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Method optimization
Various experiments have been conducted to ensure the method is optimized, including a carryover assessment, optimization of probe desorption time, an internal standard assessment, a probe phase assessment, an assessment of linearity and repeatability, and calculation of the method detection limit.
Carryover assessment
We began our experiment with a probe desorption temperature of 250 °C. Calibration standards were prepared, as shown in Table 1. To assess carryover, we analyzed GSM and MIB standards at 20 ng/L and then proceeded with, in order, a run of the GC-MS parameters without injecting anything to the column (column blank), a desorption of the focusing trap without transferring anything from the injector (trap blank), a heating of the injector without inserting a probe (injector blank), and a desorption of the probe without prior sampling (probe blank). Less than 1% carryover was observed in the column blank, trap blank, and injector blank, but in the probe blank, carryover was at 9.35% and 3.77% for GSM and MIB, respectively (Table 2). Hence, we determined that there was a significant carryover of GSM on the PDMS probe under the conditions used.
Desorption time optimization
Having identified carryover on the PDMS probe, we sought to resolve this by adjusting the probe desorption temperature. A higher probe desorption temperature would be expected to increase the rate of analyte desorption from the probe such that desorption would be more complete by the end of the 15 min probe desorption time. However, a higher temperature could also promote analyte breakdown and, therefore, negatively affect sensitivity. Higher temperatures can also damage sorptive materials, so temperatures over 280 °C must be avoided. Carryover of GSM was significant at the 250 °C probe desorption temperature, but this reduced substantially to well below the 5% acceptability threshold when 270 °C was used instead (Figure 1). This improvement was achieved with no loss of sensitivity, with peak areas produced for the initial analysis being no smaller at 270 °C than for lower probe desorption temperatures (Figure 1). This indicates that any increase in analyte breakdown is negligible.
Use of internal standard
The compound 2-isopropyl-3-methoxypyrozine has been widely employed as an internal standard during the detection of GSM and MIB13. We compared the calculated concentrations of GSM and MIB with the known spiked concentrations, both with and without internal standard correction. Recovery without internal standard correction was poor, with calculated concentrations in 60% of the known spiked concentrations (Figure 2). In contrast, with internal standard correction applied, recovery was very good, in the region of 100%. Thus, we applied internal standard correction in all future analyses.
Phase selection
In SPME analyses, carbon wide range (CWR) and/or divinyl benzene (DVB) are often added to PDMS to improve sensitivity, but this increases cost. We sought to compare PDMS-only probes with triple-phase (DVB/CWR/PDMS) probes, considering that the increased phase volume of the probe is likely to improve sensitivity versus SPME fibers. Recovery data for PDMS and triple-phase probes (Figure 3) illustrate broadly similar performance between the two probe types, with recoveries slightly closer to 100% with the PDMS probes. Thus, given the slightly superior performance and reduced costs, we performed all future analyses with PDMS probes. It should be noted that since the probe collects analytes from the headspace and not via direct contact with the sample matrix, the kinetics of GSM / MIB partitioning to the phase material should not differ between water and fish samples.
Method validation
A calibration series covering six concentrations of analytes in water from 1 to 100 ng/L was analyzed (Figure 4). Excellent linearity was achieved, with r2 of 0.9999 for GSM and 0.9999 for MIB. The standard error of regression was 0.43 and 0.37 for GSM and MIB, respectively. This indicates that the method is suitable for quantitative analyses over the range assessed. We determined repeatability from eight replicates of laboratory standards containing GSM and MIB at 40 ng/L in water. RSD values were 6.3% for GSM and 4.8% for MIB, demonstrating remarkable reproducibility of results. These replicates were analyzed in three separate batches on different days, further demonstrating the precision of the method. Hence, HCSE with GC-MS analysis is a quantitative and reliable method.
Minimum detection limits (MDL)
The MDL was calculated as per the U.S. EPA protocol14 using spiked water (n=10) or spiked fish samples (n=11). The method for extraction and detection of GSM and MIB in water produced detection limits of 1.2 ng/L for GSM and 1.1 ng/L for MIB. These MDLs were far below the human odor threshold values of approximately 10 and 20 ng/L, respectively. Thus, the proposed method can confidently and quantitatively detect the accumulation of these odorous molecules before they reach human sensory thresholds. Detection limits for the extraction and detection of GSM and MIB from fish produced limits of 18.1 ng/kg for GSM and 13.6 ng/kg for MIB.
Analysis of water samples from aquaculture
We analyzed water samples taken from seven recirculating aquaculture systems, with five replicates (system 3) or three replicates (all other systems) assessed for each. All but one of the recirculating aquaculture systems analyzed contained geosmin and MIB at concentrations above our MDL (Figure 5), indicating a potential issue with water quality. However, we noted that in all cases, MIB was well below the human odor threshold of 20 ng/L, while only one system exceeded the GSM odor threshold of 10 ng/L (system 1, GSM concentration = 12.69 ng/L). While we did detect GSM and MIB in system 3, we note that the concentration for MIB falls below our calculated MDLs, and therefore, the concentration cannot be confidently quantified. The method demonstrated impressive precision across all systems despite the use of real-world water samples with very little variation in calculated concentration among replicate samples in each system (Figure 5).
Analysis of fish tissues
Fish tissue, rich in lipids, imparts a strong matrix effect that impedes extraction of GSM and MIB during this method. For that reason, subtle changes are made in the method to increase the extraction efficiency, including a higher incubation temperature (80 °C) and longer incubation time (20 min) compared to the water extraction method. Fish tissues were previously analyzed to determine background concentrations GSM and MIB. Those same samples were then spiked with a known amount of GSM and MIB and analyzed in triplicate to determine percent recovery and precision (Figure 6).

Figure 1: Effect of probe desorption temperature on carryover. (A) A laboratory standard containing GSM and MIB at 20 ng/L was analyzed at one of three probe desorption temperatures in triplicate, with mean peak areas. Each probe was subsequently desorbed twice more at the initial temperature to assess carryover with results in (B) (GSM) and (C) (MIB). Carryover is expressed as peak area as a percent of initial peak area. Error bars represent standard deviation across three replicates. Please click here to view a larger version of this figure.

Figure 2: Internal standard usage. Comparison of corrected versus uncorrected data recovery data for analytical standards at 15 or 40 ng/L, with extraction by PDMS probes only. Sample concentrations were corrected with the use of IPMP as an internal standard. Please click here to view a larger version of this figure.

Figure 3: Analyte recovery. Recovery data for analytical standards of GSM (left) and MIB (right) at 15 ng/L, with extraction by PDMS-only or triple-phase (PDMS, DVB, CWR) probes. Please click here to view a larger version of this figure.

Figure 4: Analytical calibration curves. Linear regressions of calibration curves for GSM (solid line, r2 of 0.9999; S=0.37) and MIB (dashed line, r2 of 0.9999; S=0.37). Please click here to view a larger version of this figure.

Figure 5: Aquaculture water application. Concentrations of (A) GSM and (B) MIB in water samples taken from seven aquaculture systems (n ≥ 3 for each system). Please click here to view a larger version of this figure.

Figure 6: Fish tissue application. Concentrations of GSM and MIB from two fish samples spiked with GSM and MIB (F1 and F2). Please click here to view a larger version of this figure.
| Solution name | Stock C1 volume added | Total volume | Resultant concentration |
| Stock C1 | 10ul | 100ml | 10 ug/ml |
| Cal 1 | 10 ul | 100 ml | 1 ng/L |
| Cal 2 | 20 ul | 100 ml | 2ng/L |
| Cal 5 | 50 ul | 100 ml | 5 ng/L |
| Cal 10 | 100 ul | 100 ml | 10 ng/L |
| Cal 20 | 200 ul | 100 ml | 20 ng/L |
| Cal 50 | 500 ul | 100 ml | 50 ng/L |
| Cal 100 | 1000 ul | 100 ml | 100 ng/L |
| Cal 200 | 2000 ul | 100ml | 200 ng/L |
Table 1: Calibration standards. Geosmin and 2-MIB standards all made from CRM47525 geosmin and 2-methylisoborneol solution (100 µg/mL) in methanol that was diluted into a stock solution C1 (10 µg/ml) in methanol.
| Analysis | Carryover (%) |
| GSM | MIB |
| GC Run | 0.04 | 0.08 |
| Trap desorption | 0.09 | 0 |
| Inlet desorption | 0 | 0 |
| Probe redesorption | 9.35 | 3.77 |
Table 2: Probe carryover assessment. Carryover following extraction, desorption, and GC-MS analysis of a laboratory standard containing GSM and MIB at 20 ng/L, with internal standard IPMP at 30 ng/L. Descriptions of analyses are given in 2.2.1.