2.2.1. Effect of the Sample Preparation Procedure on Analytical Characteristic of ICP OES
Using matrix-matched standards, the effect of the HNO
3 concentration, remained in final solutions from P1–P5 procedures, was examined on determination of 12 elements by ICP OES. In case of the procedure P6, simple aqueous standards were considered. It was established that independently of the sample procedure used (P1–P6), calibration curves for all studied elements were linear within their concentration ranges. Superior determination coefficients were also established (R
2 ≥ 0.999). Precision for replicated (
n = 3) measurements of analytes signals was good and did not exceeded 3% (RSDs between 0.1–2.8%). Similarly, comparing slopes of calibration curves it was found that differences between their values were minor (1–5%). Measuring respective blanks, LODs of elements were evaluated. LODs were calculated as concentrations (in ng mL
−1) corresponding to three standard deviations (3 × SD) of 10 measurements of blank solutions (3 σ criterion). Additionally, taking into account sample portions and final dilution factors employed in compared sample preparation procedure, these LODs (abbreviated as method LODs) were referenced to analytes concentrations (in ng mL
−1) in original samples. LOD values for procedures P1–P6 are listed in
Table 1.
As can be seen from
Table 1, LODs of elements for procedures P1–P5 were at the same level (0.050–6.5 ng mL
−1), or a little bit higher than those assessed using the procedure P6 (0.020–5.8 ng mL
−1). Exceptions were Cr, Fe, Mg, Sr, and Zn. For these elements, the highest LODs were obtained using procedure P1 (1.6–25 ng mL
−1). This was mostly due to higher values of the procedural blank attained for P1 as compared to those determined in remaining procedural blanks (P2–P6). Among all sample treatments, detectability of direct analysis (P6) was the lowest. This was applicable to all 12 elements determined by ICP OES. In contrast, differences in LODs between procedures were evident for the case when these values were established for the original sample (method LODs). In general, detectability of elements decreased in the following order: P6 > P2~P3 > P4~P5 > P1. It was mainly caused by dilution of original sample used in particular sample preparation procedures, i.e., four-fold (P1), ~2% (P2), ~11% (P3), 2-fold (P4, P5) and 0 (P6). Undoubtedly, the method of measuring LODs of elements should be taken into account as a large dilution of the original BS samples may lead to non-detection of low concentrated analytes in prepared sample solutions. In view of this, the procedure P6 (direct analysis) was shown to be favorable treatment, particularly for (ultra)trace analysis.
2.2.2. Effect of the Preparation Procedure on Reliability of Analytical Results
Subsequently, the suitability of non-digestive preparation procedures (P2–P6) of BSs prior to their multi-element analysis by ICP OES was verified. The effect of tested alternative sample preparation procedures on trueness of results of ICP OES analysis was examined in relation to their closeness to reference values, achieved using the procedure P1. Total concentrations of 12 elements (mean values along with standard deviations (SDs,
n = 3)) determined by ICP OES in differently prepared sample solutions of the BS9 were used. Initially, reliability of the reference procedure (P1) was verified by analyzing two CRMs, i.e., INCT-TL-1 (black tea leaves) and NCS-ZC73036 (green tea). It was established that determined concentrations of all elements well corresponded to certified values at the 95% confidence level (
p = 0.05), as shown using the Student
t-test [
17]. Accordingly, calculated values of this test (
tcalculated) for all elements were lower than the critical value (
tcritical) equal to 4.303. It confirmed that the chosen sample preparation procedure (P1) guarantied reliable results of multi-element ICP OES analysis and could be treated as the reference sample treatment.
Before comparing the mean concentrations of studied elements obtained with P2–P6 procedures with those obtained using the reference procedure (P1), the one-tailed Snedecor–Fisher
F-test with a critical value (
Fcritical) of 19.00 (
p = 0.05) was used to examine significant differences between SDs of these means [
17]. When calculated values of the
F-test (
Fcalculated) were lower than the
Fcritical value (
Fcalculated <
Fcritical), what indicated that precision of compared results was at the same level, the two-sample Student
t-test with a critical value (
tcritical) of 2.776 (
p = 0.05) was used [
17]. Otherwise, i.e., in case when
Fcalculated >
Fcritical, the Cochran–Cox
C-test was used with a critical value (
Ccritical) of 4.303 (
p = 0.05) [
17]. Results of multi-element analysis of the BS9 by ICP OES (total concentrations of 11 elements given as mean values) combined with different sample preparation procedures (P1–P6) are presented in
Table 2.
Table 3 presents
Fcalculated and |
tcalculated| values. Additionally, the precision of results (as %RSD) was calculated.
As can be seen from
Table 2, concentrations of As, Cd, Ni and Pb were below their respective LODs. Similarly, the reference procedure (P1) failed regarding Cr. It could be determined, however, only by using alternative sample preparation procedures (P2–P6). Such behavior was suspected, taking into account the (ultra)trace amount of Cr in the BS9 (~5 ng mL
−1) and the dilution factor (4-fold) applied in the procedure P1. This clearly pointed out the necessity for the evaluation of novel sample treatments, particularly for the determination of trace amounts of elements by spectrometric methods. Therefore, the verification of validity of results of element analysis of the BS9 by ICP OES combined with alternative sample preparation procedures (P2–P6) was limited to seven out 12 elements, i.e., Ca, Cu, Fe, Mg, Mn, Sr, and Zn (see
Table 3).
It was established that calculated values of the
F-test were lower than its critical value (
Fcalculated <
Fcritical), indicating that differences between SDs of results obtained using the reference procedure (P1) and alternative sample preparation procedures P2–P6 were insignificant. In these cases, the
t-test was used to test the significance of differences between mean concentrations of elements. Few exceptions were found, i.e.,
Fcalculated >
Fcritical, and included Ca, Mn and Zn (P3) and Mn (P2). In these cases, the
C-test was used, and calculated values of this test are listed in
Table 3 as well.
Considering RSDs (
Table 2), precision using the reference sample preparation procedure (P1) was within 0.68–4.2% with average of 3.2%. For other non-digestive procedures (P2–P6), RSDs (along with their average values in brackets) were as follows: P2: 0.64–3.6% (1.6%), P3: 0.28–11% (2.4%), P4: 1.5–16% (4.5%), P5: 0.78–14% (3.2%) and P6: 0.68–4.1% (1.9%). Comparing these results, it was stated that no treatment (direct analysis, P6) and acidification to 1% (
v/
v) with concentrated HNO
3 (P2) provided the best precision of results obtained for the studied elements.
Considering the trueness of results, it appeared that only direct analysis of the untreated BS9 samples (P6) gave mean concentrations of studied elements consisted with those obtained using the reference procedure (P1). Interestingly, in case of P2–P5 procedures, it was observed that mean concentrations of studied elements were lower than these determined with the procedure P1 and decreased with an increase in the concentration of HNO3 in prepared sample solutions. The following descending order of mean concentrations could be arranged: P6 > P4 > P2 > P5 > P3. Adequateness of direct analysis (P6) was proved by using F- and t-tests. According to these significance tests, direct analysis (P6) of BSs provided as precise and true results for all 7 elements as those obtained with the reference procedure (P1). Dilution of the BS9 with 2% (v/v) HNO3 (P4) resulted in trueness of a lower number of elements. Statistically insignificant differences between mean concentrations were established only for three (Mn, Sr and Zn) out of seven elements. Unfortunately, dilution of the BS9 with 10% (v/v) HNO3 (P5), as well as its acidification to 1% (v/v) (P2) and 5% (v/v) (P3) with concentrated HNO3, were found to be useless and could be responsible for biased results.
Additionally, the spike-and-recovery experiment with three different concentration levels was made for the BS9. In these experiments, both detectable elements (Ca, Cr, Cu, Fe, Mg, Mn, Sr, and Zn) and those with concentrations established previously below their LODs (namely As, Cd, Ni, and Pb) were considered. The level of additions depended on mean concentrations of elements determined in the BS9 (see
Table 2), and hence ranged from 0.10 to 0.50 µg mL
−1 (in final sample solution) for Ca, Fe, Mg, Mn, Sr, and Zn, and from 0.010 to 0.050 µg mL
−1 (in final sample solution) for As, Cd, Cr, Cu, Ni, and Pb. In the case of Ca and Mg, additions were made to appropriately diluted BS9 samples. Recoveries of added elements were calculated by analyzing unspiked and spiked BS9 samples. Results are given in
Table 4.
Obtained recovery values corresponded well with outcomes of the statistical analysis, i.e., t- and C-tests. Accordingly, results for the reference procedure (P1) and direct analysis of BS9 (P6) were reliable, i.e., quantitative recoveries of all elements were achieved, independently of the spike level. Recoveries were as follows: 96.9–109% (P1) and 98.0–104% (P6). Importantly, in case of direct analysis (P6), these results were the evidence of absence of any interfering effects coming from undecomposed sample matrix constituents of the BS9. This pointed out that direct analysis (P6) gave dependable results for all studied elements and could be alternatively used instead of the microwave-assisted wet digestion procedure (P1) before multi-element analysis of BSs by ICP OES. For other sample preparation procedures (P2–P5) recoveries of added elements were poorer, i.e., 92.0–129% (P2), 87.5–121% (P3), 82.9–124% (P4) and 76.6–116% (P5).
To sum up, considering the important validation parameters investigated here, particularly the trueness of mean concentrations of elements and their LODs, the direct analysis of bottled BSs (P6) was found to be the most advantageous prior to their multi-element analysis by ICP OES. Consequently, it was used for further studies related to the demonstration of the analytical application of this procedure.