Clinical Chemistry 46: 1437-1438, 2000;
(Clinical Chemistry. 2000;46:1437-1438.)
© 2000 American Association for Clinical Chemistry, Inc.
Uncertainty of Measurement in Clinical Laboratory Sciences
Xavier Fuentes-Arderiu
Servei de Bioquímica Clínica, Ciutat Sanitària i, Universitària de Bellvitge, 08907 LHospitalet de Llobregat, Catalonia, Spain, Fax 34-93-260-7546, E-mail xfa{at}csub.scs.es
To the Editor:
Random and systematic errors can act together to produce an
error of measurement (total error) and generate a doubt
(uncertainty) about the true value of the measured quantity.
The international metrological organizations, keeping in mind these
facts, have developed the concept of uncertainty of measurement. This
concept has become an important issue in general metrology, and by
extension, its importance is increasing in clinical laboratory
sciences. It is thus important to clarify the concept and to identify
the practical difficulties in the use of uncertainty of patients
results.
Uncertainty of measurement (hereafter referred to as uncertainty) is a
parameter, associated with the result of a measurement, that
characterizes the dispersion of the values that could reasonably be
attributed to the measurand (i.e., the measured quantity)
(1); in other words, uncertainty is numerical information
that complements a result of measurement, indicating the magnitude of
the doubt about this result. Uncertainty is described by means of one
of the following three parameters (2):
- "Standard uncertainty" (u) is the standard deviation
that denotes the uncertainty of the result of a single measurement.
- "Combined standard uncertainty"
(uc) is the standard deviation that
denotes the uncertainty of the result obtained from other results of
measurement. It is obtained by combining the standard uncertainties of
all individual measurements according to the law of propagation of
uncertainty.
- "Expanded uncertainty" (U) is the statistic defining the
interval within which the value of the measurand is believed to lie
with a particular level of confidence. It is obtained by multiplying
the combined standard uncertainty by a coverage factor, k,
the choice of which is based on the level of confidence (1 -
)
desired. If k = 2, then 1 -
0.95; if
k = 2.6, then 1 -
0.99.
The international scientific and standardization bodies
recommend that the uncertainty of patients results obtained in
clinical laboratories should be known (3)(4)(5); the rationale
for this recommendation is that full interpretation of the value of a
quantity obtained by measurement also requires evaluation of the doubt
attached to its value. The common opinion of these bodies is that
clinical laboratories should supply information about the uncertainty
of their results of measurement when applicable; ideally, this
information should be attached to the patients results as shown in
this example:
SAlanine aminotransferase; cat.c. = (1.15 ± 0.23) µkat/L,
where 1.15 µkat/L is the result given by the system of measurement,
and 0.23 µkat/L is the expanded uncertainty multiplied by 2 as
coverage factor. (According to IFCC and IUPAC, S is serum,
and cat.c. is the catalytic concentration.)
Institutional guidelines for estimating uncertainty of measurement,
containing examples in fields of application other than clinical
laboratory sciences, have been published
(2)(6)(7)(8). An excellent review of uncertainty
(and traceability) in clinical chemistry was published recently
(9).
Depending on the field of application, uncertainty is attributable to
different sets of elements. Each element of uncertainty, expressed as a
standard deviation, may be estimated from the probability distribution
of values with repeated measurements, termed "type A standard
uncertainty", or estimated by use of an assumed probability
distribution based on experience or other available information, termed
"type B standard uncertainty".
In general, in clinical laboratory sciences the most relevant elements
that can contribute to uncertainty for a given system of measurement
are:
- Incomplete definition of the particular quantity under measurement,
- Unrepresentative sampling,
- Withdrawal conditions,
- Effects of additives,
- Centrifugation conditions,
- Storage conditions,
- Day-to-day (or between-run) imprecision,
- Systematic error,
- Lack of specificity,
- Values assigned to calibrators
Estimation of the combined uncertainty, expressed as a variance,
is the sum of the values, all expressed as variances, corresponding to
several of the above elements. Perhaps variances corresponding to these
elements can be easily estimated in some clinical laboratories, but for
others their evaluation is certainly not easy, as may be derived from
the following points:
- (a) Manufacturers do not give the uncertainty of the
values assigned to calibrators.
- (b) In the majority of measurement procedures used in
clinical laboratories, the metrological standard deviation varies with
the value of the measurand; this phenomenon, called
"heteroscedasticity" (the opposite is called homoscedasticity),
should be always taken into account when estimating uncertainty.
- (c) Premetrological variation should not be
considered negligible even when the premetrological process seems
to be well standardized (10)(11).
Bearing in mind these points, the following questions arise:
- When will manufacturers supply the uncertainties of the values
assigned to calibrators?
- How many clinical laboratories knowor really can knowthe
mathematical or graphical relationship between metrological standard
deviation and concentration for each measurement procedure?
- How many clinical laboratories knowor really can knowthe standard
deviation of their premetrological variation for each quantity?
- Is there heteroscedasticity for premetrological variation, and if it
exists, can it be evaluated?
- When a clinical laboratory has produced biological reference values
according to IFCC recommendation, should systematic error be referred
to as the conventional true value of the calibrators used during
the production of reference values?
Although some of the most relevant elements contributing to
uncertainty can potentially be evaluated in clinical laboratories, the
effort required to undertake such an endeavor might be so great that it
will be difficult to bring into general use the uncertainty of
patients results.
References
-
International Bureau of Weights and Measures,
International Electrotechnical Commission, International Organization
for Standardization, International Organization of Legal Metrology,
International Federation of Clinical Chemistry, International Union of
Pure and Applied Chemistry, International Union of Pure and Applied
Physics. International vocabulary of basic and general terms in
metrology Geneva: ISO, 1993..
-
. International Organization for Standardization. International Electrotechnical Commission. International Organization
of Legal Metrology. International Bureau of Weights and Measures. Guide to the expression of uncertainty in measurement 1993 ISO Geneva. .
-
. International Union of Pure and Applied Chemistry. International Federation of Clinical Chemistry. Compendium of terminology and nomenclature of properties in clinical laboratory sciences. Recommendations 1995. [Prepared for publication by JC Rigg, SS Brown, R Dybkaer, H Olesen.] 1995 Blackwell Science Oxford. .
-
. European Committee for Standardization. Medical informaticsexpression of the results of measurement in health sciences. ENV 12435 1997 CEN Brussels. .
-
. International Organization for Standardization. Quality management in the medical laboratory. ISO/DIS 15189 2000 ISO Geneva. .
-
Taylor BN, Kuyatt CE. National Institute of Standards
and Technology. Guidelines for evaluating and expressing the
uncertainty of NIST measurement results. NIST Technical Note 1297, 1994
edition. http://physlab.nist.gov/Pubs/guidelines/outline.html
(accessed March 22, 1999)..
-
. Eurachem. Quantifying uncertainty in analytical measurement 1995 Eurachem, British Standards Institute London. .
-
. Deutsches Institut für Normung. Basic concepts in metrology. Evaluating measurements of a single measurand and expression of uncertainty. DIN 1319-3 1996 DIN Berlin. .
-
Kristiansen J, Christensen JM. Traceability and uncertainty in analytical measurements. Ann Clin Biochem 1998;35:371-379.
-
Fuentes-Arderiu X, Acebes-Frieyro G, Gavaso-Navarro L, Castiñeiras-Lacambra MJ. Pre-metrological (pre-analytical) variation of some biochemical quantities. Clin Chem Lab Med 1999;37:987-989.[Web of Science][Medline]
[Order article via Infotrieve]
-
Fuentes-Arderiu X, González-Alba JM, Baltuille-Peirón F, Navarro-Moreno MA. Premetrological variation of thyrotropin, thyroxine (non-protein bound), and triiodothyronine concentrations in serum. Clin Chem 2000;46:431-432.[Free Full Text]
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