extending the linear dynamic range of absorbance …€¦ · linear dynamic range is limited by the...
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INTRODUCTION
The absorbance detector, a.k.a. UV, detector has
become a ubiquitous part of the practice of
contemporary HPLC and UPLC. Its wide dynamic range with noise around 5 micro AU and an upper limit of 2 AU
permits the measurement of both very small and very
large peaks within the same chromatogram.
Absorbance detectors are commonly characterized by a linearity specification based on ASTM E685-79 which
defines a protocol to determine the absorbance at which
the deviation from linearity is five percent (5%). A typical linearity specification is between 2 and 2.5 AU
for the five percent deviation vis-à-vis E685-79. Figure
1 indicates that for absorbances greater than 1.5, the linearity errors sharply increase with increasing
absorbance.
One of the principal sources of deviations from linearity in absorbance measurements is the presence of
so-called stray light. Figure 2 shows a plot of the stray
light requirement as a function of the ASTM 5% deviation limit. The figure indicates that improving the
ASTM limit from 2 AU to 3 AU will require a reduction of
the apparent stray light from 0.26% to 0.04% and that a 4 AU limit would require less than 0.005% stray light.
Reducing stray light to such low values is likely to
require compromising the noise performance of the detectors. Consequently, extending the linearity of the
detectors by modeling the stray light behavior is an
attractive solution to extending the linear dynamic range of absorbance detectors.
EXTENDING THE LINEAR DYNAMIC RANGE OF ABSORBANCE DETECTORS
Richard W. Andrews and Peyton Beals
Waters Corp. , 34 Maple Street, Milford, MA 01757 USA
Figure 1. Linearity Plot for Absorbance Detector with ASTM
Limit of 2.2 AU.
Figure 2. Stray Light Requirements for ASTM Linearity.
METHODS
Chromatographic Conditions: Waters Acquity UPLC Systems including H-Class QSM Solvent Manger, FTN Sample Manager, CHA Column Heater, and Acquity PDA detector all controlled from an Empower workstation. Columns included 2.1x50 mm Acquity BEH (1.7 µm C18) and XBridge XP 4.6x150 mm (2.5 µm C18) with mobile phases containing water, acetonitrile and/or methanol. Column temperature set to 40 C unless otherwise noted. Flow rates were 0.6
mL/min for 2.1 mm ID columns and 1.4 mL/min for 4.6 mm ID columns. Data Analysis: Chromatograms were captured in Empower. Stray light was estimated by non-linear regression with Table Curve 2D® software (Systat Software Inc.). Transformation of raw chromatograms was performed in Microsoft Excel®.
Calculations: The apparent stray light from calibration data was estimated from the model equation (1) shown below.
Am = log10 {(1+s)/(10-A +s)} (1)
where s = stray light, A = true absorbance, and Am = measured absorbance . Equation (1) can be solved for the true absorbance as a function of Am and s to give Equation 2.
A = -log{(1-s(10Am -1))/10Am } (2)
It should be noted that s is assay specific, i.e., it depends upon the wavelength, the spectrum of the analyte, the mobile phase and the characteristics of the optics such as spectral bandpass and resolution.
RESULTS
Calibration curves were constructed using an Acquity
PDA with a standard analytical flow cell (10 mm path length) and a high sensitivity flow cell (25 mm path length) using a
series of caffeine standards appropriate for high performance HPLC (2.5 µm particle column). The results are shown in
Figure 3. The ASTM limits for the cells were 2.25 (10 mm) and 2.45 (25 mm) respectively. The slopes have a ratio of
2.47:1 which is in agreement with the path lengths.
Figure 3. Caffeine Calibration Curves for 10 mm and 25 mm path length flow cells.
The chromatograms for the high sensitivity cell are
shown in Figure 4. Note that the peak absorbance changes significantly for only the highest concentrations.
Figure 4. Transformed (dotted lines) and observed chromatograms for 25 mm cell .
The separation of a five component column test mixture
with peaks of various concentrations is shown in Figure 5 and
illustrates the effect of the transformation which is strongest on the largest peaks. The sample contains thiourea (void
marker), toluene, amyl benzene, heptanophenone, and decanophenone and is eluted in 30:70 water:acetonitrile at 0.6
mL/min. from an Acquity BEH C18 column (2.1 x 50 mm, 1.7 µm).
Figure 5. Column Test Mix Separation for Injection Volumes of 1, 2, 4, 6 and 8 µL. Data is not linearized. Note peak AU =
2.8.
Figure 6 shows the linearized results for the last peak
decanophenone. Note that the peak AU is now 4.1 AU.
Figure 6. Linearized Decanophenone Peak with 25 mm Flow
Cell.
CONCLUSIONS
Linear dynamic range is limited by the
presence of stray light in absorbance
detectors.
Increasing the linear dynamic range to 4 AU
requires a reduction of the stray light to less
than 0.005 % which is not a practical solution.
Apparent stray light can be estimated from
calibration data.
Measured absorbance can be corrected for the
presence of stray light.
Stray light corrected absorbance restores the
concentration dynamic range of high
sensitivity (long path length) flow cells.
*Patent Pending.
DISCUSSION
The use of Equation 2 to enhance the linearity of
absorbance data requires a robust estimate of the apparent
stray light. That estimate is specific to an assay and the instrument used. However, once measured it can be used to
create linearized absorbance data channels which can be treated as ordinary chromatograms with typical
chromatographic data systems*.
The use of so-called high sensitivity cells with extended path lengths has been limited by the reduced dynamic range in
concentration. The noise performance is not a strong function of path length (unless the mobile phase absorbs at the
monitoring wavelength) and without a correction for non-linearity from stray light, the upper concentration limit is
reduced by the increase in path length. The use of stray light correction restores the dynamic range of the extended path
length flow cells making them more useful for the detection
and quantitation of both very small and large peaks in the same chromatogram.
The dynamic range of a detector can be described as a
range of concentrations over which the uncertainty of the measurement is acceptable. In the case of an absorbance
detector, the relative uncertainty in absorbance can be plotted against the absorbance to create the so-called photometric
error curve which accounts for the principal noise sources in absorbance measurements — shot noise, source (flicker) noise
and fixed (read) noise — provides a visual model for dynamic range. Figure 7 shows a typical photometric error curve for a
photodiode array detector. With such a plot an error analysis can be performed in which a defined uncertainty, e.g. 1
percent, can be specified and the absorbances which have
uncertainties less than the specified values can be identified.
Figure 7. Photometric Error Curve Showing Dynamic Range as
a log-log Plot.
When the linearity errors limit the working range to 2 AU
the dynamic range is about 2200:1. When the stray light correction is applied the dynamic range increases to 4800:1 for
an improvement of 2.2x. A similar improvement would require a reduction of the instrument’s stray light by a factor of 50
which would compromise baseline noise performance.
0.00
0.05
0.10
0.15
0.20
0.25
0.30
0.35
1.70 2.20 2.70 3.20 3.70 4.20
Stra
y Li
ght
(%)
ASTM 5% Limit (AU)
0.0
1.0
2.0
3.0
4.0
5.0
2.0 2.5 3.0 3.5 4.0 4.5 5.0
abso
rban
ce @
27
3 n
m
time (min.)
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
0.00 0.05 0.10 0.15 0.20 0.25
Abso
rban
ce (
273
nm)
mg/mL caffeine
A 25mm lin 25 mm
A 10mm lin 10 mm
Dynamic Range = 4800:1 at 4.34 AU
Dynamic Range = 2200:1 at 2 AU