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Imran Mushtaq a Biochemistry Unit, Institute of Child Health,
University College London, London WC1N 1EH, b Epidemiology and
Biostatistics Unit, Institute of Child Health, c Micromass
UK Limited, Wythenshawe, Manchester M23 9LZ, d Liver Unit,
Birmingham Children's Hospital, Ladywood Middleway, Ladywood,
Birmingham B16 8ET
Correspondence to: P T Clayton
P.Clayton{at}ich.ucl.ac.uk
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Abstract |
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Objective:
To assess the feasibility of screening for cholestatic hepatobiliary disease and extrahepatic biliary atresia by
using tandem mass spectrometry to measure conjugated bile acids in
dried blood spots obtained from newborn infants at 7-10 days of age for
the Guthrie test.
Setting:
Three tertiary referral clinics and regional neonatal screening laboratories.
Design:
Unused blood spots from the Guthrie test were retrieved for infants presenting with cholestatic hepatobiliary disease
and from the two cards stored on either side of each card from an index
child. Concentrations of conjugated bile acids measured by tandem mass
spectrometry in the two groups were compared.
Main outcome measures:
Concentrations of
glycodihydroxycholanoates, glycotrihydroxycholanoates,
taurodihydroxycholanoates, and taurotrihydroxycholanoates. Receiver
operator curves were plotted to determine which parameter (or
combination of parameters) would best predict the cases of cholestatic
hepatobiliary disease and extrahepatic biliary atresia. The sensitivity
and specificity at a selection of cut off values for each bile acid
species and for total bile acid concentrations for the detection of the
two conditions were calculated.
Results:
218 children with cholestatic hepatobiliary disease were eligible for inclusion in the study. Two children without
a final diagnosis and five who presented at <14 days of age were
excluded. Usable blood spots were obtained from 177 index children and
708 comparison children. Mean concentrations of all four bile acid
species were significantly raised in children with cholestatic
hepatobiliary disease and extrahepatic biliary atresia compared with
the unaffected children (P<0.0001). Of 177 children with cholestatic
hepatobiliary disease, 104 (59%) had a total bile acid concentration
>33 µmol/l (97.5th centile value for comparison group). Of the 61 with extrahepatic biliary atresia, 47 (77%) had total bile acid
concentrations >33 µmol/l. Taurotrihydroxycholanoate and total bile
acid concentrations were the best predictors of both conditions. For
all cholestatic hepatobiliary disease, a cut off level of total bile
acid concentration of 30 µmol/l gave a sensitivity of 62% and a
specificity of 96%, while the corresponding values for extrahepatic
biliary atresia were 79% and 96%.
Conclusion:
Most children who present with
extrahepatic biliary atresia and other forms of cholestatic
hepatobiliary disease have significantly raised concentrations of
conjugated bile acids as measured by tandem mass spectrometry at the
time when samples are taken for the Guthrie test. Unfortunately the
separation between the concentrations in these infants and those in the
general population is not sufficient to make mass screening for
cholestatic hepatobiliary disease a feasible option with this method alone.
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Key messages
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Introduction |
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Diagnosis of cholestatic hepatobiliary disease in infancy normally starts with clinical detection of jaundice, typically associated with pale stools and dark urine. This method of ascertainment poses major problems, however, because jaundice in the newborn period is common and cholestatic hepatobiliary disease relatively rare. Between 2.4% and 15% of newborn babies remain clinically jaundiced beyond 14 days of life 1 2 but only 0.04% to 0.2% of newborn babies have (conjugated) hyperbilirubinaemia due to cholestatic hepatobiliary disease 3 4 ; the remainder have transient unconjugated hyperbilirubinaemia. Thus, there is a tendency to ignore jaundice until about 6 weeks (the first health surveillance check). The consequent delay in diagnosis of cholestatic hepatobiliary disease can adversely affect outcome. 5 6 For infants with extrahepatic biliary atresia the resolution of jaundice and long term survival are both significantly improved when surgery is performed before 60 days. 5 7 8 All infants with cholestatic hepatobiliary disease are at increased risk of bleeding due to vitamin K deficiency, and infants with undiagnosed cholestasis contribute a disproportionate number of cases of severe bleeding9; these haemorrhages could be prevented with vitamin K.
The Yellow Alert campaign, launched in 1993, aimed to identify those
infants with cholestatic hepatobiliary disease earlier by recommending
that all babies clinically jaundiced at >14 days have their urine
tested for bilirubin or their blood tested for conjugated bilirubin, or
both.5 There are two problems with this: the substantial
numbers of children requiring testing and difficulties with the quality
control of assays for conjugated bilirubin.10 The practice
has not been widely implemented and, in 1995, the British Paediatric
Surveillance Unit reported that there was still unacceptable delay in
the referral of many cases of extrahepatic biliary
atresia.11 This led us to consider how screening for
cholestatic hepatobiliary disease might be undertaken in a way that
avoids the laborious aspects of Yellow Alert. One answer was to look
for a marker of the disease in blood that had already been taken at
7-10 days for phenylketonuria (PKU) screening
the Guthrie test.
Technological advances (in particular tandem mass spectrometry) have
increased the number of metabolites that can be detected in a blood
spot.12 We set out to determine whether cholestatic hepatobiliary disease could be ascertained by measurement of compounds that accumulate in blood in cholestasis: conjugated bilirubin and bile
acids. Preliminary experiments indicated that conjugated bilirubin was
photolabile and difficult to measure with tandem mass spectrometry.
Thus, we investigated the feasibility of the detection of cholestatic
disease, in particular extrahepatic biliary atresia, by the measurement
of conjugated bile acids in the dried blood spots currently obtained
from all newborn infants in the United Kingdom at 7-10 days.
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Subjects and methods |
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Cholestatic cases
Cases were identified from King's College, Great Ormond Street,
and Birmingham Children's Hospitals. Inclusion criteria were referral
for conjugated hyperbilirubinaemia, age <1 year at presentation, and
birth in the United Kingdom. The case notes were reviewed to ascertain
presenting history and final diagnosis. Unused blood spots originally
collected for phenylketonuria screening were used for this study. The
Guthrie cards were retrieved from neonatal screening centres, where
they are stored at room temperature for 6 months to 15 years. Infants
were excluded from the study if no diagnosis was made; cholestasis was
due to prolonged parenteral nutrition; no blood spot was available; or
presentation was at <14 days.
Comparison group
To provide a comparison group matched for storage time, two
anonymised screening cards stored on either side of each index card
were analysed. Ethical approval required that no identifying
information be given on the comparison spots.
Sample analysis
Blood spots were coded and measurements performed blind. The 6 mm
discs were punched and sonicated in 250 µl methanol containing
100 pmol of four internal standards labelled with
deuterium.13 Concentrations of
glycodihydroxycholanoates, glycotrihydroxycholanoates, taurodihydroxycholanoates, and taurotrihydroxycholanoates were measured
with a VG Quattro II triple quadruple spectrometer (Micromass, Altrincham).13 Total bile acid concentration was
calculated from the four concentrations. Settings were cone voltage 60 V, collision energy 40 eV, product ion mass:charge ratio (m:z) 74 for
glycodihydroxycholanoates and glycotrihydroxycholanoates; 100 V, 90 eV,
and m:z 80 for taurodihydroxycholanoates and
taurotrihydroxycholanoates; collision gas pressure 2.5 mTorr (0.33 Pa);
and spectra were acquired in multiple reaction monitoring mode to
facilitate background subtraction. The detection limit was
0.5 µmol/l, the "carry over" (from a 500 µmol/l sample)
negligible. Coefficients of variation within and between assays were
determined on blood samples to which bile acids had been added,
increasing the concentrations of the four bile acid species by
7.5 µmol/l or 75 µmol/l. Coefficients of variation within assays
were 5.2, 5.4, 5.4, and 3.9% at 7.5 µmol/l enrichment and 8.2, 6.6, 8.0, and 7.1% at 75 µmol/l, respectively (n=5 assays). Coefficients
of variation between assays were 14.3, 13.5, 8.4, and 11.9% at
7.5 µmol/l spiking and 8.0, 10.7, 8.1, and 8.1% at 75 µmol/l
spiking, respectively (n=5). Spiked blood samples were also used to
study storage of blood spots exposed to light, in darkness, or in an
airtight container with desiccant. Replicate analyses (n=5) were
performed after 0, 3, 6, 9, and 12 months' storage. There was no
significant change in any bile acid concentration with short (3 month)
or long term (>6 months) storage under any of the conditions studied.
Data analysis and statistical analysis
Data were analysed with SPSS for Windows. A weighted
1/x linear regression model was used to produce
calibration curves that were then used to calculate concentrations.
Blood bile acid concentrations in case and comparison groups showed a
log normal distribution. Values are therefore expressed as the geometric mean with 95% confidence intervals. The 95% range
represented the distribution of the log transformed data between the
2.5th and the 97.5th centiles. Differences in bile acid concentrations between the case and comparison groups were evaluated with unpaired t tests on log transformed data. Regression analysis was
performed on bile acid concentrations in the comparison group to
determine the extent to which the age of a blood spot influenced its
bile acid content.
Ethical approval
Approval was obtained from the ethics committees of the three
centres. Anonymous testing of blood spots for the comparison group was
in keeping with established procedures.
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Results |
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Effect of storage on bile acid content of dried blood spots
Linear regression showed the mean change (95% confidence
intervals) in bile acid content per year of storage to be
glycodihydroxycholanoates
0.03 µmol/l (
0.22 to
0.16 µmol/l), glycotrihydroxycholanoates 0.12 µmol/l (
0.28 to
0.52 µmol/l), taurodihydroxycholanoates
0.04 µmol/l (
0.20
to 0.13 µmol/l), and taurotrihydroxycholanoates 0.22 µmol/l
(
0.02 to 0.46 µmol/l). Examination of the residuals showed an
even distribution with no element of underfitting, suggesting that
fitting a more complex model than linear regression to the data was not
warranted. On this basis (as well as the previous experiments on
storage of blood spots) the four conjugated bile acid species were
considered to be stable under normal storage conditions and matching of
comparison to index cases for statistical analyses was considered
unnecessary.15
Cholestatic cases
In total, 218 infants with cholestatic hepatobiliary disease were
suitable for the study. Two infants had no diagnosis and five presented
at <14 days; these were excluded. Blood spots were obtained from
Guthrie cards of 177 of the remaining 211 infants. The median age at
presentation was 47 days (range 14-248 days); the diagnoses are listed
in table 1. The blood spots were obtained when the infants were aged
1-4 days (n=5), 5-10 days (n=150), 11-18 days (n=18), or 28-30 days
(n=4). The cards had been in dry, room temperature storage for 2 months
to 4 years.
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Comparison group
The trihydroxycholanoates, glycotrihydroxycholanoates and
taurotrihydroxycholanoates, were predominant in the normal neonates,
with the mean trihydroxycholanoate:dihydroxycholanoate (TriOH/DiOH)
ratio being 2.02. The glycine-conjugated bile
acids
glycotrihydroxycholanoates and
glycodihydroxycholanoates
showed a slight preponderance over the taurine-conjugated bile acids
taurotrihydroxycholanoate and taurodihydroxycholanoate. On the basis of the 97.5th centile value, the
upper limit of "normal" for total bile acid concentration in the
comparison group was 33 µmol/l (95% confidence interval 31 to
42 µmol/l).
Cholestatic cases versus comparison group
Concentrations of all four bile acid types were significantly
raised and the TriOH/DiOH ratio was significantly higher in the
cholestatic group (table 3). No significant difference in the
glycine:taurine conjugate ratio was noted between the comparison group
and the cholestatic group or subgroups. Of the infants in the
cholestatic group, 104 (59%) had a total bile acid concentration >33 µmol/l.
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Although
concentrations of all four bile acid species were significantly raised
in this group (n=52), the increases were less distinct than in other
cholestatic disorders (table 3). Twenty seven cases (52%) had total
bile >33 µmol/l.
Extrahepatic biliary atresia subgroup
This subgroup had the
highest concentrations of glycodihydroxycholanoates,
glycotrihydroxycholanoates, and taurotrihydroxycholanoates in the
cholestatic group (n=61). The trihydroxycholanoates
glycodihydroxycholanoates and
taurotrihydroxycholanoates
were particularly raised, with a
mean TriOH:DiOH ratio of 3.07 compared with 2.02 in the comparison
group and 2.54 in the idiopathic neonatal hepatitis subgroup (P<0.03).
Forty seven (77%) out of the 61 cases in the extrahepatic biliary
atresia subgroup had total bile acid values >33 µmol/l, seven cases
had total bile acid levels of 20-33 µmol/l and seven had values
<20 µmol/l. Figures 1 and 2 and tables 2 and 3 suggest that
measurements of taurotrihydroxycholanoates may be the most useful for
distinguishing extrahepatic biliary atresia from other cholestatic
disorders
for example, inherited metabolic disorders.
Other subgroups
Bile acid concentrations were significantly raised in babies with Alagille syndrome and
1
antitrypsin deficiency when compared with the comparison group. Babies
with metabolic disorders had only moderately raised bile acids.
Effect of age at time of Guthrie test
The data were analysed to examine the influence of age at sampling
on bile acid concentrations in neonates destined to present with
cholestatic hepatobiliary disease. The neonates with cholestasis were
divided into those sampled before 7 days (n=76), from 7 to 10 days
(n=79), and after 10 day (n=22). By using unpaired t
tests on log transformed data differences between the three sampling
periods were investigated, first for all causes of cholestatic
hepatobiliary disease and then for the major subgroups: extrahepatic
biliary atresia, idiopathic neonatal hepatitis, and
1
antitrypsin deficiency. Concentrations of
glycodihydroxycholanoates, taurodihydroxycholanoates, and
taurotrihydroxycholanoates and total bile acids were significantly
higher in those blood samples from the cholestatic group that were
obtained after 10 days. Examination of the individual subgroups made it
clear that the effect of sample time applied only to idiopathic
neonatal hepatitis.
Performance of the tandem mass spectrometry analyses as a
screening test
Receiver operating characteristic curves
Figure 3 shows
receiver operating characteristic curves plotted for cholestatic
hepatobiliary disease and extrahepatic biliary atresia. There is a
significantly larger area under the curve for
taurotrihydroxycholanoates and total bile acid concentration (P<0.01)
compared with taurodihydroxycholanoates, glycotrihydroxycholanoates, and glycodihydroxycholanoates concentration, with no significant difference between taurotrihydroxycholanoates and total bile acids (P=0.09). This indicates that taurotrihydroxycholanoates and total bile
acids are the best predictors of cholestatic hepatobiliary disease and
extrahepatic biliary atresia. Discriminant analysis did not yield any
significantly better combination for prediction of cholestatic
hepatobiliary disease and extrahepatic biliary atresia.
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Sensitivity and specificity values
calculated for various total bile acid cut off levels are shown in
tables 4 and 5. For cholestatic hepatobiliary disease (table 4) a cut
off of 25 µmol/l produced a sensitivity of 65.9%, a specificity of 94.0%, a positive likelihood ratio of 11.0, and a negative likelihood ratio of 0.36. With a cut off of 35 µmol/l these figures were 53.3%, 97.8%, 24.2, and 0.48, respectively. For extrahepatic biliary atresia (table 5) a cut off of 25 µmol/l produced figures of
85.3%, 94.0%, 14.2, and 0.16, and a cut off of 35 µmol/l 70.5%, 97.8%, 32.0, and 0.30, respectively. Tables 4 and 5 also indicate the
positive and negative predictive values of a screening test based on
total bile acid measurement for different prevalences of cholestatic
hepatobiliary disease and extrahepatic biliary atresia. (Estimates of
prevalence vary from 1 in 500 to 1 in 2500 for cholestatic
hepatobiliary disease and from 1 in 10 000 to 1 in 20 000 for
extrahepatic biliary atresia.) If the prevalence of cholestatic
hepatobiliary disease is as high as 1 in 500, the positive predictive
value of a total bile acid value >35 µmol/l is 4.6%; if the
prevalence is only 1 in 2500, the value is
0.96%.
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Discussion |
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Infants with cholestatic hepatobiliary disease have raised concentrations of blood bile acids at presentation. 13 16 17 We have shown that the mean concentrations of bile acids measured by tandem mass spectrometry on blood spot samples taken at 7-10 days are already greatly increased in neonates with cholestatic hepatobiliary disease, particularly those with extrahepatic biliary atresia. Can this be used for screening?
In 1995 Matsui et al reported a pilot study of screening for extrahepatic biliary atresia. They used an enzymatic method to measure total bile acids in blood spots taken at 0-10 days. 18 19 They identified only seven of the 11 children with extrahepatic biliary atresia in the screened cohort, four of these beyond the optimum time for referral. Tandem mass spectrometry has provided technology capable of measuring individual bile acid species in a blood spot and of measuring total bile acids with greater precision. If a good test for cholestasis based on tandem mass spectrometry could be performed on blood spots obtained in the United Kingdom at 7-10 days, screening for cholestatic hepatobiliary disease might be practicable.
Problems with a single test
Unfortunately, although significant differences in mean bile acid
concentrations were found in this study, a small but important overlap
exists between the population distributions of unaffected neonates and
those with cholestatic hepatobiliary disease. The separation is greater
between neonates with extrahepatic biliary atresia and normal neonates,
but even here the overlap is too great to make screening by this method
alone a feasible option. A decision rule producing a specificity of
97.8% (that is, a 2.2% recall rate for diagnostic testing) results in
a sensitivity of only 53% for cholestatic hepatobiliary disease and
70% for extrahepatic biliary atresia. Thus, for every 100 000
infants screened there will be 2200 false positive results. If the
prevalence of cholestatic hepatobiliary disease is 1 in 500 and that of
extrahepatic biliary atresia 1 in 10 000, the 100 000 babies screened
will include 200 with cholestatic hepatobiliary disease, of whom 106 are detected by the test, and 10 babies with extrahepatic biliary atresia of whom seven are detected. If the prevalence of cholestatic hepatobiliary disease is 1 in 2500 and that of extrahepatic biliary atresia 1 in 20 000, these figures fall to 21 out of 40 babies with
cholestatic hepatobiliary disease detected and three out of five babies
with extrahepatic biliary atresia detected. It is unlikely that recall
rates of 2% or higher would gain acceptance and setting the
specificity higher leads to a rapid decline in sensitivity.
for
example, with asphyxia, respiratory distress, or sepsis. Exclusion of
low birthweight infants may produce a screening test with improved specificity.
Possible improvements
One reason for the low sensitivity of the test for detection of
cholestatic hepatobiliary disease was that the subgroup with idiopathic
neonatal hepatitis included a high proportion of infants whose bile
acid concentrations fell within the normal range. The data relating
blood bile acid concentrations to time of sampling suggested that, in
infants with idiopathic neonatal hepatitis, bile acid concentrations
are rising in the first 2 weeks and sensitivity would be improved if
all blood spots were obtained at 10-14 days. Another determinant of
blood bile acid concentrations that we could not correct for is the
rise occurring 30 minutes to 2 hours after a feed. If all blood spot samples could be taken more than 2 hours 30 minutes after a feed the
variation in values in all subject groups would be reduced, and this
would probably reduce the overlap and improve sensitivity and specificity.
Summary
In summary, this study has shown that tandem mass
spectrometry analysis of blood spot bile acids cannot be used as a
screening test on its own with a simple cut off value (or set of
values) applicable to all neonates. We have indicated some ways in
which sensitivity and specificity might be improved. Another way of
improving performance of the screening test would be to assay a second
compound in the spot. Conjugated bilirubin can be detected by tandem
mass spectrometry in blood spots but is susceptible to
photodegradation, suggesting that this is unlikely to be a useful
option unless blood spots are protected from the light. Cholestasis
leads to a rise in plasma phospholipid concentrations, and phospholipid
profiles can be generated from a blood spot by tandem mass spectrometry
(unpublished observations). It is unclear, however, whether such
profiles will provide the required differentiation between cholestatic
hepatobiliary disease and unaffected children. Finally, consideration
could be given to combining bile acid analysis with clinical detection
of jaundice. Until this has been evaluated, clinicians seeing children
with jaundice in the third week of life should ensure that blood or
urine, or both, are tested for conjugated bilirubin and that children
with positive results are promptly referred to a specialist centre.
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Acknowledgments |
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We thank Professor G Mieli-Vergani for her collaboration and the staff of the screening centres who provided us with samples.
Contributors: IM (guarantor) reviewed the literature, performed the validation experiments, sought ethical approval and funding, collected the Guthrie spots, performed the mass spectrometry analyses, reviewed the case notes, analysed the data, formulated the conclusions, and wrote the first draft of the paper. PTC (guarantor) had the original idea for the study, supervised the overall conduct of the project and interpretation of the results and revised the manuscript. SL (guarantor) provided advice on the selection of cases and the comparison group and on analysis and interpretation of the data. AMW supervised the statistical analyses. AWJ helped to set up the mass spectrometry method for bile acid analysis. MM advised on optimum configurations for mass spectrometry analyses with the Quattro II mass spectrometer. DK contributed to the planning of the study and discussion of results.
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Footnotes |
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Funding: Children's Liver Disease Foundation; Mr David Drake, consultant paediatric surgeon (personal donation); EPSRC (Link scheme).
Competing interests: None declared.
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References |
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| 6. | Mieli-Vergani G, Howard ER, Portmann B, Mowat AP. Late referral for biliary atresia: missed opportunities for effective surgery. Lancet 1989; i: 421-423. |
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Rashed MS, Bucknall MP, Little D, Awad A, Jacob M, Alamoudi M, et al.
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(Accepted 12 May 1999)
Tandem mass spectrometry is a techique that has been
developed to analyse the metabolites and proteins present in samples of
blood. In this paper, tandem mass spectrometry has been used to analyse
the blood "spots" (heel prick samples of blood dried on filter
paper) that are typically taken shortly after birth for the Guthrie
test. But rather than testing the blood for the presence of just one
compound (phenylalanine, in the case of phenylketonuria), tandem mass
spectrometry can simultaneously examine a large number of materials
from a single sample.
Mass spectrometers measure the mass of substances (molecular weight).
Tandem mass spectrometry entails the use of two mass spectrometers in
sequence (hence "tandem"): the first spectrometer is used to
separate compounds of a single molecular mass (precursor ions) from a
nebulised blood sample. The separated species are subsequently passed
through a "collision cell," where the molecules are bombarded with
high energy argon gas. The whole molecules are broken up by the argon,
and the fragments that result (product ions) are then passed into the
second spectrometer for analysis of their molecular weights. As
different classes of compounds fragment in uniquely different ways, if
the mass of a molecule and its common fragments are known it is
possible to infer the identity of the molecule.
Tandem mass spectrometry can therefore separate a nebulised mixture
into different classes of molecules and in a single, two minute
experiment it is possible to generate profiles of several different
classes of molecules that may be useful in determining disease states.
Analysis of acylcarnitines, amino acids, and bile acids from a single
(3 mm) blood spot have been well documented (Sweetman L, Chase DH, et
al. Clinical Chemistry 1996;42:345-6; Sweetman L, Chase DH,
et al, Clinical Chemistry 1996;42:349-55).
It remains unclear whether tandem mass spectrometry will ultimately be
used as a tool for neonatal screening (looking for evidence of
phenylketonuria, fatty acid oxidation defects, and organic acidaemias,
for example) or whether it will be reserved for specific investigative
testing for children who are clearly unwell. Although all of these
conditions are rare, with an incidence of just 1 in 3000-4000, some of
them (such as medium chain acyl-CoA dehydrogenase deficiency and
methylmalonic acidaemia) are eminently treatable and if left
undiagnosed have potentially devastating consequences (Wilson CJ, et
al, Archives of Disease in Childhood 1999;80;459-62; Leonard
JV, Journal of Inherited Metabolic Disease 1995;18:430-4).
Over 50 centres worldwide are now working with tandem mass
spectrometry, although only three of these are up and running a full
screening service for neonates. In the United Kingdom, six centres are
involved in running investigative trials.
Abi Berger science editor, BMJ
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