dr Netter, Paris 75012, France
| | - Irène Netchine
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Sorbonne Université, Paris, France; Explorations Fonctionnelles Endocriniennes, Hôpital Armand Trousseau, AP-HP, 26 Av Dr Netter, Paris 75012, France
| | - Muriel Houang
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Sorbonne Université, Paris, France; Explorations Fonctionnelles Endocriniennes, Hôpital Armand Trousseau, AP-HP, 26 Av Dr Netter, Paris 75012, France
| | - Antonin Lamazière
- Sorbonne Université, Saint Antoine Research center, CRSA, INSERM, Département de Métabolomique Clinique, Hôpital Saint Antoine, AP-HP/Sorbonne Université, Paris, France.
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Held PK, Bialk ER, Lasarev MR, Allen DB. 21-Deoxycortisol is a Key Screening Marker for 21-Hydroxylase Deficiency. J Pediatr 2022; 242:213-219.e1. [PMID: 34780778 DOI: 10.1016/j.jpeds.2021.10.063] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/11/2021] [Accepted: 10/31/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVES To assess whether 21-deoxycortisol (21deoxy) can be used to predict 21-hydroxylase deficiency (21OHD) in newborns and to evaluate the influence of gestational age and the timing of collection on 21deoxy concentrations. STUDY DESIGN 17-hydroxyprogesterone (17OHP) and 21deoxy levels were measured in 906 newborn screening specimens (851 unaffected newborns, 55 confirmed cases of 21OHD) to compare their ability to identify babies with 21OHD. In addition, these 2 steroids were assessed in the unaffected cohort to determine the influence of gestational age (ranging from 23 to 42 weeks) and the timing of specimen collection on the measured concentrations. RESULTS The gestational age of the newborn impacted both 17OHP and 21deoxy concentrations, but the degree of influence was more substantial for 17OHP. Timing of collection did not affect 21deoxy concentration. Moreover, 21deoxy was a better predictor of 21OHD status compared with 17OHP, with little overlap in concentrations between the unaffected population and confirmed cases of 21OHD. A streamlined decision tree using solely 21deoxy (cutoff value, 0.85 ng/mL) yielded a 91.7% positive predictive value for 21OHD screening. CONCLUSIONS Our findings demonstrate that 21deoxy is a key disease marker of 21OHD and can be used to improve the accuracy of newborn screening for this disorder.
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Affiliation(s)
- Patrice K Held
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI; Wisconsin State Laboratory of Hygiene, University of Wisconsin School of Medicine and Public Health, Madison, WI.
| | - Eric R Bialk
- Wisconsin State Laboratory of Hygiene, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Michael R Lasarev
- Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - David B Allen
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI
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Karashima S, Osaka I. Rapidity and Precision of Steroid Hormone Measurement. J Clin Med 2022; 11:jcm11040956. [PMID: 35207229 PMCID: PMC8879901 DOI: 10.3390/jcm11040956] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/07/2022] [Accepted: 02/09/2022] [Indexed: 11/16/2022] Open
Abstract
Steroids are present in all animals and plants, from mammals to prokaryotes. In the medical field, steroids are commonly classified as glucocorticoids, mineralocorticoids, and gonadal steroid hormones. Monitoring of hormones is useful in clinical and research fields for the assessment of physiological changes associated with aging, disease risk, and the diagnostic and therapeutic effects of various diseases. Since the discovery and isolation of steroid hormones, measurement methods for steroid hormones in biological samples have advanced substantially. Although immunoassays (IAs) are widely used in daily practice, mass spectrometry (MS)-based methods have been reported to be more specific. Steroid hormone measurement based on MS is desirable in clinical practice; however, there are several drawbacks, including the purchase and maintenance costs of the MS instrument and the need for specialized training of technicians. In this review, we discuss IA- and MS-based methods currently in use and briefly present the history of steroid hormone measurement. In addition, we describe recent advances in IA- and MS-based methods and future applications and considerations.
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Affiliation(s)
- Shigehiro Karashima
- Institute of Liberal Arts and Science, Kanazawa University, Kanazawa 921-1192, Japan
- Correspondence: (S.K.); (I.O.)
| | - Issey Osaka
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, Imizu 939-0398, Japan
- Correspondence: (S.K.); (I.O.)
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Claahsen - van der Grinten HL, Speiser PW, Ahmed SF, Arlt W, Auchus RJ, Falhammar H, Flück CE, Guasti L, Huebner A, Kortmann BBM, Krone N, Merke DP, Miller WL, Nordenström A, Reisch N, Sandberg DE, Stikkelbroeck NMML, Touraine P, Utari A, Wudy SA, White PC. Congenital Adrenal Hyperplasia-Current Insights in Pathophysiology, Diagnostics, and Management. Endocr Rev 2022; 43:91-159. [PMID: 33961029 PMCID: PMC8755999 DOI: 10.1210/endrev/bnab016] [Citation(s) in RCA: 187] [Impact Index Per Article: 93.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Indexed: 11/19/2022]
Abstract
Congenital adrenal hyperplasia (CAH) is a group of autosomal recessive disorders affecting cortisol biosynthesis. Reduced activity of an enzyme required for cortisol production leads to chronic overstimulation of the adrenal cortex and accumulation of precursors proximal to the blocked enzymatic step. The most common form of CAH is caused by steroid 21-hydroxylase deficiency due to mutations in CYP21A2. Since the last publication summarizing CAH in Endocrine Reviews in 2000, there have been numerous new developments. These include more detailed understanding of steroidogenic pathways, refinements in neonatal screening, improved diagnostic measurements utilizing chromatography and mass spectrometry coupled with steroid profiling, and improved genotyping methods. Clinical trials of alternative medications and modes of delivery have been recently completed or are under way. Genetic and cell-based treatments are being explored. A large body of data concerning long-term outcomes in patients affected by CAH, including psychosexual well-being, has been enhanced by the establishment of disease registries. This review provides the reader with current insights in CAH with special attention to these new developments.
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Affiliation(s)
| | - Phyllis W Speiser
- Cohen Children’s Medical Center of NY, Feinstein Institute, Northwell Health, Zucker School of Medicine, New Hyde Park, NY 11040, USA
| | - S Faisal Ahmed
- Developmental Endocrinology Research Group, School of Medicine Dentistry & Nursing, University of Glasgow, Glasgow, UK
| | - Wiebke Arlt
- Institute of Metabolism and Systems Research (IMSR), College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Richard J Auchus
- Division of Metabolism, Endocrinology, and Diabetes, Departments of Internal Medicine and Pharmacology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Henrik Falhammar
- Department of Molecular Medicine and Surgery, Karolinska Intitutet, Stockholm, Sweden
- Department of Endocrinology, Karolinska University Hospital, Stockholm, Sweden
| | - Christa E Flück
- Pediatric Endocrinology, Diabetology and Metabolism, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Leonardo Guasti
- Centre for Endocrinology, William Harvey Research Institute, Bart’s and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Angela Huebner
- Division of Paediatric Endocrinology and Diabetology, Department of Paediatrics, Universitätsklinikum Dresden, Technische Universität Dresden, Dresden, Germany
| | - Barbara B M Kortmann
- Radboud University Medical Centre, Amalia Childrens Hospital, Department of Pediatric Urology, Nijmegen, The Netherlands
| | - Nils Krone
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Department of Medicine III, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Deborah P Merke
- National Institutes of Health Clinical Center and the Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD 20892, USA
| | - Walter L Miller
- Department of Pediatrics, Center for Reproductive Sciences, and Institute for Human Genetics, University of California, San Francisco, CA 94143, USA
| | - Anna Nordenström
- Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
- Pediatric Endocrinology, Karolinska University Hospital, Stockholm, Sweden
| | - Nicole Reisch
- Medizinische Klinik IV, Klinikum der Universität München, Munich, Germany
| | - David E Sandberg
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Philippe Touraine
- Department of Endocrinology and Reproductive Medicine, Center for Rare Endocrine Diseases of Growth and Development, Center for Rare Gynecological Diseases, Hôpital Pitié Salpêtrière, Sorbonne University Medicine, Paris, France
| | - Agustini Utari
- Division of Pediatric Endocrinology, Department of Pediatrics, Faculty of Medicine, Diponegoro University, Semarang, Indonesia
| | - Stefan A Wudy
- Steroid Research & Mass Spectrometry Unit, Laboratory of Translational Hormone Analytics, Division of Paediatric Endocrinology & Diabetology, Justus Liebig University, Giessen, Germany
| | - Perrin C White
- Division of Pediatric Endocrinology, UT Southwestern Medical Center, Dallas TX 75390, USA
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Ishii T, Kashimada K, Amano N, Takasawa K, Nakamura-Utsunomiya A, Yatsuga S, Mukai T, Ida S, Isobe M, Fukushi M, Satoh H, Yoshino K, Otsuki M, Katabami T, Tajima T. Clinical guidelines for the diagnosis and treatment of 21-hydroxylase deficiency (2021 revision). Clin Pediatr Endocrinol 2022; 31:116-143. [PMID: 35928387 PMCID: PMC9297175 DOI: 10.1297/cpe.2022-0009] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 03/29/2022] [Indexed: 11/25/2022] Open
Abstract
Congenital adrenal hyperplasia is a category of disorders characterized by impaired
adrenocortical steroidogenesis. The most frequent disorder of congenital adrenal
hyperplasia is 21-hydroxylase deficiency, which is caused by pathogenic variants of
CAY21A2 and is prevalent between 1 in 18,000 and 20,000 in Japan. The
clinical guidelines for 21-hydroxylase deficiency in Japan have been revised twice since a
diagnostic handbook in Japan was published in 1989. On behalf of the Japanese Society for
Pediatric Endocrinology, the Japanese Society for Mass Screening, the Japanese Society for
Urology, and the Japan Endocrine Society, the working committee updated the guidelines for
the diagnosis and treatment of 21-hydroxylase deficiency published in 2014, based on
recent evidence and knowledge related to this disorder. The recommendations in the updated
guidelines can be applied in clinical practice considering the risks and benefits to each
patient.
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Affiliation(s)
- Tomohiro Ishii
- Differences of Sex Development (DSD) and Adrenal Disorders Committee, Japanese Society for Pediatric Endocrinology
| | - Kenichi Kashimada
- Differences of Sex Development (DSD) and Adrenal Disorders Committee, Japanese Society for Pediatric Endocrinology
| | - Naoko Amano
- Department of Pediatrics, Keio University School of Medicine, Tokyo, Japan
| | - Kei Takasawa
- Department of Pediatrics and Developmental Biology, Tokyo Medical and Dental University (TMDU), Tokyo, Japan
| | | | - Shuichi Yatsuga
- Committee on Mass Screening, Japanese Society for Pediatric Endocrinology
| | - Tokuo Mukai
- Differences of Sex Development (DSD) and Adrenal Disorders Committee, Japanese Society for Pediatric Endocrinology
| | - Shinobu Ida
- Differences of Sex Development (DSD) and Adrenal Disorders Committee, Japanese Society for Pediatric Endocrinology
| | | | | | | | | | | | | | - Toshihiro Tajima
- Committee on Mass Screening, Japanese Society for Pediatric Endocrinology
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14
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Li Z, Liang Y, Du C, Yu X, Hou L, Wu W, Ying Y, Luo X. Clinical applications of genetic analysis and liquid chromatography tandem-mass spectrometry in rare types of congenital adrenal hyperplasia. BMC Endocr Disord 2021; 21:237. [PMID: 34823514 PMCID: PMC8620188 DOI: 10.1186/s12902-021-00901-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/17/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Our study aims to summarize the clinical characteristics of rare types of congenital adrenal hyperplasia (CAH) other than 21-hydroxylase deficiency (21-OHD), and to explore the clinical applications of genetic analysis and liquid chromatography tandem-mass spectrometry (LC-MS/MS) in rare CAH. METHODS We retrospectively analysed the clinical data of 5 rare cases of CAH admitted to our hospital and summarized their clinical manifestations, auxiliary examinations, diagnosis and mutational spectrum. RESULTS After gene sequencing, complex heterozygous variants were detected in all patients (2 cases were lipoid congenital adrenal hyperplasia (LCAH), 11β-hydroxylase deficiency (11β-OHD), 3β-hydroxysteroid dehydrogenase deficiency (3β-HSD deficiency) and P450 oxidoreductase deficiency (PORD) each accounted for 1 case), which were consistent with their clinical manifestations. Among them, 4 novel variants were detected, including c.650 + 2 T > A of the StAR gene, c.1145 T > C (p. L382P) of the CYP11B1 gene, c.1622C > T (p. A541V) and c.1804C > T (p. Q602 *) of the POR gene. The LC-MS/MS results for steroid hormones in patients were also consistent with their genetic variants: 2 patients with LCAH showed a decrease in all steroid hormones; 11β-OHD patient showed a significant increase in 11-deoxycortisol and 11-deoxycorticosterone; patient with 3β-HSD deficiency showed a significant increase in DHEA; and PORD patient was mainly characterized by elevated 17OHP, progesterone and impaired synthesis of androgen levels. CONCLUSIONS The clinical manifestations and classification of CAH are complicated, and there are cases of missed diagnosis or misdiagnosis. It's necessary to combine the analysis of clinical manifestations and auxiliary examinations for diagnosis; if necessary, LC-MS/MS analysis of steroid hormones or gene sequencing is recommended for confirming diagnosis and typing.
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MESH Headings
- Adrenal Hyperplasia, Congenital/blood
- Adrenal Hyperplasia, Congenital/genetics
- Child
- Child, Preschool
- China
- Chromatography, Liquid
- Disorder of Sex Development, 46,XY/blood
- Disorder of Sex Development, 46,XY/genetics
- Female
- Gonadal Steroid Hormones/blood
- Humans
- Infant, Newborn
- Male
- Retrospective Studies
- Sequence Analysis, DNA
- Spectrometry, Mass, Electrospray Ionization
- Steroid 11-beta-Hydroxylase/genetics
- Tandem Mass Spectrometry
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Affiliation(s)
- Zhuoguang Li
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Endocrinology, Shenzhen Children's Hospital, Shenzhen, China
| | - Yan Liang
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Caiqi Du
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiao Yu
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ling Hou
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wei Wu
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yanqing Ying
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoping Luo
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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de Hora MR, Heather NL, Webster D, Albert BB, Hofman PL. Birth Weight- or Gestational Age-adjusted Second-tier LCMSMS Cutoffs Improve Newborn Screening for CAH in New Zealand. J Clin Endocrinol Metab 2021; 106:e3390-e3399. [PMID: 34058748 DOI: 10.1210/clinem/dgab383] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT The positive predictive value of newborn screening for congenital adrenal hyperplasia (CAH) in New Zealand is approximately 10%. The use of a second tier liquid chromatography-tandem mass spectrometry bloodspot steroid profile test with birth weight- or gestational age-adjusted screening cutoffs may result in further screening improvements. METHODS Three years of newborn screening data with additional second-tier steroid metabolites was evaluated (n = 167 672 births). Data from babies with a negative screening test and confirmed CAH cases were compared. First- and second-tier steroid measurements were correlated with both birth weight and gestational age. Analysis of variance was used to determine birth weight and gestational age groups. Screening cutoffs were determined and applied retrospectively to model screening performance. RESULTS First-tier immunoassay data correlated better with gestational age than with birth weight, but there was no difference with second-tier steroid measurements. Four distinct birth weight and gestational age groups were established for 17-hydroxyprogesterone and a steroid ratio measurement. Application of 97.5th percentile second-tier birth weight- or gestational age-adjusted cutoffs would result in 10 positive tests over the period of the study with 8 true-positive screens and 2 false-positive tests. The positive predictive value of screening would be increased from 10.8% to 80%. CONCLUSIONS The use of either birth weight- or gestational age-adjusted cutoffs for second-tier screening tests can significantly reduce the false positive rate of newborn screening for CAH in New Zealand without loss in screening sensitivity.
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Affiliation(s)
- Mark R de Hora
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Natasha L Heather
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Dianne Webster
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | | | - Paul L Hofman
- Clinical Research Unit, Liggins Institute, University of Auckland, Auckland, New Zealand
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16
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Eshragh N, Doan LV, Connelly KJ, Denniston S, Willis S, LaFranchi SH. Outcome of Newborn Screening for Congenital Adrenal Hyperplasia at Two Time Points. Horm Res Paediatr 2021; 93:128-136. [PMID: 32659761 DOI: 10.1159/000508075] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 04/22/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND/AIMS Screening newborns for congenital adrenal hyperplasia (CAH) is problematic owing to the dynamic changes in serum 17-hydroxyprogesterone (17-OHP) levels following birth. Our study objectives were to determine the accuracy of screening, severity of CAH, and biochemical and clinical outcomes of cases detected by our program which collects specimens at 2 time periods following birth. METHODS We reviewed all CAH cases detected in the Northwest Regional Newborn Screening Program from 2003 through 2017. Comparison was made of screening and confirmatory serum 17-OHP, neonatal, maternal, and follow-up auxologic data, steroid treatment doses, and 21-hydroxylase genotype in cases detected on the first versus second test. RESULTS Out of 164 cases of CAH, 25% were detected on the second screen. Infants detected on the second test had a lower screening 17-OHP (147 vs. 294 ng/mL), lower confirmatory serum 17-OHP (7,772 vs. 14,622 ng/dL), and were more likely to have simple virilizing CAH. There were no identifiable neonatal or maternal factors associated with detection on the second test. 21-Hydroxylase genotypes overlapped in first versus second screen cases. CONCLUSION Early collection of specimens necessitated by early discharge resulted in milder CAH cases falling below the screening 17-OHP cutoff. In our program 25% of cases were detected on a routine second screen.
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Affiliation(s)
- Nazaneen Eshragh
- Doernbecher Children's Hospital, Oregon Health and Science University, Portland, Oregon, USA
| | - Luong Van Doan
- Doernbecher Children's Hospital, Oregon Health and Science University, Portland, Oregon, USA,
| | - Kara J Connelly
- Doernbecher Children's Hospital, Oregon Health and Science University, Portland, Oregon, USA
| | - Sara Denniston
- Oregon State Public Health Laboratory, Hillsboro, Oregon, USA
| | - Sharon Willis
- Oregon State Public Health Laboratory, Hillsboro, Oregon, USA
| | - Stephen H LaFranchi
- Doernbecher Children's Hospital, Oregon Health and Science University, Portland, Oregon, USA
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17
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de Hora MR, Heather NL, Patel T, Bresnahan LG, Webster D, Hofman PL. Implementing steroid profiling by liquid chromatography-tandem mass spectrometry improves newborn screening for congenital adrenal hyperplasia in New Zealand. Clin Endocrinol (Oxf) 2021; 94:904-912. [PMID: 33471388 DOI: 10.1111/cen.14422] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 12/17/2020] [Accepted: 01/11/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate the impact of a liquid chromatography-tandem mass spectrometry (LCMSMS) second-tier test on newborn screening for congenital adrenal hyperplasia due to 21-hydroxylase deficiency (CAH) in New Zealand. DESIGN In a prospective study, a LCMSMS method to measure 17-hydroxyprogesterone (17OHP) was adapted to measure four additional steroids. Steroid concentrations were collected on all second-tier CAH screening tests while protocols remained unchanged. Steroid ratio parameters with recommended or published screening cuts-offs were evaluated for their impact on newborn screening performance. MEASUREMENTS Precision, accuracy, linearity and recovery of the second-tier LCMSMS method were evaluated. Second-tier specimens were divided in 3 groups; newborn screening bloodspots from neonates with confirmed CAH (n = 7) and 2 groups specimens from neonates with a birthweight (BW) ≤1500 g (n = 795) and with a BW > 1500 g (n = 806) with a negative newborn screening test. Six protocols using four steroid ratio parameters were evaluated. The sensitivity, specificity, false positive rate and positive predictive value of screening was calculated for each protocol. RESULTS The LCMSMS method was sufficiently accurate and precise to be used as a second-tier test for CAH. Screening sensitivity remained at 100% for each protocol apart from (17OHP + androstenedione)/cortisol when the highest cut-off of 3.75 was applied. The false positive rate was significantly improved when (17OHP + androstenedione)/cortisol and (17OHP + 21-deoxycortisol)/cortisol were evaluated with cut-offs of 2.5 and 1.5 respectively (P < .01) and both with a positive predictive value of 64%. CONCLUSIONS A second-tier LCMSMS newborn screening test for CAH offers significant improvements to screening specificity without any other changes to screening protocols.
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Affiliation(s)
- Mark R de Hora
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Natasha L Heather
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Tejal Patel
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
| | - Lauren G Bresnahan
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
| | - Dianne Webster
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland, New Zealand
| | - Paul L Hofman
- Clinical Research Unit, Liggins Institute, University of Auckland, Auckland, New Zealand
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Kariyawasam D, Nguyen-Khoa T, Gonzalez Briceño L, Polak M. [Newborn screening for congenital adrenal hyperplasia in France]. Med Sci (Paris) 2021; 37:500-506. [PMID: 34003096 DOI: 10.1051/medsci/2021060] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Congenital Adrenal Hyperplasia (CAH) is a genetic disorder, mostly (95%) due to CYP21A2 mutations. Its incidence in France is 1/15,000 to 1/16,000 births. The screening of newborns in France is effective since 1996, by using a 17-hydroxyprogesterone dosage on a dried blood spot. This screening allowed, as in other countries, a decrease in mortality and in morbidity by earlier management of adrenal crisis usually symptomatic from the 2nd week after birth. The French Newborn Screening has for now adopted the two-tier screens on the same dried blood spot, using a fluoroimmunoassay on both screens. This approach provides a high sensitivity, but has also a low positive predictive value. New strategies including the LC-MS/MS method can be considered in the future.
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Affiliation(s)
- Dulanjalee Kariyawasam
- Service d'endocrinologie, diabétologie, gynécologie pédiatriques, Hôpital universitaire Necker-Enfants malades, AP-HP-Centre, 149 rue de Sèvres, 75015 Paris, France
| | - Thao Nguyen-Khoa
- Centre régional de dépistage néonatal - Île-de-France, AP-HP, 149 rue de Sèvres, 75015 Paris, France
| | - Laura Gonzalez Briceño
- Service d'endocrinologie, diabétologie, gynécologie pédiatriques, Hôpital universitaire Necker-Enfants malades, AP-HP-Centre, 149 rue de Sèvres, 75015 Paris, France. - Centre régional de dépistage néonatal - Île-de-France, AP-HP, 149 rue de Sèvres, 75015 Paris, France
| | - Michel Polak
- Service d'endocrinologie, diabétologie, gynécologie pédiatriques, Hôpital universitaire Necker-Enfants malades, AP-HP-Centre, 149 rue de Sèvres, 75015 Paris, France. - Centre régional de dépistage néonatal - Île-de-France, AP-HP, 149 rue de Sèvres, 75015 Paris, France. - Université de Paris, Paris, France
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Development of Strategies to Decrease False Positive Results in Newborn Screening. Int J Neonatal Screen 2020; 6:ijns6040084. [PMID: 33147868 PMCID: PMC7712114 DOI: 10.3390/ijns6040084] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 10/27/2020] [Accepted: 10/31/2020] [Indexed: 01/11/2023] Open
Abstract
The expansion of national newborn screening (NBS) programmes has provided significant benefits in the diagnosis and early treatment of several rare, heritable conditions, preventing adverse health outcomes for most affected infants. New technological developments have enabled the implementation of testing panel covering over 50 disorders. Consequently, the increment of false positive rate has led to a high number of healthy infants recalled for expensive and often invasive additional testing, opening a debate about the harm-benefit ratio of the expanded newborn screening. The false-positive rate represents a challenge for healthcare providers working in NBS systems. Here, we give an overview on the most commonly used strategies for decreasing the adverse effects due to inconclusive screening results. The focus is on NBS performance improvement through the implementation of analytical methods, the application of new and more informative biomarkers, and by using post-analytical interpretive tools. These strategies, used as part of the NBS process, can to enhance the positive predictive value of the test and reduce the parental anxiety and healthcare costs related to the unnecessary tests and procedures.
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20
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Held PK, Bird IM, Heather NL. Newborn Screening for Congenital Adrenal Hyperplasia: Review of Factors Affecting Screening Accuracy. Int J Neonatal Screen 2020; 6:67. [PMID: 33117906 PMCID: PMC7569755 DOI: 10.3390/ijns6030067] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 08/17/2020] [Indexed: 12/28/2022] Open
Abstract
Newborn screening for 21-hydroxylase deficiency (21OHD), the most common form of congenital adrenal hyperplasia, has been performed routinely in the United States and other countries for over 20 years. Screening provides the opportunity for early detection and treatment of patients with 21OHD, preventing salt-wasting crisis during the first weeks of life. However, current first-tier screening methodologies lack specificity, leading to a large number of false positive cases, and adequate sensitivity to detect all cases of classic 21OHD that would benefit from treatment. This review summarizes the pathology of 21OHD and also the key stages of fetal hypothalamic-pituitary-adrenal axis development and adrenal steroidogenesis that contribute to limitations in screening accuracy. Factors leading to both false positive and false negative results are highlighted, along with specimen collection best practices used by laboratories in the United States and worldwide. This comprehensive review provides context and insight into the limitations of newborn screening for 21OHD for laboratorians, primary care physicians, and endocrinologists.
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Affiliation(s)
- Patrice K. Held
- Wisconsin State Laboratory of Hygiene, University of Wisconsin School of Medicine and Public Health, Madison, WI 53706, USA
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI 53706, USA
| | - Ian M. Bird
- Department of Obstetrics and Gynecology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53715, USA;
| | - Natasha L. Heather
- Newborn Screening, LabPlus, Auckland City Hospital, Auckland 1023, New Zealand;
- Liggins Institute, University of Auckland, Auckland 1010, New Zealand
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21
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Lasarev MR, Bialk ER, Allen DB, Held PK. Application of Principal Component Analysis to Newborn Screening for Congenital Adrenal Hyperplasia. J Clin Endocrinol Metab 2020; 105:5856153. [PMID: 32525982 DOI: 10.1210/clinem/dgaa371] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 06/08/2020] [Indexed: 11/19/2022]
Abstract
PURPOSE Newborn screening laboratories are challenged to develop reporting algorithms that accurately identify babies at increased risk for congenital adrenal hyperplasia (CAH) due to 21-hydroxylase deficiency (21OHD). Screening algorithms typically use cutoff values for a key steroid(s) and include considerations for covariates, such as gestational age or birth weight, but false-positive and false-negative results are still too frequent, preventing accurate assessments. Principal component analysis (PCA) is a statistical method that reduces high-dimensional data to a small number of components, capturing patterns of association that may be relevant to the outcome of interest. To our knowledge, PCA has not been evaluated in the newborn screening setting to determine whether it can improve the positive predictive value of 21OHD screening. METHODS PCA was applied to a data set of 920 newborns with measured concentrations of 5 key steroids that are known to be perturbed in patients with 21OHD. A decision tree for the known outcomes (confirmed 21OHD cases and unaffected individuals) was created with 2 principal components as predictors. The effectiveness of the PCA-derived decision tree was compared with the current algorithm. RESULTS PCA improved the positive predictive value of 21OHD screening from 20.0% to 66.7% in a retrospective study comparing the current algorithm to a tree-based algorithm using PCA-derived variables. The streamlined PCA-derived decision tree, comprising only 3 assessment points, greatly simplified the 21OHD reporting algorithm. CONCLUSIONS This first report of PCA applied to newborn screening for 21OHD demonstrates enhanced detection of affected individuals within the unaffected population.
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Affiliation(s)
- Michael R Lasarev
- Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Eric R Bialk
- Wisconsin State Laboratory of Hygiene, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - David B Allen
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Patrice K Held
- Wisconsin State Laboratory of Hygiene, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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22
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Turcu AF, El-Maouche D, Zhao L, Nanba AT, Gaynor A, Veeraraghavan P, Auchus RJ, Merke DP. Androgen excess and diagnostic steroid biomarkers for nonclassic 21-hydroxylase deficiency without cosyntropin stimulation. Eur J Endocrinol 2020; 183:63-71. [PMID: 32487778 PMCID: PMC7458124 DOI: 10.1530/eje-20-0129] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 04/29/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVES The clinical presentation of patients with nonclassic 21-hydroxylase deficiency (N21OHD) is similar with that for other disorders of androgen excess. The diagnosis of N21OHD typically requires cosyntropin stimulation. Additionally, the management of such patients is limited by the lack of reliable biomarkers of androgen excess. Herein, we aimed to: (1.) compare the relative contribution of traditional and 11-oxyandrogens in N21OHD patients and (2.) identify steroids that accurately diagnose N21OHD with a single baseline blood draw. DESIGN We prospectively enrolled patients who underwent a cosyntropin stimulation test for suspected N21OHD in two tertiary referral centers between January 2016 and August 2019. METHODS Baseline sera were used to quantify 15 steroids by liquid chromatography-tandem mass spectrometry. Logistic regression modeling was implemented to select steroids that best discriminate N21OHD from controls. RESULTS Of 86 participants (72 females), median age 26, 32 patients (25 females) had N21OHD. Age, sex distribution, and BMI were similar between patients with N21OHD and controls. Both testosterone and androstenedione were similar in patients with N21OHD and controls, while four 11-oxyandrogens were significantly higher in patients with N21OHD (ratios between medians: 1.7 to 2.2, P < 0.01 for all). 17α-Hydroxyprogesterone (6.5-fold), 16α-hydroxyprogesterone (4.1-fold), and 21-deoxycortisol (undetectable in 80% of the controls) were higher, while corticosterone was 3.6-fold lower in patients with N21OHD than in controls (P < 0.001). Together, baseline 17α-hydroxyprogesterone, 21-deoxycortisol, and corticosterone showed perfect discrimination between N21OHD and controls. CONCLUSIONS Adrenal 11-oxyandrogens are disproportionately elevated compared to conventional androgens in N21OHD. Steroid panels can accurately diagnose N21OHD in unstimulated blood tests.
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Affiliation(s)
- Adina F. Turcu
- Division of Metabolism, Endocrinology and Diabetes, University of Michigan, Ann Arbor, MI, 40109
| | - Diala El-Maouche
- National Institutes of Health (NIH) Clinical Center, Bethesda, MD, 20892
| | - Lili Zhao
- School of Public Health, University of Michigan, Ann Arbor, MI, 40109
| | - Aya T. Nanba
- Division of Metabolism, Endocrinology and Diabetes, University of Michigan, Ann Arbor, MI, 40109
| | - Alison Gaynor
- National Institutes of Health (NIH) Clinical Center, Bethesda, MD, 20892
| | | | - Richard J. Auchus
- Division of Metabolism, Endocrinology and Diabetes, University of Michigan, Ann Arbor, MI, 40109
- Department of Pharmacology, University of Michigan, Ann Arbor, MI, 40109
| | - Deborah P. Merke
- National Institutes of Health (NIH) Clinical Center, Bethesda, MD, 20892
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, 20892
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de Hora MR, Heather NL, Patel T, Bresnahan LG, Webster D, Hofman PL. Measurement of 17-Hydroxyprogesterone by LCMSMS Improves Newborn Screening for CAH Due to 21-Hydroxylase Deficiency in New Zealand. Int J Neonatal Screen 2020; 6:6. [PMID: 33073005 PMCID: PMC7422986 DOI: 10.3390/ijns6010006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Accepted: 01/24/2020] [Indexed: 11/26/2022] Open
Abstract
The positive predictive value of newborn screening for congenital adrenal hyperplasia due to 21-hydroxylase deficiency was <2% in New Zealand. This is despite a bloodspot second-tier immunoassay method for 17-hydroxyprogesterone measurement with an additional solvent extract step to reduce the number of false positive screening tests. We developed a liquid chromatography tandem mass spectrometry (LCMSMS) method to measure 17-hydroxyprogesterone in bloodspots to replace our current second-tier immunoassay method. The method was assessed using reference material and residual samples with a positive newborn screening result. Correlation with the second-tier immunoassay was determined and the method was implemented. Newborn screening performance was assessed by comparing screening metrics 2 years before and 2 years after LCMSMS implementation. Screening data analysis demonstrated the number of false positive screening tests was reduced from 172 to 40 in the 2 years after LCMSMS implementation. The positive predictive value of screening significantly increased from 1.71% to 11.1% (X2 test, p < 0.0001). LCMSMS analysis of 17OHP as a second-tier test significantly improves screening specificity for CAH due to 21-hydroxylase deficiency in New Zealand.
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Affiliation(s)
- Mark R de Hora
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland 1023, New Zealand; (N.L.H.); (T.P.); (L.G.B.); (D.W.)
| | - Natasha L Heather
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland 1023, New Zealand; (N.L.H.); (T.P.); (L.G.B.); (D.W.)
| | - Tejal Patel
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland 1023, New Zealand; (N.L.H.); (T.P.); (L.G.B.); (D.W.)
| | - Lauren G Bresnahan
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland 1023, New Zealand; (N.L.H.); (T.P.); (L.G.B.); (D.W.)
| | - Dianne Webster
- Newborn Screening, Specialist Chemical Pathology, LabPlus, Auckland City Hospital, Auckland 1023, New Zealand; (N.L.H.); (T.P.); (L.G.B.); (D.W.)
| | - Paul L Hofman
- Clinical Research Unit, Liggins Institute, University of Auckland, Auckland 1010, New Zealand;
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Wisconsin's Screening Algorithm for the Identification of Newborns with Congenital Adrenal Hyperplasia. Int J Neonatal Screen 2019; 5:33. [PMID: 33072992 PMCID: PMC7510207 DOI: 10.3390/ijns5030033] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 09/02/2019] [Indexed: 11/29/2022] Open
Abstract
Newborn screening for congenital adrenal hyperplasia (CAH) has one of the highest false positive rates of any of the diseases on the Wisconsin panel. This is largely due to the first-tier immune assay cross-reactivity and physiological changes in the concentration of 17-hydroxyprogesterone during the first few days of life. To improve screening for CAH, Wisconsin developed a second-tier assay to quantify four different steroids (17-hydroxyprogesterone, 21-deoxycortisol, androstenedione, and cortisol) by liquid chromatography-tandem mass spectrometry (LC-MSMS) in dried blood spots. From validation studies which included the testing of confirmed CAH patients, Wisconsin established its own reporting algorithm that incorporates steroid concentrations as well as two different ratios-the birth weight and the collection time-to identify babies at risk for CAH. Using the newly developed method and algorithm, the false positive rate for the CAH screening was reduced by 95%. Patients with both classical forms of CAH, salt-wasting and simple virilizing, were identified. This study replicates and expands upon previous work to develop a second-tier LC-MSMS steroid profiling screening assay for CAH. The validation and prospective study results provide evidence for an extensive reporting algorithm that incorporates multiple steroids, birth weight, and collection times.
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Kim MS, Koppin CM, Mohan P, Goodarzian F, Ross HM, Geffner ME, De Filippo R, Kokorowski P. Absence of Testicular Adrenal Rest Tumors in Newborns, Infants, and Toddlers with Classical Congenital Adrenal Hyperplasia. Horm Res Paediatr 2019; 92:157-161. [PMID: 31747670 PMCID: PMC7004842 DOI: 10.1159/000504135] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 10/14/2019] [Indexed: 01/15/2023] Open
Abstract
INTRODUCTION Testicular adrenal rest tumors (TART) are a known consequence for males with classical congenital adrenal hyperplasia (CAH) due to 21-hydroxylase deficiency. TART are associated with potential infertility in adults. However, little is known about TART in very young males with CAH. OBJECTIVE We assessed the presence of TART in newborn, infant, and toddler males with classical CAH via scrotal ultrasound. METHODS Males with CAH had scrotal ultrasounds during the first 4 years of life, evaluating testes for morphology, blood flow, and presence of TART. Newborn screen 17-hydroxyprogesterone (17-OHP) and serum 17-OHP at the time of ultrasound were recorded. Bone ages were considered very advanced if ≥2 SD above chronological age. RESULTS Thirty-one ultrasounds in 16 males were performed. An initial ultrasound was obtained in four newborns at diagnosis (6.8 ± 2.1 days), six infants (2.2 ± 0.9 months), and six toddlers (2.4 ± 0.9 years). Eleven males had at least one repeat ultrasound. A large proportion (11/16) were in poor hormonal control with an elevated 17-OHP (325 ± 298 nmol/L). One infant was in very poor hormonal control (17-OHP 447 nmol/L) at initial ultrasound, and two toddlers had advanced bone ages (+3.2 and +4.5 SD) representing exposure to postnatal androgens. However, no TART were detected in any subjects. CONCLUSIONS TART were not found by scrotal ultrasound in males up to 4 years of age with classical CAH despite settings with expected high ACTH drive. Further research into the occurrence of TART in CAH may elucidate factors that contribute to the detection and individual predisposition to TART.
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Affiliation(s)
- Mimi S. Kim
- Corresponding Author: Mimi Kim, M.D., M.Sc., Children’s Hospital Los Angeles, 4650 Sunset Boulevard, Mailstop #61, Los Angeles, CA 90027, , Phone: +1 323-361-1358
| | - Christina M. Koppin
- Center for Endocrinology, Diabetes, and Metabolism, Children’s Hospital Los Angeles, Los Angeles, California, United States of America
| | - Pankhuri Mohan
- Center for Endocrinology, Diabetes, and Metabolism, Children’s Hospital Los Angeles, Los Angeles, California, United States of America
| | - Fariba Goodarzian
- Children’s Hospital Los Angeles, Los Angeles, California, United States of America,Keck School of Medicine of University of Southern California,Department of Radiology, Children’s Hospital Los Angeles
| | - Heather M. Ross
- Center for Endocrinology, Diabetes, and Metabolism, Children’s Hospital Los Angeles, Los Angeles, California, United States of America
| | - Mitchell E. Geffner
- Center for Endocrinology, Diabetes, and Metabolism, Children’s Hospital Los Angeles, Los Angeles, California, United States of America,Keck School of Medicine of University of Southern California,The Saban Research Institute
| | - Roger De Filippo
- Children’s Hospital Los Angeles, Los Angeles, California, United States of America,Keck School of Medicine of University of Southern California,Division of Pediatric Urology, Children’s Hospital Los Angeles
| | - Paul Kokorowski
- Children’s Hospital Los Angeles, Los Angeles, California, United States of America,Keck School of Medicine of University of Southern California,Division of Pediatric Urology, Children’s Hospital Los Angeles
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Han L, Tavakoli NP, Morrissey M, Spink DC, Cao Z(T. Liquid chromatography-tandem mass spectrometry analysis of 17-hydroxyprogesterone in dried blood spots revealed matrix effect on immunoassay. Anal Bioanal Chem 2018; 411:395-402. [DOI: 10.1007/s00216-018-1449-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Revised: 10/09/2018] [Accepted: 10/23/2018] [Indexed: 10/27/2022]
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Speiser PW, Arlt W, Auchus RJ, Baskin LS, Conway GS, Merke DP, Meyer-Bahlburg HFL, Miller WL, Murad MH, Oberfield SE, White PC. Congenital Adrenal Hyperplasia Due to Steroid 21-Hydroxylase Deficiency: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab 2018; 103:4043-4088. [PMID: 30272171 PMCID: PMC6456929 DOI: 10.1210/jc.2018-01865] [Citation(s) in RCA: 564] [Impact Index Per Article: 94.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 08/27/2018] [Indexed: 01/29/2023]
Abstract
Objective To update the congenital adrenal hyperplasia due to steroid 21-hydroxylase deficiency clinical practice guideline published by the Endocrine Society in 2010. Conclusions The writing committee presents updated best practice guidelines for the clinical management of congenital adrenal hyperplasia based on published evidence and expert opinion with added considerations for patient safety, quality of life, cost, and utilization.
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Affiliation(s)
- Phyllis W Speiser
- Cohen Children’s Medical Center of New York, New York, New York
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | - Wiebke Arlt
- University of Birmingham, Birmingham, United Kingdom
| | | | | | | | - Deborah P Merke
- National Institutes of Health Clinical Center, Bethesda, Maryland
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland
| | - Heino F L Meyer-Bahlburg
- New York State Psychiatric Institute, Vagelos College of Physicians & Surgeons of Columbia University, New York, New York
| | - Walter L Miller
- University of California San Francisco, San Francisco, California
| | - M Hassan Murad
- Mayo Clinic’s Evidence-Based Practice Center, Rochester, Minnesota
| | - Sharon E Oberfield
- NewYork–Presbyterian, Columbia University Medical Center, New York, New York
| | - Perrin C White
- University of Texas Southwestern Medical Center, Dallas, Texas
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Chortis V. The role of steroid metabolome analysis for the diagnosis and follow-up of adrenocortical tumors. MINERVA ENDOCRINOL 2018; 44:19-24. [PMID: 29905434 DOI: 10.23736/s0391-1977.18.02869-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The diagnostic work-up of adrenal tumors, often incidentally discovered, has emerged as an ever-increasing diagnostic problem for clinical endocrinologists. No imaging modality has sufficiently high sensitivity and specificity at differentiating benign from malignant adrenal lesions. It has long been observed that adrenocortical carcinomas (ACCs) present an immature pattern of steroidogenesis, dominated by steroid hormone precursors. Modern mass spectrometry-based assays can generate multi-steroid metabolite profiles in urine collections, which can detect differences between ACCs and benign adrenocortical adenomas (ACAs). This review summarizes the promising results of studies which have applied steroid metabolite profiling in biological fluids as a novel diagnostic tool for patients with adrenal tumors, as well as the challenges and limitations of this approach. It also discusses the potential role of steroid profiling as a biochemical surveillance tool to detect recurrence in patients who have undergone resection of an ACC.
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Affiliation(s)
- Vasileios Chortis
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK - .,Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK -
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Abstract
The advent of mass spectrometry into the clinical laboratory has led to an improvement in clinical management of several endocrine diseases. Liquid chromatography tandem mass spectrometry found some of its first clinical applications in the diagnosis of inborn errors of metabolism, in quantitative steroid analysis, and in drug analysis laboratories. Mass spectrometry assays offer analytical sensitivity and specificity that is superior to immunoassays for many analytes. This article highlights several areas of clinical endocrinology that have witnessed the use of liquid chromatography tandem mass spectrometry to improve clinical outcomes.
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Affiliation(s)
- Siva S Ketha
- Department of Cardiovascular Diseases, Mayo Clinic, 4500 San Pablo Road South, Jacksonville, FL 32224, USA
| | - Ravinder J Singh
- Department of Pathology and Laboratory Medicine, Mayo Clinic, 200 2nd Street, Rochester, MN, 55905, USA
| | - Hemamalini Ketha
- Department of Pathology, University Hospital, University of Michigan Hospital and Health Systems, 1500 East Medical Center Drive, Room 2F432, Ann Arbor, MI, 48109, USA.
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Petrick L, Edmands W, Schiffman C, Grigoryan H, Perttula K, Yano Y, Dudoit S, Whitehead T, Metayer C, Rappaport S. An untargeted metabolomics method for archived newborn dried blood spots in epidemiologic studies. Metabolomics 2017; 13:27. [PMID: 29706849 PMCID: PMC5918689 DOI: 10.1007/s11306-016-1153-z] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 12/16/2016] [Indexed: 12/22/2022]
Abstract
INTRODUCTION For pediatric diseases like childhood leukemia, a short latency period points to in-utero exposures as potentially important risk factors. Untargeted metabolomics of small molecules in archived newborn dried blood spots (DBS) offers an avenue for discovering early-life exposures that contribute to disease risks. OBJECTIVES The purpose of this study was to develop a quantitative method for untargeted analysis of archived newborn DBS for use in an epidemiological study (California Childhood Leukemia Study, CCLS). METHODS Using experimental DBS from the blood of an adult volunteer, we optimized extraction of small molecules and integrated measurement of potassium as a proxy for blood hematocrit. We then applied this extraction method to 4.7-mm punches from 106 control DBS samples from the CCLS. Sample extracts were analyzed with liquid chromatography high resolution mass spectrometry (LC-HRMS) and an untargeted workflow was used to screen for metabolites that discriminate population characteristics such as sex, ethnicity, and birth weight. RESULTS Thousands of small molecules were measured in extracts of archived DBS. Normalizing for potassium levels removed variability related to varying hematocrit across DBS punches. Of the roughly 1,000 prevalent small molecules that were tested, multivariate linear regression detected significant associations with ethnicity (3 metabolites) and birth weight (15 metabolites) after adjusting for multiple testing. CONCLUSIONS This untargeted workflow can be used for analysis of small molecules in archived DBS to discover novel biomarkers, to provide insights into the initiation and progression of diseases, and to provide guidance for disease prevention.
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Affiliation(s)
- Lauren Petrick
- Division of Environmental Health Sciences, School of Public Health,
University of California, Berkeley, CA 94720 USA
| | - William Edmands
- Division of Environmental Health Sciences, School of Public Health,
University of California, Berkeley, CA 94720 USA
| | - Courtney Schiffman
- Division of Biostatistics, School of Public Health, University of
California, Berkeley, CA 94720 USA
| | - Hasmik Grigoryan
- Division of Environmental Health Sciences, School of Public Health,
University of California, Berkeley, CA 94720 USA
| | - Kelsi Perttula
- Division of Environmental Health Sciences, School of Public Health,
University of California, Berkeley, CA 94720 USA
| | - Yukiko Yano
- Division of Environmental Health Sciences, School of Public Health,
University of California, Berkeley, CA 94720 USA
| | - Sandrine Dudoit
- Division of Biostatistics, School of Public Health, University of
California, Berkeley, CA 94720 USA
- Department of Statistics, University of California, Berkeley, CA
94720 USA
| | - Todd Whitehead
- Division of Epidemiology, School of Public Health, University of
California, Berkeley, CA 94720 USA
- Center for Integrative Research on Childhood Leukemia and the
Environment, University of California, Berkeley, CA 94720 USA
| | - Catherine Metayer
- Division of Epidemiology, School of Public Health, University of
California, Berkeley, CA 94720 USA
- Center for Integrative Research on Childhood Leukemia and the
Environment, University of California, Berkeley, CA 94720 USA
| | - Stephen Rappaport
- Division of Environmental Health Sciences, School of Public Health,
University of California, Berkeley, CA 94720 USA
- Center for Integrative Research on Childhood Leukemia and the
Environment, University of California, Berkeley, CA 94720 USA
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Neonatal screening for congenital adrenal hyperplasia in Southern Brazil: a population based study with 108,409 infants. BMC Pediatr 2017; 17:22. [PMID: 28095810 PMCID: PMC5240440 DOI: 10.1186/s12887-016-0772-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 12/30/2016] [Indexed: 12/01/2022] Open
Abstract
Background Congenital adrenal hyperplasia (CAH) is an autosomal recessive disorder associated with inborn errors of steroid metabolism. 21-hydroxylase enzyme deficiency occurs in 90 to 95% of all cases of CAH, with accumulation of 17 hydroxyprogesterone (17-OHP). Early diagnosis of CAH based on newborn screening is possible before the development of symptoms and allows proper treatment, correct sex assignment, and reduced mortality rates. This study describes the results obtained in the first year of a public CAH screening program in the state of Rio Grande do Sul, Brazil. Methods We reviewed the screening database in search of babies with suspected CAH, that is, altered birth-weight adjusted 17-OHP values at screening. The following data were analyzed for this population: screening 17-OHP values, retest 17-OHP values, serum 17-OHP values for those with confirmed CAH on retest, maternal and newborn data, and family history of CAH. For the screening program, 17-OHP levels are determined on dried blood spots obtained in filter paper with GSP solid phase time-resolved immunofluorescence. Results Of 108,409 newborns screened, eight were diagnosed with CAH (four males, four females). The incidence of CAH in the state was 1:13,551. Six cases were identified as classic salt-wasting CAH and two were cases of virilizing CAH. The positive predictive value (PPV) of the initial screening (before diagnostic confirmation) was 1.6%. The overall rate of false positive results was 0.47%. The number of false positive results was higher among newborns with birth weight < 2000 g. Conclusion The present results support the need for CAH screening by the public health care system in the state, and show that the strategy adopted is adequate. PPV and false positive results were similar to those reported for other states of Brazil with similar ethnic backgrounds.
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Gao W, Kirschbaum C, Grass J, Stalder T. LC-MS based analysis of endogenous steroid hormones in human hair. J Steroid Biochem Mol Biol 2016; 162:92-9. [PMID: 26718873 DOI: 10.1016/j.jsbmb.2015.12.022] [Citation(s) in RCA: 105] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 12/15/2015] [Accepted: 12/17/2015] [Indexed: 01/19/2023]
Abstract
The quantification of endogenous steroid hormone concentrations in hair is increasingly used as a method for obtaining retrospective information on long-term integrated hormone exposure. Several different analytical procedures have been employed for hair steroid analysis, with liquid chromatography-mass spectrometry (LC-MS) being recognized as a particularly powerful analytical tool. Several methodological aspects affect the performance of LC-MS systems for hair steroid analysis, including sample preparation and pretreatment, steroid extraction, post-incubation purification, LC methodology, ionization techniques and MS specifications. Here, we critically review the differential value of such protocol variants for hair steroid hormones analysis, focusing on both analytical quality and practical feasibility issues. Our results show that, when methodological challenges are adequately addressed, LC-MS protocols can not only yield excellent sensitivity and specificity but are also characterized by relatively simple sample processing and short run times. This makes LC-MS based hair steroid protocols particularly suitable as a high-quality option for routine application in research contexts requiring the processing of larger numbers of samples.
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Affiliation(s)
- Wei Gao
- TU Dresden, Department of Psychology, Dresden, Germany
| | | | - Juliane Grass
- TU Dresden, Department of Psychology, Dresden, Germany
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Martínez-Morillo E, Prieto García B, Álvarez Menéndez FV. Challenges for Worldwide Harmonization of Newborn Screening Programs. Clin Chem 2016; 62:689-98. [DOI: 10.1373/clinchem.2015.240903] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 02/04/2016] [Indexed: 11/06/2022]
Abstract
Abstract
BACKGROUND
Inherited metabolic disorders (IMDs) are caused by a defect in a metabolic pathway, leading to malfunctioning metabolism and/or the accumulation of toxic intermediate metabolites. To date, hundreds of IMDs have been identified. Many of these diseases are potentially fatal conditions that are not apparent at birth. Newborn screening (NBS) programs involve the clinical and laboratory examination of neonates who exhibit no health problems, with the aim of discovering those infants who are, in fact, suffering from a treatable condition.
CONTENT
In recent years, the introduction of tandem mass spectrometry has allowed the expansion of screening programs. However, this expansion has brought a high degree of heterogeneity in the IMDs tested among different NBS programs. An attempt to harmonize the metabolic conditions recommended to be screened has been carried out. Two uniform screening panels have been proposed in the US and European Union, by knowledgeable organizations. Here, we review current evidence-based processes to assess and expand NBS programs. We also discuss the IMDs that have recently been introduced in some screening programs, such as severe combined immunodeficiencies, lysosomal storage disorders, and adrenoleukodystrophy.
SUMMARY
NBS programs have been an established public health function for more than 50 years to efficiently and cost-effectively identify neonates with severe conditions. However, NBS is not yet optimal. This review is intended to elucidate the current degree of harmonization of NBS programs worldwide as well as to describe the major controversial points and discuss the multiple challenges that must be confronted in expanded NBS strategies.
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Affiliation(s)
- Eduardo Martínez-Morillo
- Metabolic Diseases Laboratory, Laboratory of Medicine, Department of Clinical Biochemistry, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Belén Prieto García
- Metabolic Diseases Laboratory, Laboratory of Medicine, Department of Clinical Biochemistry, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Francisco V Álvarez Menéndez
- Metabolic Diseases Laboratory, Laboratory of Medicine, Department of Clinical Biochemistry, Hospital Universitario Central de Asturias, Oviedo, Spain
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Wagner M, Tonoli D, Varesio E, Hopfgartner G. The use of mass spectrometry to analyze dried blood spots. MASS SPECTROMETRY REVIEWS 2016; 35:361-438. [PMID: 25252132 DOI: 10.1002/mas.21441] [Citation(s) in RCA: 162] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Dried blood spots (DBS) typically consist in the deposition of small volumes of capillary blood onto dedicated paper cards. Comparatively to whole blood or plasma samples, their benefits rely in the fact that sample collection is easier and that logistic aspects related to sample storage and shipment can be relatively limited, respectively, without the need of a refrigerator or dry ice. Originally, this approach has been developed in the sixties to support the analysis of phenylalanine for the detection of phenylketonuria in newborns using bacterial inhibition test. In the nineties tandem mass spectrometry was established as the detection technique for phenylalanine and tyrosine. DBS became rapidly recognized for their clinical value: they were widely implemented in pediatric settings with mass spectrometric detection, and were closely associated to the debut of newborn screening (NBS) programs, as a part of public health policies. Since then, sample collection on paper cards has been explored with various analytical techniques in other areas more or less successfully regarding large-scale applications. Moreover, in the last 5 years a regain of interest for DBS was observed and originated from the bioanalytical community to support drug development (e.g., PK studies) or therapeutic drug monitoring mainly. Those recent applications were essentially driven by improved sensitivity of triple quadrupole mass spectrometers. This review presents an overall view of all instrumental and methodological developments for DBS analysis with mass spectrometric detection, with and without separation techniques. A general introduction to DBS will describe their advantages and historical aspects of their emergence. A second section will focus on blood collection, with a strong emphasis on specific parameters that can impact quantitative analysis, including chromatographic effects, hematocrit effects, blood effects, and analyte stability. A third part of the review is dedicated to sample preparation and will consider off-line and on-line extractions; in particular, instrumental designs that have been developed so far for DBS extraction will be detailed. Flow injection analysis and applications will be discussed in section IV. The application of surface analysis mass spectrometry (DESI, paper spray, DART, APTDCI, MALDI, LDTD-APCI, and ICP) to DBS is described in section V, while applications based on separation techniques (e.g., liquid or gas chromatography) are presented in section VI. To conclude this review, the current status of DBS analysis is summarized, and future perspectives are provided.
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Affiliation(s)
- Michel Wagner
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Life Sciences Mass Spectrometry, Quai Ernest-Ansermet 30, 1211, Geneva, Switzerland
| | - David Tonoli
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Life Sciences Mass Spectrometry, Quai Ernest-Ansermet 30, 1211, Geneva, Switzerland
| | - Emmanuel Varesio
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Life Sciences Mass Spectrometry, Quai Ernest-Ansermet 30, 1211, Geneva, Switzerland
| | - Gérard Hopfgartner
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Life Sciences Mass Spectrometry, Quai Ernest-Ansermet 30, 1211, Geneva, Switzerland
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Tajima T, Fukushi M. Neonatal mass screening for 21-hydroxylase deficiency. Clin Pediatr Endocrinol 2016; 25:1-8. [PMID: 26865749 PMCID: PMC4738187 DOI: 10.1297/cpe.25.1] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 08/13/2015] [Indexed: 11/27/2022] Open
Abstract
Congenital adrenal hyperplasia(CAH)due to 21-hydroxylase deficiency (21-OHD) is an
inherited autosomal recessive disorder. Its incidence is 1 in 10,000 to 20,000 worldwide.
This disease shows phenotypic differences, and it is divided into three forms i.e., the
salt wasting (SW), simple virilizing (SV), and nonclassic (NC) forms. The most severe form
of SW manifests in the first months of life with life-threatening adrenal insufficiency,
leading to death. To prevent death by adrenal insufficiency in neonates with the SW form
and wrong gender assignment of 46,XX female patients with SW and SV, neonatal mass
screening of 21-OHD is performed in several countries including Japan. However, the
positive predictive value (PPV) remains low, especially in preterm infants. To reduce the
false positive rate and increase the PPV, liquid chromatography followed by tandem mass
spectrometry (LC-MS/MS) as a second-tier test may be useful. In this review, the current
knowledge on neonatal mass screening of 21-OHD is summarized.
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Affiliation(s)
- Toshihiro Tajima
- Department of Pediatrics, Hokkaido University School of Medicine, Sapporo, Japan; Present: Jichi Children's Medical Center Tochigi, Shimotsuke, Japan
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Ombrone D, Giocaliere E, Forni G, Malvagia S, la Marca G. Expanded newborn screening by mass spectrometry: New tests, future perspectives. MASS SPECTROMETRY REVIEWS 2016; 35:71-84. [PMID: 25952022 DOI: 10.1002/mas.21463] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Accepted: 01/09/2015] [Indexed: 05/02/2023]
Abstract
Tandem mass spectrometry (MS/MS) has become a leading technology used in clinical chemistry and has shown to be particularly sensitive and specific when used in newborn screening (NBS) tests. The success of tandem mass spectrometry is due to important advances in hardware, software and clinical applications during the last 25 years. MS/MS permits a very rapid measurement of many metabolites in different biological specimens by using filter paper spots or directly on biological fluids. Its use in NBS give us the chance to identify possible treatable metabolic disorders even when asymptomatic and the benefits gained by this type of screening is now recognized worldwide. Today the use of MS/MS for second-tier tests and confirmatory testing is promising especially in the early detection of new disorders such as some lysosomal storage disorders, ADA and PNP SCIDs, X-adrenoleucodistrophy (X-ALD), Wilson disease, guanidinoacetate methyltransferase deficiency (GAMT), and Duchenne muscular dystrophy. The new challenge for the future will be reducing the false positive rate by using second-tier tests, avoiding false negative results by using new specific biomarkers and introducing new treatable disorders in NBS programs.
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Affiliation(s)
- Daniela Ombrone
- Newborn screening, Clinical Chemistry and Pharmacology Lab, Meyer Children's University Hospital, Viale Pieraccini 24, Florence, 50139, Italy
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Viale Pieraccini 6, Florence, 50139, Italy
| | - Elisa Giocaliere
- Newborn screening, Clinical Chemistry and Pharmacology Lab, Meyer Children's University Hospital, Viale Pieraccini 24, Florence, 50139, Italy
| | - Giulia Forni
- Newborn screening, Clinical Chemistry and Pharmacology Lab, Meyer Children's University Hospital, Viale Pieraccini 24, Florence, 50139, Italy
| | - Sabrina Malvagia
- Newborn screening, Clinical Chemistry and Pharmacology Lab, Meyer Children's University Hospital, Viale Pieraccini 24, Florence, 50139, Italy
| | - Giancarlo la Marca
- Newborn screening, Clinical Chemistry and Pharmacology Lab, Meyer Children's University Hospital, Viale Pieraccini 24, Florence, 50139, Italy
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Viale Pieraccini 6, Florence, 50139, Italy
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Turcu AF, Auchus RJ. The next 150 years of congenital adrenal hyperplasia. J Steroid Biochem Mol Biol 2015; 153:63-71. [PMID: 26047556 PMCID: PMC4568140 DOI: 10.1016/j.jsbmb.2015.05.013] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 05/26/2015] [Accepted: 05/31/2015] [Indexed: 11/25/2022]
Abstract
Congenital adrenal hyperplasias (CAH) are a group of autosomal recessive defects in cortisol biosynthesis. Substantial progress has been made since the description of the first report, 150 years ago. This article reviews some of the recent advances in the genetics, diagnosis and treatment of CAH. In addition, we underline the aspects where further progress is required, including, among others, better diagnostic modalities for the mild phenotype and for some of the rare forms of disease, elucidation of epigenetic factors that lead to different phenotypes in patients with identical genotype and expending on treatment options for controlling the adrenal androgen excess.
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Affiliation(s)
- Adina F Turcu
- Division of Metabolism, Diabetes, and Endocrinology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48019, United States
| | - Richard J Auchus
- Division of Metabolism, Diabetes, and Endocrinology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48019, United States; Department of Pharmacology, University of Michigan, Ann Arbor, MI 48019, United States.
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Taylor AE, Keevil B, Huhtaniemi IT. Mass spectrometry and immunoassay: how to measure steroid hormones today and tomorrow. Eur J Endocrinol 2015; 173:D1-12. [PMID: 25877990 DOI: 10.1530/eje-15-0338] [Citation(s) in RCA: 181] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Accepted: 04/15/2015] [Indexed: 11/08/2022]
Abstract
The recent onslaught of mass spectrometry (MS) to measurements of steroid hormones, including demands that they should be the only acceptable method, has confused clinicians and scientists who have relied for more than 40 years on a variety of immunoassay (IA) methods in steroid hormone measurements. There is little doubt that MS methods with their superior specificity will be the future method of choice in many clinical and research applications of steroid hormone measurement. However, the majority of steroid measurements are currently, and will continue to be, carried out using various types of IAs for several reasons, including their technical ease, cost and availability of commercial reagents. Speedy replacement of all IAs with MS is an unrealistic and unnecessary goal, because the availability of MS measurements is limited by cost, need of expensive equipment, technical demands and lack of commercial applications. Furthermore, IAs have multiple well-known advantages that vindicate their continuing use. The purpose of this article is to elucidate the advantages and limitations of the MS and IA techniques from two angles, i.e. promotion of MS and defence of IA. The purpose of the text is to give the reader an unbiased view about the current state and future trends of steroid analysis and to help him/her choose the correct assay method to serve his/her diagnostic and research needs.
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Affiliation(s)
- Angela E Taylor
- School of MedicineCentre for Endocrinology, Diabetes and Metabolism, University of Birmingham, Birmingham, UKDepartment of Clinical BiochemistryManchester Academic Health Science Centre, University Hospital of S Manchester, The University of Manchester, Manchester, UKDepartment of Surgery and CancerImperial College London, Institute of Reproductive and Developmental Biology, Hammersmith Campus, London W12 0NN, UKDepartment of PhysiologyInstitute of Biomedicine, University of Turku, 20520 Turku, Finland
| | - Brian Keevil
- School of MedicineCentre for Endocrinology, Diabetes and Metabolism, University of Birmingham, Birmingham, UKDepartment of Clinical BiochemistryManchester Academic Health Science Centre, University Hospital of S Manchester, The University of Manchester, Manchester, UKDepartment of Surgery and CancerImperial College London, Institute of Reproductive and Developmental Biology, Hammersmith Campus, London W12 0NN, UKDepartment of PhysiologyInstitute of Biomedicine, University of Turku, 20520 Turku, Finland
| | - Ilpo T Huhtaniemi
- School of MedicineCentre for Endocrinology, Diabetes and Metabolism, University of Birmingham, Birmingham, UKDepartment of Clinical BiochemistryManchester Academic Health Science Centre, University Hospital of S Manchester, The University of Manchester, Manchester, UKDepartment of Surgery and CancerImperial College London, Institute of Reproductive and Developmental Biology, Hammersmith Campus, London W12 0NN, UKDepartment of PhysiologyInstitute of Biomedicine, University of Turku, 20520 Turku, Finland School of MedicineCentre for Endocrinology, Diabetes and Metabolism, University of Birmingham, Birmingham, UKDepartment of Clinical BiochemistryManchester Academic Health Science Centre, University Hospital of S Manchester, The University of Manchester, Manchester, UKDepartment of Surgery and CancerImperial College London, Institute of Reproductive and Developmental Biology, Hammersmith Campus, London W12 0NN, UKDepartment of PhysiologyInstitute of Biomedicine, University of Turku, 20520 Turku, Finland
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Ishii T, Anzo M, Adachi M, Onigata K, Kusuda S, Nagasaki K, Harada S, Horikawa R, Minagawa M, Minamitani K, Mizuno H, Yamakami Y, Fukushi M, Tajima T. Guidelines for diagnosis and treatment of 21-hydroxylase deficiency (2014 revision). Clin Pediatr Endocrinol 2015; 24:77-105. [PMID: 26594092 PMCID: PMC4639531 DOI: 10.1297/cpe.24.77] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Accepted: 03/10/2015] [Indexed: 11/07/2022] Open
Abstract
Purpose of developing the guidelines: The first guidelines for diagnosis and treatment of
21-hydroxylase deficiency (21-OHD) were published as a diagnostic handbook in Japan in
1989, with a focus on patients with severe disease. The “Guidelines for Treatment of
Congenital Adrenal Hyperplasia (21-Hydroxylase Deficiency) Found in Neonatal Mass
Screening (1999 revision)” published in 1999 were revised to include 21-OHD patients with
very mild or no clinical symptoms. Accumulation of cases and experience has subsequently
improved diagnosis and treatment of the disease. Based on these findings, the Mass
Screening Committee of the Japanese Society for Pediatric Endocrinology further revised
the guidelines for diagnosis and treatment. Target disease/conditions: 21-hydroxylase
deficiency. Users of the guidelines: Physician specialists in pediatric endocrinology,
pediatric specialists, referring pediatric practitioners, general physicians; and
patients.
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Affiliation(s)
| | | | | | - Tomohiro Ishii
- Department of Pediatrics, Keio University School of Medicine, Tokyo, Japan
| | - Makoto Anzo
- Department of Pediatrics, Kawasaki City Hospital, Kanagawa, Japan
| | - Masanori Adachi
- Department of Endocrinology and Metabolism, Kanagawa Children's Medical Center, Kanagawa, Japan
| | - Kazumichi Onigata
- Shimane University Hospital Postgraduate Clinical Training Center, Shimane, Japan
| | - Satoshi Kusuda
- Maternal and Perinatal Center, Tokyo Women's Medical University, Tokyo, Japan
| | - Keisuke Nagasaki
- Division of Pediatrics, Department of Homeostatic Regulation and Development, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Shohei Harada
- Division of Neonatal Screening, National Center for Child Health and Development, Tokyo, Japan
| | - Reiko Horikawa
- Department of Endocrinology and Metabolism, National Center for Child Health and Development, Tokyo, Japan
| | | | - Kanshi Minamitani
- Department of Pediatrics, Keio University School of Medicine, Tokyo, Japan
| | - Haruo Mizuno
- Departments of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Yuji Yamakami
- Kanagawa Health Service Association, Kanagawa, Japan
| | | | - Toshihiro Tajima
- Department of Pediatrics, Department of Pediatrics, Hokkaido University School of Medicine, Sapporo, Japan
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Wieacker I, Peter M, Borucki K, Empting S, Roehl FW, Mohnike K. Therapy monitoring in congenital adrenal hyperplasia by dried blood samples. J Pediatr Endocrinol Metab 2015; 28:867-71. [PMID: 25781526 DOI: 10.1515/jpem-2014-0303] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 01/29/2015] [Indexed: 11/15/2022]
Abstract
Careful monitoring of the therapy is crucial for patients with congenital adrenal hyperplasia (CAH) in order to prevent the effects of increased androgen production as well as life-threatening salt-wasting crisis. The key metabolite, 17α-hydroxyprogesterone (17-OHP) can be detected in serum, saliva or dried blood. In clinical practice there are challenges due to discomfort of venous blood sampling and complicated retrieval of saliva during infancy. Furthermore, the immunoassay method is limited in its specificity due to cross-reactions. In this observational study we prospectively examined over a period of 5 years, 20 patients with CAH due to 21-hydroxylase deficiency using standard immunoassays for serum samples (radioimmunoassay and enzyme immunoassay) and liquid chromatography-tandem mass spectrometry (LC-MS/MS) in dried blood spots. Bland-Altman plots show goodness of agreement between both the methods for the desirable therapeutic concentration range of 17-OHP. LC-MS/MS is characterized by a high accuracy in the therapeutic concentration range of 17-OHP <100 nmol/L (r=0.91). Dried blood samples are convenient and reliable specimen for 17-OHP measured by LC-MS/MS. This method could be used for home monitoring of hydrocortisone replacement therapy both in salt-waster and simple virilizer CAH.
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Abstract
Adrenal steroidogenesis is a dynamic process, reliant on de novo synthesis from cholesterol, under the stimulation of ACTH and other regulators. The syntheses of mineralocorticoids (primarily aldosterone), glucocorticoids (primarily cortisol), and adrenal androgens (primarily dehydroepiandrosterone and its sulfate) occur in separate adrenal cortical zones, each expressing specific enzymes. Congenital adrenal hyperplasia (CAH) encompasses a group of autosomal-recessive enzymatic defects in cortisol biosynthesis. 21-Hydroxylase (21OHD) deficiency accounts for more than 90% of CAH cases and, when milder or nonclassic forms are included, 21OHD is one of the most common genetic diseases.
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Affiliation(s)
- Adina F Turcu
- Division of Metabolism, Endocrinology, & Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Richard J Auchus
- Division of Metabolism, Endocrinology, & Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA; Department of Pharmacology, University of Michigan, Room 5560A MSRBII, 1150 West Medical Center Drive, Ann Arbor, MI 48109, USA.
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Heather NL, Seneviratne SN, Webster D, Derraik JGB, Jefferies C, Carll J, Jiang Y, Cutfield WS, Hofman PL. Newborn screening for congenital adrenal hyperplasia in New Zealand, 1994-2013. J Clin Endocrinol Metab 2015; 100:1002-8. [PMID: 25494862 DOI: 10.1210/jc.2014-3168] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The objective of the study was to evaluate the efficacy of national newborn screening for severe congenital adrenal hyperplasia (CAH) in New Zealand over the past 20 years. METHODS Newborn screening for CAH is performed through the estimation of 17-hydroxyprogesterone by a Delfia immunoassay. CAH cases diagnosed in the newborn period from 1994 to 2013 were identified from Newborn Metabolic Screening Programme records. RESULTS Between 1994 and 2013, 44 neonates (28 females, 16 males) were diagnosed with CAH, giving an incidence of 1:26 727. Almost half (n = 21) of the newborns with CAH were detected solely via screening (not clinically suspected), including 21% of all affected females. Among the group solely ascertained by screening, 17-hydroxyprogesterone sampling occurred at a mean age of 3.3 days (range 2-8 d), the duration from sampling to notification was 5.2 days (0-12 d), and treatment was initiated at 12.0 days (6-122 d). Vomiting was present in 14% of those ascertained by screening, but none had hypotension or collapse at diagnosis. Increasing age at treatment was correlated with a progressive decrease in serum sodium (r = -0.56; P < .0001) and an increase in serum potassium concentrations (r = 0.38; P = .017). Compared with newborns diagnosed by screening alone, those clinically diagnosed were predominantly female (96% vs 29%; P < .0001), notification occurred earlier (4.8 vs 8.5 d; P = .002), and had higher serum sodium (136.8 vs 130.8 mmol/L; P < .0001) and lower serum potassium (5.3 vs 6.0 mmol/L; P = .011) concentrations. CONCLUSIONS Screening alone accounted for nearly 50% cases of CAH detected in the newborn period, including a fifth of affected females, indicating that clinical diagnosis is unreliable in both genders. Symptoms were mild at diagnosis and there were no adrenal crises. This study confirms the benefits of newborn CAH screening.
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Affiliation(s)
- Natasha L Heather
- Starship Children's Hospital (N.L.H., C.J.), 1023 Auckland, New Zealand; Liggins Institute (S.N.S., J.G.B.D., W.S.C., P.L.H.) and Department of Statistics (Y.J.), University of Auckland, 1142 Auckland, New Zealand; and New Zealand National Screening Unit (D.W., J.C.), Ministry of Health, 1051 Auckland, New Zealand
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Hall PL, Wittenauer A, Hagar A. Newborn screening for medium chain acyl-CoA dehydrogenase deficiency: performance improvement by monitoring a new ratio. Mol Genet Metab 2014; 113:274-7. [PMID: 25454677 DOI: 10.1016/j.ymgme.2014.10.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Revised: 10/06/2014] [Accepted: 10/06/2014] [Indexed: 11/22/2022]
Abstract
Medium chain acyl-CoA dehydrogenase (MCAD) deficiency is a fatty acid oxidation disorder included on newborn screening (NBS) panels in many regions that have expanded to using tandem mass spectrometry for acylcarnitine screening. False positive (FP) screening results for MCAD deficiency have previously been linked to very low birth weight (VLBW) infants and those who are heterozygous for the common mutation, p.K324E. Previous studies have identified these causes of FP screens by sequencing residual dried blood spots. From our cohort of FP screens in Georgia, we identified an elevation at the same mass as octenoylcarnitine (C8:1) causing elevations of octanoylcarnitine (C8) not due to MCAD deficiency. We reviewed biochemical results from 2011 to 2013 for all newborn screens positive for MCAD deficiency in Georgia to identify screening criteria to allow these cases to be identified prospectively, thus saving families the stress of additional testing on their newborn and reducing healthcare costs while improving screening performance for the screening program. We identified the C8/C8:1 ratio as an effective marker, and developed criteria that will reduce FP screening results due to this interfering substance.
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Affiliation(s)
- Patricia L Hall
- Emory Genetics Laboratory, Department of Human Genetics, Emory University, Atlanta, GA, United States.
| | - Angela Wittenauer
- Department of Human Genetics, Emory University, Atlanta, GA, United States
| | - Arthur Hagar
- Newborn Screening Laboratory, Georgia Department of Public Health, Decatur, GA, United States
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Novel method to characterize CYP21A2 in Florida patients with congenital adrenal hyperplasia and commercially available cell lines. Mol Genet Metab Rep 2014; 1:312-323. [PMID: 27896104 PMCID: PMC5121304 DOI: 10.1016/j.ymgmr.2014.07.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Revised: 07/08/2014] [Accepted: 07/08/2014] [Indexed: 11/22/2022] Open
Abstract
Congenital adrenal hyperplasia (CAH) is an autosomal recessive disorder and affects approximately 1 in 15,000 births in the United States. CAH is one of the disorders included on the Newborn Screening (NBS) Recommended Uniform Screening Panel. The commonly used immunological NBS test is associated with a high false positive rate and there is interest in developing second-tier assays to increase screening specificity. Approximately 90% of the classic forms of CAH, salt-wasting and simple virilizing, are due to mutations in the CYP21A2 gene. These include single nucleotide changes, insertions, deletions, as well as chimeric genes involving CYP21A2 and its highly homologous pseudogene CYP21A1P. A novel loci-specific PCR approach was developed to individually amplify the CYP21A2 gene, the nearby CYP21A1P pseudogene, as well as any 30 kb deletion and gene conversion mutations, if present, as single separate amplicons. Using commercially available CAH positive specimens and 14 families with an affected CAH proband, the single long-range amplicon approach demonstrated higher specificity as compared to previously published methods.
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Mak CM, Lee HCH, Chan AYW, Lam CW. Inborn errors of metabolism and expanded newborn screening: review and update. Crit Rev Clin Lab Sci 2014; 50:142-62. [PMID: 24295058 DOI: 10.3109/10408363.2013.847896] [Citation(s) in RCA: 103] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Inborn errors of metabolism (IEM) are a phenotypically and genetically heterogeneous group of disorders caused by a defect in a metabolic pathway, leading to malfunctioning metabolism and/or the accumulation of toxic intermediate metabolites. To date, more than 1000 different IEM have been identified. While individually rare, the cumulative incidence has been shown to be upwards of 1 in 800. Clinical presentations are protean, complicating diagnostic pathways. IEM are present in all ethnic groups and across every age. Some IEM are amenable to treatment, with promising outcomes. However, high clinical suspicion alone is not sufficient to reduce morbidities and mortalities. In the last decade, due to the advent of tandem mass spectrometry, expanded newborn screening (NBS) has become a mandatory public health strategy in most developed and developing countries. The technology allows inexpensive simultaneous detection of more than 30 different metabolic disorders in one single blood spot specimen at a cost of about USD 10 per baby, with commendable analytical accuracy and precision. The sensitivity and specificity of this method can be up to 99% and 99.995%, respectively, for most amino acid disorders, organic acidemias, and fatty acid oxidation defects. Cost-effectiveness studies have confirmed that the savings achieved through the use of expanded NBS programs are significantly greater than the costs of implementation. The adverse effects of false positive results are negligible in view of the economic health benefits generated by expanded NBS and these could be minimized through increased education, better communication, and improved technologies. Local screening agencies should be given the autonomy to develop their screening programs in order to keep pace with international advancements. The development of biochemical genetics is closely linked with expanded NBS. With ongoing advancements in nanotechnology and molecular genomics, the field of biochemical genetics is still expanding rapidly. The potential of tandem mass spectrometry is extending to cover more disorders. Indeed, the use of genetic markers in T-cell receptor excision circles for severe combined immunodeficiency is one promising example. NBS represents the highest volume of genetic testing. It is more than a test and it warrants systematic healthcare service delivery across the pre-analytical, analytical, and post-analytical phases. There should be a comprehensive reporting system entailing genetic counselling as well as short-term and long-term follow-up. It is essential to integrate existing clinical IEM services with the expanded NBS program to enable close communication between the laboratory, clinicians, and allied health parties. In this review, we will discuss the history of IEM, its clinical presentations in children and adult patients, and its incidence among different ethnicities; the history and recent expansion of NBS, its cost-effectiveness, associated pros and cons, and the ethical issues that can arise; the analytical aspects of tandem mass spectrometry and post-analytical perspectives regarding result interpretation.
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Affiliation(s)
- Chloe Miu Mak
- Chemical Pathology Laboratory, Department of Pathology, Princess Margaret Hospital , Hong Kong, SAR , China and
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Hird BE, Tetlow L, Tobi S, Patel L, Clayton PE. No evidence of an increase in early infant mortality from congenital adrenal hyperplasia in the absence of screening. Arch Dis Child 2014; 99:158-64. [PMID: 24225272 DOI: 10.1136/archdischild-2013-304473] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Congenital adrenal hyperplasia (CAH) is not currently included in the UK newborn screening programme. We investigated the hypothesis that, owing to non-specificity of symptoms, a proportion of males affected by salt-wasting (SW) CAH have died in infancy without being diagnosed. DESIGN Stored newborn screening blood spot samples were analysed for 17α-hydroxyprogesterone (17-OHP) in the following groups: Infants born in the North West of England, 1994 to 2006, who had died by 6 months age; (n=1198), a neonatal reference group (full-term n=100; preterm n=100) and a CAH positive control group. A newborn blood spot sample collected before diagnosis was available in 29/61 CAH patients recruited. SW CAH was present in 18/29 patients (16 males and 2 females). Samples from the deceased group with elevated 17-OHP were analysed for 8 common mutations in the 21-hydroxylase gene (CYP21A2). SETTING North West of England. RESULTS Grouped by gestational age, mean (maximum) blood spot 17-OHP in nmol/L was as follows. Deceased full-term n=279, 6 (107); deceased premature n=365, 28 (251); deceased unknown gestational age n=553, 13 (>394). In the SW positive control group, the lowest level of 17-OHP was 179 nmol/L and 14 had levels greater than the highest standard (>268 to >420 nmol/L). All samples from the deceased group with 17-OHP results >179 nmol/L (n=6) and a further 13 samples underwent mutation analysis. No mutations were identified. CONCLUSIONS Our findings do not support the hypothesis that, in our unscreened population, males affected by SW CAH are dying prior to diagnosis.
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Affiliation(s)
- Beverly E Hird
- Department of Biochemistry, Central Manchester University Hospitals NHS Foundation Trust, UK
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Seo JY, Park HD, Kim JW, Oh HJ, Yang JS, Chang YS, Park WS, Lee SY. Steroid profiling for congenital adrenal hyperplasia by tandem mass spectrometry as a second-tier test reduces follow-up burdens in a tertiary care hospital: a retrospective and prospective evaluation. J Perinat Med 2014; 42:121-7. [PMID: 23989111 DOI: 10.1515/jpm-2013-0154] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Accepted: 08/06/2013] [Indexed: 11/15/2022]
Abstract
BACKGROUND Newborn screening for congenital adrenal hyperplasia (CAH) based on measuring 17-hydroxyprogesterone (17-OHP) by immunoassay generates a number of false-positive results, especially in preterm neonates. We applied steroid profiling by using liquid chromatography-tandem mass spectrometry (LC-MS/MS) as a second-tier test in newborns with positive CAH screening and evaluated its clinical utility in a tertiary care hospital setting. METHODS By performing a 4-year retrospective data review, we were able to test 121 dried blood spots from newborns with positive CAH screening for 17-OHP, androstenedione and cortisol levels by LC-MS/MS. We prospectively evaluated the clinical utility of steroid profiling after the implementation of steroid profiling as a second-tier test in our routine clinical practice. During the 2-year prospective study period, 104 cases with positive initial screening by FIA were tested by LC-MS/MS. Clinical and laboratory follow-up were performed for at least 6 months. RESULTS The preterm neonates accounted for 50.7% (76/150) and 70.4% (88/125) of screening-positive cases in retrospective and prospective cohorts, respectively. By applying steroid profiling as a second-tier test for positive CAH screening, we eliminated all false-positive results and decreased the median follow-up time from 75 to 8 days. CONCLUSIONS Our data showed that steroid profiling reduced the burden of follow-up exams by improving the positive predictive value of the CAH screening program. The use of steroid profiling as a second-tier test for positive CAH screening will improve clinical practice particularly in a tertiary care hospital setting where positive CAH screening from preterm neonates is frequently encountered.
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Gosetti F, Mazzucco E, Gennaro MC, Marengo E. Ultra high performance liquid chromatography tandem mass spectrometry determination and profiling of prohibited steroids in human biological matrices. A review. J Chromatogr B Analyt Technol Biomed Life Sci 2013; 927:22-36. [DOI: 10.1016/j.jchromb.2012.12.003] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2012] [Revised: 12/03/2012] [Accepted: 12/04/2012] [Indexed: 01/15/2023]
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Denoroy L, Zimmer L, Renaud B, Parrot S. Ultra high performance liquid chromatography as a tool for the discovery and the analysis of biomarkers of diseases: A review. J Chromatogr B Analyt Technol Biomed Life Sci 2013; 927:37-53. [DOI: 10.1016/j.jchromb.2012.12.005] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Revised: 12/06/2012] [Accepted: 12/07/2012] [Indexed: 12/25/2022]
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