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1.
Clin Chem Lab Med ; 62(3): 493-505, 2024 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-37794778

RESUMO

OBJECTIVES: Acylcarnitine and amino acid analyses of dried blood spot (DBS) samples using tandem mass spectrometry in newborn screening (NBS) programmes can generate false positive (FP) results. Therefore, implementation of second-tier tests (2TTs) using DBS samples has become increasingly important to avoid FPs. The most widely used 2TT metabolites include methylmalonic acid, 3-hydroxypropionic acid, methylcitric acid, and homocysteine. METHODS: We simultaneously measured 46 underivatised metabolites, including organic acids, acylglycine and acylcarnitine isomers, homocysteine, and orotic acid, in DBS samples using tandem mass spectrometry. To validate this method, we analysed samples from 147 healthy newborns, 160 patients with genetic disorders diagnosed via NBS, 20 patients with acquired vitamin B12 deficiency, 10 newborns receiving antibiotic treatment, and nine external quality control samples. RESULTS: The validation study revealed that 31 metabolites showed good analytical performance. Furthermore, this method detected key metabolites for all diseases associated with increased levels of the following acylcarnitines: C3, C4, C5, C4DC/C5OH, and C5DC. The sensitivity of this method to detect all diseases was 100 %, and the specificity was 74-99 %, except for glutaric aciduria type 1. This method can also be used to diagnose mitochondrial fatty acid ß-oxidation disorders (FAODs) and urea cycle defects (UCDs). CONCLUSIONS: We have described a 2TT panel of 31 metabolites in DBS samples based on an easy and rapid method without derivatisation. Its implementation allowed us to distinguish between different organic acidurias, some FAODs, and UCDs. This new strategy has increased the efficiency of our NBS programme by reducing FP and false negative results, second sample requests, and the time required for diagnosis.


Assuntos
Erros Inatos do Metabolismo dos Aminoácidos , Encefalopatias Metabólicas , Carnitina/análogos & derivados , Glutaril-CoA Desidrogenase/deficiência , Triagem Neonatal , Espectrometria de Massas em Tandem , Humanos , Recém-Nascido , Espectrometria de Massas em Tandem/métodos , Triagem Neonatal/métodos , Espanha , Cromatografia Líquida/métodos , Homocisteína , Teste em Amostras de Sangue Seco/métodos
2.
J Inherit Metab Dis ; 46(2): 194-205, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36680545

RESUMO

Improved second-tier assays are needed to reduce the number of false positives in newborn screening (NBS) for inherited metabolic disorders including those on the Recommended Uniform Screening Panel (RUSP). We developed an expanded metabolite panel for second-tier testing of dried blood spot (DBS) samples from screen-positive cases reported by the California NBS program, consisting of true- and false-positives from four disorders: glutaric acidemia type I (GA1), methylmalonic acidemia (MMA), ornithine transcarbamylase deficiency (OTCD), and very long-chain acyl-CoA dehydrogenase deficiency (VLCADD). This panel was assembled from known disease markers and new features discovered by untargeted metabolomics and applied to second-tier analysis of single DBS punches using liquid chromatography-tandem mass spectrometry (LC-MS/MS) in a 3-min run. Additionally, we trained a Random Forest (RF) machine learning classifier to improve separation of true- and false positive cases. Targeted metabolomic analysis of 121 analytes from DBS extracts in combination with RF classification at a sensitivity of 100% reduced false positives for GA1 by 83%, MMA by 84%, OTCD by 100%, and VLCADD by 51%. This performance was driven by a combination of known disease markers (3-hydroxyglutaric acid, methylmalonic acid, citrulline, and C14:1), other amino acids and acylcarnitines, and novel metabolites identified to be isobaric to several long-chain acylcarnitine and hydroxy-acylcarnitine species. These findings establish the effectiveness of this second-tier test to improve screening for these four conditions and demonstrate the utility of supervised machine learning in reducing false-positives for conditions lacking clearly discriminating markers, with future studies aimed at optimizing and expanding the panel to additional disease targets.


Assuntos
Triagem Neonatal , Doença da Deficiência de Ornitina Carbomoiltransferase , Humanos , Recém-Nascido , Triagem Neonatal/métodos , Cromatografia Líquida , Espectrometria de Massas em Tandem
3.
Crit Rev Clin Lab Sci ; 59(4): 257-277, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35037566

RESUMO

Mucopolysaccharidosis type I (MPS I), a lysosomal storage disease caused by a deficiency of α-L-iduronidase, leads to storage of the glycosaminoglycans, dermatan sulfate and heparan sulfate. Available therapies include enzyme replacement and hematopoietic stem cell transplantation. In the last two decades, newborn screening (NBS) has focused on early identification of the disorder, allowing early intervention and avoiding irreversible manifestations. Techniques developed and optimized for MPS I NBS include tandem mass-spectrometry, digital microfluidics, and glycosaminoglycan quantification. Several pilot studies have been conducted and screening programs have been implemented worldwide. NBS for MPS I has been established in Taiwan, the United States, Brazil, Mexico, and several European countries. All these programs measure α-L-iduronidase enzyme activity in dried blood spots, although there are differences in the analytical strategies employed. Screening algorithms based on published studies are discussed. However, some limitations remain: one is the high rate of false-positive results due to frequent pseudodeficiency alleles, which has been partially solved using post-analytical tools and second-tier tests; another involves the management of infants with late-onset forms or variants of uncertain significance. Nonetheless, the risk-benefit ratio is favorable. Furthermore, long-term follow-up of patients detected by neonatal screening will improve our knowledge of the natural history of the disease and inform better management.


Assuntos
Mucopolissacaridose I , Heparitina Sulfato , Humanos , Iduronidase/análise , Lactente , Recém-Nascido , Mucopolissacaridose I/diagnóstico , Triagem Neonatal/métodos , Espectrometria de Massas em Tandem/métodos
4.
Mol Genet Metab ; 136(4): 330-336, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35798653

RESUMO

BACKGROUND: Citrin deficiency is an autosomal recessive disorder caused by variants of the SLC25A13 gene. Although newborn screening (NBS) provides an opportunity for its early diagnosis and treatment, citrin deficiency detection rates remain lower than those estimated. METHODS: Before 2018, NBS for citrin deficiency was based on citrulline levels alone. In June 2018, a second-tier molecular test was implemented to detect 11 common variants of the SLC25A13 gene and improve the NBS detection rates. This study compares the incidence rates and costs before and after the second-tier implementation. RESULTS: Prior to 2018, five subjects were diagnosed via NBS, and 12 of 555,449 newborns screened were missed. In comparison, 11 subjects were diagnosed out of 198,071 newborns screened after 2018, and there were no false-negatives. The citrin deficiency detection rate increased from 1/32,673 to 1/18,006 after the second-tier test was implemented, with only a minimal increase in the total cost. The number of false-positive in our cohort was tolerable. Subjects with citrin deficiency may present with borderline elevated citrulline levels; these can remain slightly elevated or increase considerably on retest. Four patients (80%) detected prior to second-tier testing and six patients (55%) detected after it was implemented were identified based on the citrulline levels alone. However, at the time of second blood sampling, the normal citrulline level of five subjects did not exclude a citrin deficiency diagnosis. CONCLUSIONS: Our study shows that it is vital and cost-effective to employ second-tier molecular testing to improve the detection of citrin deficiency by NBS.


Assuntos
Citrulinemia , Citrulina , Citrulinemia/diagnóstico , Citrulinemia/epidemiologia , Citrulinemia/genética , Humanos , Recém-Nascido , Proteínas de Transporte da Membrana Mitocondrial/genética , Mutação , Triagem Neonatal
5.
J Pediatr ; 242: 213-219.e1, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34780778

RESUMO

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.


Assuntos
Hiperplasia Suprarrenal Congênita , Cortodoxona , 17-alfa-Hidroxiprogesterona , Hiperplasia Suprarrenal Congênita/diagnóstico , Biomarcadores , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Triagem Neonatal
6.
J Clin Lab Anal ; 36(7): e24471, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35500172

RESUMO

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.


Assuntos
Doenças Metabólicas , Erros Inatos do Metabolismo , Biomarcadores , Cesárea , Cromatografia Líquida , Feminino , Humanos , Recém-Nascido , Irã (Geográfico)/epidemiologia , Doenças Metabólicas/diagnóstico , Doenças Metabólicas/epidemiologia , Erros Inatos do Metabolismo/diagnóstico , Triagem Neonatal/métodos , Valor Preditivo dos Testes , Gravidez , Estudos Retrospectivos , Espectrometria de Massas em Tandem
7.
Acta Paediatr ; 111(12): 2315-2321, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36029294

RESUMO

AIM: Risk factors for vitamin B12 deficiency in infants are not fully understood. The aim of the study was to assess predictors of total homocysteine and methylmalonic acid analysed in newborn screening dried blood spots. METHODS: In a Norwegian case control study, we analysed total homocysteine and methylmalonic acid in newborn screening dried blood spots of 86 infants clinically diagnosed with vitamin B12 deficiency during 2012-2018. Results were compared to 252 healthy infants and 400 dried blood spot controls. Medical records were reviewed, and mothers completed questionnaires. RESULTS: Both total homocysteine and methylmalonic acid were significantly higher on newborn screening dried blood spots in infants later clinically diagnosed with vitamin B12 deficiency than controls. Multiple regression analysis showed that the dose of nitrous oxide during labour was the strongest predictor for total homocysteine level in newborn screening dried blood spots for all infants, with larger effect in infants later clinically diagnosed with vitamin B12 deficiency than controls. CONCLUSION: Nitrous oxide dose during labour was a predictor for total homocysteine and may impact the interpretation of total homocysteine analysis in newborn screening. Nitrous oxide is suggested as a contributing risk factor for infants prone to develop vitamin B12 deficiency.


Assuntos
Ácido Metilmalônico , Deficiência de Vitamina B 12 , Recém-Nascido , Lactente , Humanos , Óxido Nitroso/efeitos adversos , Triagem Neonatal/métodos , Homocisteína , Estudos de Casos e Controles , Deficiência de Vitamina B 12/diagnóstico , Deficiência de Vitamina B 12/etiologia , Fatores de Risco , Vitamina B 12
8.
J Clin Immunol ; 41(8): 1762-1773, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34370170

RESUMO

PURPOSE: Newborn screening (NBS) for severe combined immunodeficiency (SCID) is based on the detection of T-cell receptor excision circles (TRECs). TRECs are a sensitive biomarker for T-cell lymphopenia, but not specific for SCID. This creates a palette of secondary findings associated with low T-cells that require follow-up and treatment or are non-actionable. The high rate of (non-actionable) secondary findings and false-positive referrals raises questions about the harm-benefit-ratio of SCID screening, as referrals are associated with high emotional impact and anxiety for parents. METHODS: An alternative quantitative TREC PCR with different primers was performed on NBS cards of referred newborns (N = 56) and epigenetic immune cell counting was used as for relative quantification of CD3 + T-cells (N = 59). Retrospective data was used to determine the reduction in referrals with a lower TREC cutoff value or an adjusted screening algorithm. RESULTS: When analyzed with a second PCR with different primers, 45% of the referrals (25/56) had TREC levels above cutoff, including four false-positive cases in which two SNPs were identified. With epigenetic qPCR, 41% (24/59) of the referrals were within the range of the relative CD3 + T-cell counts of the healthy controls. Lowering the TREC cutoff value or adjusting the screening algorithm led to lower referral rates but did not prevent all false-positive referrals. CONCLUSIONS: Second tier tests and adjustments of cutoff values or screening algorithms all have the potential to reduce the number of non-actionable secondary findings in NBS for SCID, although second tier tests are more effective in preventing false-positive referrals.


Assuntos
Imunodeficiência Combinada Severa/diagnóstico , Algoritmos , Reações Falso-Positivas , Humanos , Recém-Nascido , Triagem Neonatal , Receptores de Antígenos de Linfócitos T/genética , Receptores de Antígenos de Linfócitos T/imunologia , Imunodeficiência Combinada Severa/genética , Imunodeficiência Combinada Severa/imunologia
9.
Clin Chem Lab Med ; 58(12): 2063-2072, 2020 11 26.
Artigo em Inglês | MEDLINE | ID: mdl-32432561

RESUMO

Objectives Mucopolysaccharidosis type I (MPS I) was added to our expanded screening panel in 2015. Since then, 127,869 newborns were screened by measuring α-L-iduronidase (IDUA) enzyme activity with liquid chromatography tandem mass spectrometry (LC-MS/MS). High false positives due to frequent pseudodeficiency alleles prompted us to develop a second-tier test to quantify glycosaminoglycan (GAG) levels in dried blood spot (DBS). Methods Heparan-sulfate (HS) and dermatan-sulfate (DS) were measured with LC-MS/MS after methanolysis. DBSs were incubated with methanolic-HCl 3 N at 65 °C for 45 min. Chromatographic separation used an amide column with a gradient of acetonitrile and water with 10 mM ammonium acetate in a 9-min run. The method was validated for specificity, linearity, lower limit of quantification (LOQ), accuracy and precision. Results Intra- and inter-day coefficients of variation were <15% for both metabolites. Reference values in 40 healthy newborns were: HS mean 1.0 mg/L, 0-3.2; DS mean 1.5 mg/L, 0.5-2.7). The two confirmed newborn MPS I patients had elevated HS (4.9-10.4 mg/L, n.v. <3.2) and DS (7.4-8.8 mg/L, n.v. <2.7). Since its introduction in February 2019, the second-tier test reduced the recall rate from 0.046% to 0.006%. Among 127,869 specimens screened, the incidence was 1:63,935 live births. Both patients started enzyme replacement therapy (ERT) within 15 days of birth and one of them received allogenic hematopoietic stem cell transplantation (HSCT) at ht age of 6 months. Conclusions GAGs in DBS increased the specificity of newborn screening for MPS I by reducing false-positives due to heterozygosity or pseudodeficiency. Early diagnosis and therapeutical approach has improved the outcome of our patients with MPS I.


Assuntos
Glicosaminoglicanos/análise , Iduronidase/análise , Mucopolissacaridose I/diagnóstico , Cromatografia Líquida/métodos , Glicosaminoglicanos/sangue , Humanos , Iduronidase/sangue , Recém-Nascido , Mucopolissacaridose I/sangue , Triagem Neonatal/métodos , Valores de Referência , Espectrometria de Massas em Tandem/métodos
10.
Ann Nutr Metab ; 76(4): 268-276, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32683363

RESUMO

BACKGROUND: The detection of methylmalonic acid (MMA) by second-tier analysis has been shown to reduce the number of false positives in newborn screening (NBS) for genetically determined methylmalonic acidurias (MMAuria). In addition to genetic conditions, MMA is an indicator of vitamin B12 status, thus applicable to detect maternal vitamin B12 deficiency in the newborns screened. METHODS: Biochemical and clinical follow-up data of a 7.5-year pilot study with 1.2 million newborns screened were reviewed. RESULTS: Among 1,195,850 NBS samples, 3,595 (0.3%) fulfilled criteria for second-tier analysis of MMA. In 37 (0.003%; 1/32,000) samples, elevated concentrations of MMA were detected, resulting in diagnostic workup at a metabolic center in 21 newborns. In 6 infants (1/199,000), genetic conditions were established, 1 infant with cobalamin C deficiency (CblC) showed only a moderate elevation of MMA. The remaining 15 newborns (1/79,000) displayed significantly lower concentrations of MMA and were evaluated for maternal vitamin B12 deficiency. In 9 mothers, vitamin B12 deficiency was verified, and 6 showed no indication for vitamin B12 deficiency. Treatment with vitamin B12 normalized biochemical parameters in all 15 infants. CONCLUSIONS: Applying a 2-tier strategy measuring MMA in NBS identified genetic conditions of MMAuria. It was possible to separate severe, early-onset phenotypes from maternal vitamin B12 deficiency. However, the detection of CblC deficiency with mildly elevated MMA interferes with impaired vitamin B12 status of unknown relevance and thus burdens possibly healthy newborns. Regarding maternal vitamin B12 deficiency, testing and supplementing mothers-to-be is preferable. This might decrease straining follow-up of newborns and improve quality and overall perception of NBS.


Assuntos
Erros Inatos do Metabolismo dos Aminoácidos/diagnóstico , Carnitina/análogos & derivados , Teste em Amostras de Sangue Seco , Ácido Metilmalônico/sangue , Triagem Neonatal/métodos , Carnitina/sangue , Diagnóstico Diferencial , Feminino , Humanos , Recém-Nascido , Masculino , Projetos Piloto , Deficiência de Vitamina B 12/diagnóstico
11.
Sensors (Basel) ; 19(14)2019 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-31295826

RESUMO

Nowadays, it has been recognized that blockchain can provide the technological infrastructure for developing decentralized, secure, and reliable smart energy grid management systems. However, an open issue that slows the adoption of blockchain technology in the energy sector is the low scalability and high processing overhead when dealing with the real-time energy data collected by smart energy meters. Thus, in this paper, we propose a scalable second tier solution which combines the blockchain ledger with distributed queuing systems and NoSQL (Not Only SQL database) databases to allow the registration of energy transactions less frequently on the chain without losing the tamper-evident benefits brought by the blockchain technology. At the same time, we propose a technique for tamper-evident registration of smart meters' energy data and associated energy transactions using digital fingerprinting which allows the energy transaction to be linked hashed-back on-chain, while the sensors data is stored off-chain. A prototype was implemented using Ethereum and smart contracts for the on-chain components while for the off-chain components we used Cassandra database and RabbitMQ messaging broker. The prototype proved to be effective in managing a settlement of energy imbalances use-case and during the evaluation conducted in simulated environment shows promising results in terms of scalability, throughput, and tampering of energy data sampled by smart energy meters.

12.
Genet Med ; 20(8): 840-846, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29095812

RESUMO

PURPOSE: To describe a novel biochemical marker in dried blood spots suitable to improve the specificity of newborn screening for Pompe disease. METHODS: The new marker is a ratio calculated between the creatine/creatinine (Cre/Crn) ratio as the numerator and the activity of acid α-glucosidase (GAA) as the denominator. Using Collaborative Laboratory Integrated Reports (CLIR), the new marker was incorporated in a dual scatter plot that can achieve almost complete segregation between Pompe disease and false-positive cases. RESULTS: The (Cre/Crn)/GAA ratio was measured in residual dried blood spots of five Pompe cases and was found to be elevated (range 4.41-13.26; 99%ile of neonatal controls: 1.10). Verification was by analysis of 39 blinded specimens that included 10 controls, 24 samples with a definitive classification (16 Pompe, 8 false positives), and 5 with genotypes of uncertain significance. The CLIR tool showed 100% concordance of classification for the 24 known cases. Of the remaining five cases, three p.V222M homozygotes, a benign variant, were classified by CLIR as false positives; two with genotypes of unknown significance, one likely informative, were categorized as Pompe disease. CONCLUSION: The CLIR tool inclusive of the new ratio could have prevented at least 12 of 13 (92%) false-positive outcomes.


Assuntos
Doença de Depósito de Glicogênio Tipo II/diagnóstico , Triagem Neonatal/métodos , Algoritmos , Biomarcadores/sangue , Creatina/análise , Creatina/sangue , Creatinina/análise , Creatinina/sangue , Teste em Amostras de Sangue Seco/métodos , Doença de Depósito de Glicogênio Tipo II/sangue , Humanos , Recém-Nascido , Sensibilidade e Especificidade , alfa-Glucosidases/análise , alfa-Glucosidases/sangue
13.
Mol Genet Metab ; 118(3): 173-177, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27233226

RESUMO

BACKGROUND: Guanidinoacetate methyltransferase (GAMT) deficiency is a rare disorder of creatine biosynthesis presenting with epilepsy and developmental delay in infancy. Excellent developmental outcomes have been reported for infants treated from birth due to a family history. The BC Newborn Screening Program initiated a 3year pilot screening study for GAMT deficiency to evaluate the performance of a novel three-tiered screening approach. METHODS: Over 36months all bloodspots submitted for routine newborn screening were included in the pilot study (de-identified). Initial GAA measurement was integrated into the standard acylcarnitine/amino acid first-tier assay. All samples with elevated GAA were subjected to second-tier GAA analysis by LC-MS/MS integrated into an existing branched-chain amino acid (MSUD) method. GAMT gene sequencing was completed on the original bloodspot for all specimens with elevated GAA on the second-tier test. The protocol allowed for re-identification for treatment of any specimen with one or two likely pathogenic GAMT mutations. RESULTS: Over the study period 135,372 specimens were tested with 259 (0.19%) over the first-tier GAA cut-off. The second-tier assay removed an interference falsely elevating GAA levels, and only 3 samples required genotyping. No mutations were identified in any samples, all were deemed negative screens and no follow-up was initiated. CONCLUSIONS: A three-tier algorithm for GAMT newborn screening showed excellent test performance with zero false positives. No cases were detected, supporting a low incidence for this disorder. Given the low incremental costs and evidence of positive outcomes with early intervention, GAMT deficiency remains an excellent candidate for newborn screening.


Assuntos
Guanidinoacetato N-Metiltransferase/deficiência , Transtornos do Desenvolvimento da Linguagem/diagnóstico , Transtornos dos Movimentos/congênito , Triagem Neonatal/métodos , Algoritmos , Cromatografia Líquida , Humanos , Recém-Nascido , Transtornos dos Movimentos/diagnóstico , Projetos Piloto , Sensibilidade e Especificidade , Espectrometria de Massas em Tandem
14.
Acta Neurochir Suppl ; 122: 55-9, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27165877

RESUMO

INTRODUCTION: External lumbar drainage (ELD) of cerebrospinal fluid (CSF) in posttraumatic refractory intracranial hypertension (ICHT) is controversial. We report our experience of ELD in ICHT associated with acute disturbance of CSF flow within subarachnoid spaces (SASs). MATERIALS AND METHODS: Four adult patients admitted to the neurointensive care unit for severe TBI who presented with secondary ICHT are retrospectively reported. When refractory to second-tier therapy, if external ventricular drainage were not possible or failed, and in the absence of an indication for craniotomy to treat a mass lesion or decompressive craniectomy, we assessed the evolution of CSF volume within cranial SAS and checked the presence of basal cisterns and the absence of tonsillar herniation to evaluate interest in and the safety of ELD. RESULTS: As second-tier therapy failed to lower intracranial pressure (ICP; mean ICP 37 ± 5 mmHg), and computed tomography (CT) showed abnormally enlarged cranial SAS following traumatic subarachnoid hemorrhage, patients received ELD. ICP decreased, with immediate and long-term effect (mean ICP 5 mmHg ± 2 mmHg). There were no complications to report. DISCUSSION: Acute traumatic external hydrocephalus may explain some of the specific situations of secondary increased ICP, with a "normal" CT scan, that is refractory to medical treatment. In these situations, lumbar drainage should be considered to be a safe, minimally invasive, and effective surgical option.


Assuntos
Lesões Encefálicas Traumáticas/complicações , Drenagem/métodos , Hidrocefalia/etiologia , Hipertensão Intracraniana/terapia , Punção Espinal/métodos , Hemorragia Subaracnoídea Traumática/complicações , Barbitúricos/uso terapêutico , Lesões Encefálicas Traumáticas/diagnóstico por imagem , Feminino , Humanos , Hidrocefalia/diagnóstico por imagem , Hipotermia Induzida , Hipertensão Intracraniana/etiologia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Hemorragia Subaracnoídea Traumática/diagnóstico por imagem , Espaço Subaracnóideo/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Falha de Tratamento
15.
Mol Genet Metab ; 116(4): 231-41, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26458767

RESUMO

Tandem MS "profiling" of acylcarnitines and amino acids was conceived as a first-tier screening method, and its application to expanded newborn screening has been enormously successful. However, unlike amino acid screening (which uses amino acid analysis as its second-tier validation of screening results), acylcarnitine "profiling" also assumed the role of second-tier validation, due to the lack of a generally accepted second-tier acylcarnitine determination method. In this report, we present results from the application of our validated UHPLC-MS/MS second-tier method for the quantification of total carnitine, free carnitine, butyrobetaine, and acylcarnitines to patient samples with known diagnoses: malonic acidemia, short-chain acyl-CoA dehydrogenase deficiency (SCADD) or isobutyryl-CoA dehydrogenase deficiency (IBD), 3-methyl-crotonyl carboxylase deficiency (3-MCC) or ß-ketothiolase deficiency (BKT), and methylmalonic acidemia (MMA). We demonstrate the assay's ability to separate constitutional isomers and diastereomeric acylcarnitines and generate values with a high level of accuracy and precision. These capabilities are unavailable when using tandem MS "profiles". We also show examples of research interest, where separation of acylcarnitine species and accurate and precise acylcarnitine quantification is necessary.


Assuntos
Acetil-CoA C-Aciltransferase/deficiência , Acil-CoA Desidrogenase/deficiência , Erros Inatos do Metabolismo dos Aminoácidos/diagnóstico , Carbono-Carbono Ligases/deficiência , Carnitina/análogos & derivados , Erros Inatos do Metabolismo Lipídico/diagnóstico , Distúrbios Congênitos do Ciclo da Ureia/diagnóstico , Acetil-CoA C-Aciltransferase/sangue , Acetil-CoA C-Aciltransferase/líquido cefalorraquidiano , Acetil-CoA C-Aciltransferase/urina , Acil-CoA Desidrogenase/sangue , Acil-CoA Desidrogenase/líquido cefalorraquidiano , Acil-CoA Desidrogenase/urina , Erros Inatos do Metabolismo dos Aminoácidos/sangue , Erros Inatos do Metabolismo dos Aminoácidos/líquido cefalorraquidiano , Erros Inatos do Metabolismo dos Aminoácidos/urina , Betaína/análogos & derivados , Betaína/sangue , Betaína/líquido cefalorraquidiano , Betaína/urina , Carbono-Carbono Ligases/sangue , Carbono-Carbono Ligases/líquido cefalorraquidiano , Carbono-Carbono Ligases/urina , Carnitina/sangue , Carnitina/líquido cefalorraquidiano , Carnitina/urina , Cromatografia Líquida de Alta Pressão/métodos , Cromatografia Líquida de Alta Pressão/normas , Feminino , Humanos , Recém-Nascido , Isomerismo , Erros Inatos do Metabolismo Lipídico/sangue , Erros Inatos do Metabolismo Lipídico/líquido cefalorraquidiano , Erros Inatos do Metabolismo Lipídico/urina , Masculino , Triagem Neonatal , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Espectrometria de Massas em Tandem/normas , Distúrbios Congênitos do Ciclo da Ureia/sangue , Distúrbios Congênitos do Ciclo da Ureia/líquido cefalorraquidiano , Distúrbios Congênitos do Ciclo da Ureia/urina
16.
World J Pediatr ; 2024 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-38401044

RESUMO

INTRODUCTION: Methylmalonic acidemia (MMA) is a disorder of autosomal recessive inheritance, with an estimated prevalence of 1:50,000. First-tier clinical diagnostic tests often return many false positives [five false positive (FP): one true positive (TP)]. In this work, our goal was to refine a classification model that can minimize the number of false positives, currently an unmet need in the upstream diagnostics of MMA. METHODS: We developed machine learning multivariable screening models for MMA with utility as a secondary-tier tool for false positives reduction. We utilized mass spectrometry-based features consisting of 11 amino acids and 31 carnitines derived from dried blood samples of neonatal patients, followed by additional ratio feature construction. Feature selection strategies (selection by filter, recursive feature elimination, and learned vector quantization) were used to determine the input set for evaluating the performance of 14 classification models to identify a candidate model set for an ensemble model development. RESULTS: Our work identified computational models that explore metabolic analytes to reduce the number of false positives without compromising sensitivity. The best results [area under the receiver operating characteristic curve (AUROC) of 97%, sensitivity of 92%, and specificity of 95%] were obtained utilizing an ensemble of the algorithms random forest, C5.0, sparse linear discriminant analysis, and autoencoder deep neural network stacked with the algorithm stochastic gradient boosting as the supervisor. The model achieved a good performance trade-off for a screening application with 6% false-positive rate (FPR) at 95% sensitivity, 35% FPR at 99% sensitivity, and 39% FPR at 100% sensitivity. CONCLUSIONS: The classification results and approach of this research can be utilized by clinicians globally, to improve the overall discovery of MMA in pediatric patients. The improved method, when adjusted to 100% precision, can be used to further inform the diagnostic process journey of MMA and help reduce the burden for patients and their families.

17.
Int J Neonatal Screen ; 10(1)2024 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-38535123

RESUMO

In this study, we evaluated the implementation of a second-tier genetic screening test using an amplicon-based next-generation sequencing (NGS) panel in our laboratory during the period of 1 September 2021 to 31 August 2022 for the newborn screening (NBS) of six conditions for inborn errors of metabolism: citrullinemia type II (MIM #605814), systemic primary carnitine deficiency (MIM #212140), glutaric acidemia type I (MIM #231670), beta-ketothiolase deficiency (#203750), holocarboxylase synthetase deficiency (MIM #253270) and 3-hydroxy-3-methylglutaryl-CoA lyase deficiency (MIM # 246450). The custom-designed NGS panel can detect sequence variants in the relevant genes and also specifically screen for the presence of the hotspot variant IVS16ins3kb of SLC25A13 by the copy number variant calling algorithm. Genetic second-tier tests were performed for 1.8% of a total of 22,883 NBS samples. The false positive rate for these six conditions after the NGS second-tier test was only 0.017%, and two cases of citrullinemia type II would have been missed as false negatives if only biochemical first-tier testing was performed. The confirmed true positive cases were citrullinemia type II (n = 2) and systemic primary carnitine deficiency (n = 1). The false positives were later confirmed to be carrier of citrullinemia type II (n = 2), carrier of glutaric acidemia type I (n = 1) and carrier of systemic primary carnitine deficiency (n = 1). There were no false negatives reported. The incorporation of a second-tier genetic screening test by NGS greatly enhanced our program's performance with 5-working days turn-around time maintained as before. In addition, early genetic information is available at the time of recall to facilitate better clinical management and genetic counseling.

18.
Mol Genet Genomic Med ; 12(9): e70003, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39248612

RESUMO

BACKGROUND: Newborn screening (NBS) for primary carnitine deficiency (PCD) has poor performance. This study aimed to evaluate the feasibility of incorporating next-generation sequencing (NGS) as a second-tier PCD test. METHODS: Between March and December 2020, 60,070 newborns were screened for inherited metabolic disorders. Newborns with free carnitine (C0) levels below 8.5 µmol/L were selected for second-tier genetic testing. RESULTS: In total, 130 (0.22%) newborns with low C0 levels underwent second-tier genetic testing, 87 (66.92%) had positive genetic testing results, and 30 (23.08%) carried pathogenic variants of the SLC22A5 gene. Six newborns were diagnosed with PCD. The incidence of PCD was approximately 1 in 1:10,012 newborns. The PPV reached 20% after combining with second-tier NGS. Of the eight variants identified in patients with PCD, the three most common variants were c.760C>T (p.Arg254*), c.51C>G (p.Phe17Leu), and c.1400C>G (p.Ser467Cys). The C0 levels of patients with PCD were significantly lower than those of PCD carriers (p = 0.0026) and PCD-negative individuals (p = 0.0005). CONCLUSIONS: Our results showed that the PPV reached 20% after combining with second-tier NGS. The MS/MS-based NBS and second-tier NGS combination can effectively reduce the false-positive rate and detect PCD in patients.


Assuntos
Carnitina , Testes Genéticos , Sequenciamento de Nucleotídeos em Larga Escala , Hiperamonemia , Membro 5 da Família 22 de Carreadores de Soluto , Humanos , Carnitina/sangue , Carnitina/deficiência , Membro 5 da Família 22 de Carreadores de Soluto/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Sequenciamento de Nucleotídeos em Larga Escala/normas , Hiperamonemia/genética , Hiperamonemia/diagnóstico , Recém-Nascido , Masculino , Feminino , Testes Genéticos/métodos , Testes Genéticos/normas , Cardiomiopatias/genética , Cardiomiopatias/diagnóstico , Triagem Neonatal/métodos , Triagem Neonatal/normas , Doenças Musculares/genética , Doenças Musculares/diagnóstico , Mutação
19.
Int J Neonatal Screen ; 10(1)2024 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-38535129

RESUMO

The Portuguese Neonatal Screening Program (PNSP) conducts nationwide screening for rare diseases, covering nearly 100% of neonates and screening for 28 disorders, including 24 inborn errors of metabolism (IEMs). The study's purpose is to assess the epidemiology of the screened metabolic diseases and to evaluate the impact of second-tier testing (2TT) within the PNSP. From 2004 to 2022, 1,764,830 neonates underwent screening using tandem mass spectrometry (MS/MS) to analyze amino acids and acylcarnitines in dried blood spot samples. 2TT was applied when necessary. Neonates with profiles indicating an IEM were reported to a reference treatment center, and subsequent biochemical and molecular studies were conducted for diagnostic confirmation. Among the screened neonates, 677 patients of IEM were identified, yielding an estimated birth prevalence of 1:2607 neonates. The introduction of 2TT significantly reduced false positives for various disorders, and 59 maternal cases were also detected. This study underscores the transformative role of MS/MS in neonatal screening, emphasizing the positive impact of 2TT in enhancing sensitivity, specificity, and positive predictive value. Our data highlight the efficiency and robustness of neonatal screening for IEM in Portugal, contributing to early and life-changing diagnoses.

20.
J Pediatr Endocrinol Metab ; 37(2): 163-169, 2024 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-38158618

RESUMO

OBJECTIVES: Newborn screening (NBS) for primary carnitine deficiency (PCD) exhibits suboptimal performance. This study proposes a strategy to enhance the efficacy of second-tier genetic screening by adjusting the cutoff value for free carnitine (C0). METHODS: Between January 2021 and December 2022, we screened 119,898 neonates for inborn metabolic disorders. Neonates with C0 levels below 12 µmol/L were randomly selected for second-tier genetic screening, employing a novel matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF MS) assay. RESULTS: In total, 2,515 neonates with C0 <12 µmol/L underwent further screening, including 206 neonates with C0 <8.5 µmol/L and 320 neonates with 8.5G, accounting for 25 % (7/28) of allelic frequencies. CONCLUSIONS: A novel MALDI-TOF MS assay targeting 21 SLC22A5 variants in a Chinese population was successfully established. This assay exhibits a high detection and diagnostic rate, making it suitable for population-based genetic screening. Combined genetic screening is recommended to enhance the efficiency of PCD-NBS.


Assuntos
Cardiomiopatias , Carnitina/deficiência , Testes Genéticos , Hiperamonemia , Doenças Musculares , Triagem Neonatal , Recém-Nascido , Humanos , Triagem Neonatal/métodos , Membro 5 da Família 22 de Carreadores de Soluto/genética , Mutação , Espectrometria de Massas em Tandem
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