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1.
BMJ Open ; 12(2): e046240, 2022 02 22.
Article in English | MEDLINE | ID: mdl-35193898

ABSTRACT

INTRODUCTION: Newborn screening (NBS) is a test done shortly after birth to detect conditions that cause severe health problems if not treated early. An estimated 71% of babies worldwide are born in jurisdictions that do not have an established NBS programme. Guyana currently has no NBS programme and has established a partnership with Newborn Screening Ontario (NSO) to initiate screening. OBJECTIVES: To assess the feasibility of implementing a NBS programme in Guyana for congenital hypothyroidism (CH) and haemoglobinopathies (HBG) and to report on screen positive rates and prevalence (Hardy-Weinberg equilibrium (HWE)) for CH and HBG. METHODS: Term, healthy Guyanese infants were evaluated (with consent) using heel prick dried blood spots (DBS) shortly after birth (closer to 24 hours of life). DBS samples were analysed at NSO. Screening test for CH was done using a human thyroid-stimulating hormone (hTSH) assay. Mean hTSH levels between the Guyanese sample and the Ontarian population were compared using Student's t-test with an alpha of 0.05. Screening test for HBG was performed with a cation-exchange high-performance liquid chromatography. RESULTS: The pilot was conducted from 6 June 2016 to 22 September 2017. Georgetown Public Hospital Corporation recruited 2294 mothers/infants. Screen positive rate for CH in our sample was 0.0% (0/2038 infants). Mean TSH levels in Guyanese samples (1.7 µU/mL blood) was noticed to be significantly different than in the Ontarian population (4.3 µU/mL blood) (p<0.05). Screen positive rate for sickle cell anaemia (SCA) in our sample was 0.3% (7/2039 patients), and the carrier rate was 8.4% (172/2039 patients). Using the HWE, the SCA frequency (S allele frequency)2 is 0.0492=0.002 CONCLUSION: NBS for CH and SCA in Guyana could be beneficial. Future work should focus on conducting larger pilots which could be used to inform diagnosis and treatment guidelines for Guyanese people.


Subject(s)
Anemia, Sickle Cell , Congenital Hypothyroidism , Anemia, Sickle Cell/diagnosis , Congenital Hypothyroidism/diagnosis , Cross-Sectional Studies , Feasibility Studies , Guyana , Humans , Infant , Infant, Newborn , Neonatal Screening/methods , Prospective Studies
2.
Clin Biochem ; 50(18): 1145-1158, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28733190

ABSTRACT

OBJECTIVE: To statistically compare and evaluate commonly used methods of estimating reference intervals and to determine which method is best based on characteristics of the distribution of various data sets. DESIGN AND METHODS: Three approaches for estimating reference intervals, i.e. parametric, non-parametric, and robust, were compared with simulated Gaussian and non-Gaussian data. The hierarchy of the performances of each method was examined based on bias and measures of precision. The findings of the simulation study were illustrated through real data sets. RESULTS: In all Gaussian scenarios, the parametric approach provided the least biased and most precise estimates. In non-Gaussian scenarios, no single method provided the least biased and most precise estimates for both limits of a reference interval across all sample sizes, although the non-parametric approach performed the best for most scenarios. The hierarchy of the performances of the three methods was only impacted by sample size and skewness. Differences between reference interval estimates established by the three methods were inflated by variability. CONCLUSIONS: Whenever possible, laboratories should attempt to transform data to a Gaussian distribution and use the parametric approach to obtain the most optimal reference intervals. When this is not possible, laboratories should consider sample size and skewness as factors in their choice of reference interval estimation method. The consequences of false positives or false negatives may also serve as factors in this decision.


Subject(s)
Clinical Laboratory Techniques , Models, Theoretical , Datasets as Topic , Humans , Sample Size
3.
Clin Chem ; 62(12): 1658-1667, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27784706

ABSTRACT

BACKGROUND: Reference intervals from children are limited by access to healthy children and their limited blood volumes. In this study we set out to fill gaps in pediatric reference intervals for amino acids and steroid hormones using dried blood spots (DBS) from a cohort of the National Children's Study. METHODS: Deidentified DBS annotated with age, birthweight, sex, and geographic location were obtained from 310 newborns aged 0-4 days and analyzed for 25 amino acids and 4 steroid hormones using LC-MS/MS. Nonparametric statistical approaches were used to generate the 2.5th-97.5th percentile distributions for newborns. Paired plasma/DBS specimens were used to mathematically transform DBS reference intervals to corresponding plasma intervals. RESULTS: 10 of 25 DBS amino acid distributions were dependent on sex. There was little correlation with age, birthweight, or geographic location over the first 4 days of life. In most cases, transformation of DBS distributions to plasma distributions faithfully reflected independent studies of newborn plasma amino acid distributions. In general newborn steroid distributions were negatively correlated with age and birthweight over the first 4 days of life. Data distributions for the 4 steroids were not found related to geographic location, but testosterone concentrations displayed sex dependence. Transformation of DBS distributions to plasma intervals did not faithfully replicate other neonate steroid reference intervals determined directly with plasma. CONCLUSIONS: These data demonstrate the feasibility and utility of deriving newborn reference intervals from large numbers of archived DBS samples such as those obtained from the National Children's Study biobank.


Subject(s)
Amino Acids/blood , Dried Blood Spot Testing/standards , Steroids/blood , Chromatography, Liquid , Cohort Studies , Humans , Infant, Newborn , Reference Values , Tandem Mass Spectrometry
5.
Clin Biochem ; 46(13-14): 1220-7, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23726807

ABSTRACT

OBJECTIVES: This study aims to investigate current medical literature with focus on statistical methods used to construct pediatric reference intervals and identify potential gaps within the process of reference interval estimation. DESIGN AND METHODS: A systematic review of methods was performed. Extensive search criteria were developed and search was conducted on Embase, Medline, and PubMed databases to identify relevant articles. The articles were further screened using predefined inclusion and exclusion criteria. The selected articles were then included in our final systematic review. RESULTS: Our review reveals that there are gaps within current methodology and reporting of pediatric reference intervals. Not all publications followed the Clinical and Laboratory Standards Institute (CLSI) guidelines, and there is a large variation in the methods used. Discrepancies particularly arose when reference intervals were calculated for partitions with small sample sizes. In addition, the dynamic nature of pediatric data was not mostly captured when certain partitioning techniques were used. CONCLUSIONS: There are areas within the pediatric reference interval development process that need attention. Partitioning methods particularly need to be explored with the goals of reducing subjectivity and enabling researchers to capture the best representative partitions possible. Moreover, the complicated nature of pediatric data often limits the sample size available for each partition and appropriate methods need to be considered in such cases. Researchers are also strongly encouraged to accompany their reference limits with confidence intervals to show sampling variability and demonstrate precision of their limits. These issues exemplify the need for a pediatric specific guideline that outlines a standardized way of establishing reference intervals.


Subject(s)
Laboratories/standards , Pediatrics , Reference Standards , Child , Confidence Intervals , Humans
6.
Clin Biochem ; 45(6): 455-9, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22285379

ABSTRACT

BACKGROUND: Clinical Practice Guidelines (CPG) from both adult medicine and pediatrics recommend tTG to screen for celiac disease (CD). DESIGN AND METHODS: Serological test orders for celiac disease were evaluated against the guidelines. Ordering physicians were categorized as gastroenterologists, immunologists, pediatricians, other hospital physicians and non-hospital physicians. Interventions based on initial audit were implemented, including interacting with physicians, revising test menu and changing test ordering policy. After implementation of interventions, test orders were re-evaluated. RESULTS: After corrective interventions celiac panel (CP) orders were decreased from 48.4% to 3.6% in children, and from 72.3% to 28.1% in adults. Physicians ordered tTG alone for more than 90% of children. In adults the ordering of tTG alone was significantly increased from 7.2% to 61.3% (from 8.9% to 63.9% for gastroenterologists and from 8.1% to 44.4% for other physicians (p<0.05)). CONCLUSIONS: The audit reduced the CPG-practice gap that existed in the screening of CD.


Subject(s)
Celiac Disease/diagnosis , Clinical Audit , Quality Improvement , Serologic Tests/statistics & numerical data , Adult , Celiac Disease/blood , Celiac Disease/immunology , Child , Guideline Adherence , Humans , Physicians , Practice Guidelines as Topic , Quality Assurance, Health Care
7.
J Cyst Fibros ; 7(5): 457-9, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18511355

ABSTRACT

BACKGROUND: Subclinical deficiencies of vitamin K are universally present in unsupplemented cystic fibrosis (CF) patients. The dose required to prevent deficiencies cannot be estimated from the existing literature. The aim of this study is determine if a supplemental dose of 1 mg/day or 5 mg/day vitamin K1 per day would normalize vitamin K status in a population of children with cystic fibrosis. METHODS: Fourteen pancreatic insufficient CF children, between the ages of 8 to 18 years old, were randomized to receive either 1 mg/day or 5 mg/day vitamin K1 per day, for one month. Fasting blood tests were done at baseline and after one month of the intervention. The degree of undercarboxylation of osteocalcin (%Glu-OC), and serum vitamin K1, were evaluated by descriptive statistics and nonparametric Wilcoxon matched-pair test and Mann-Whitney U test. RESULTS: Of the 50% of subjects who were below the optimal serum vitamin K1 at baseline, all rose into the normal range with supplementation. Supplementation also significantly reduced the overall %Glu-OC from a median of 46.8 to 29.1% (p<0.0003). CONCLUSION: Our results suggest that both 1 mg and 5 mg of vitamin K1, given over a one-month period in pancreatic insufficient pediatric cystic fibrosis patients improve vitamin K status.


Subject(s)
Cystic Fibrosis/complications , Vitamin K 1/therapeutic use , Vitamin K Deficiency/drug therapy , Vitamins/therapeutic use , Adolescent , Child , Female , Humans , Male , Treatment Outcome , Vitamin K Deficiency/etiology
8.
Clin Biochem ; 39(6): 588-94, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16762334

ABSTRACT

Efficacy of laboratory medicine in assisting attending physicians in their diagnostic and follow-up endeavors is intimately linked to an access to meaningful and reliable reference values. Pediatrics is particularly sensitive to this problem as the processes, associated with growth and development, are imposing rapid discontinuous changes on the physiology of the individuals. Some developmental stages are more critical than others. The neonatal and the pubertal periods, for which we lack reference ranges, are two such examples. Beyond biological considerations, we realize that, over the last 2 decades, technology has evolved, both at the analytical and reagent levels. This technological evolution inexorably leads to the need in redefining reference values. It is for this reason that a group of clinical and medical biochemists have joined their efforts in creating the Canadian Laboratory Initiative in Paediatric Reference (CALIPER) which objective is to define a pan-Canadian set of reference values from birth to late adolescence. To illustrate the need of such a venture, a brief gap analysis for biochemical variables related to the thyroid function, and the growth hormone-insulin-like growth factors axis follows.


Subject(s)
Growth Hormone/analysis , Pediatrics , Reference Values , Somatomedins/analysis , Thyroid Hormones/analysis , Child , Humans
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