Bilal Nehmeh‡
,
Fatima Haydous‡ and
Elias Akoury*
Department of Natural Sciences, School of Arts and Sciences, Lebanese American University, Beirut 1102-2801, Lebanon. E-mail: elias.akoury@lau.edu.lb
First published on 9th May 2023
Gas Chromatography-Electron Ionization-Mass Spectrometry (GC-EI-MS) is still the most routinely performed method for metabolite profiling as compared to other hyphenated techniques. But when it comes to identification of unknown compounds, information on the molecular weight is not readily available because the molecular ion is not always found with electron ionization (EI). Thus, the use of chemical ionization (CI) is envisaged that commonly produces the molecular ion; in combination with accurate mass measurement, this technique would further allow for calculation of sum formulas of those compounds. However, for proper accuracy of analysis, a mass calibrant is needed. We set out to find a commercially available reference material with mass peaks that would qualify the substance as mass calibrant under CI conditions. Six commercially available mass calibrants, FC 43, PFK, Ultramark 1621, Ultramark 3200F, Triton X-100, and PEG 1000, were tested under CI conditions to understand their fragmentation behavior. Our findings indicate that Ultramark 1621 and PFK best fit the expectations of a mass calibrant for HRMS analysis whereby PFK provided a fragmentation pattern similar to EI outcomes thus enabling the use of mass reference tables commonly provided within commercial mass spectrometers. On the other hand, Ultramark 1621 is a mixture of fluorinated phosphazines that shows stable fragment intensities.
In the field of metabolite/proteomics profiling, identification of molecules in biological matrices is performed with GCMS or LCMS by means of the features of standardized retention time indices and specific fragmentation after EI ionization.6–9 However, when it comes to identification of unknown components in a complex mixture, high-energy fragmentation during EI might be disadvantageous, since a molecular ion is often not produced and information on its molecular weight is not available.10 With unknown compounds, it would be difficult to decide about whether the highest m/z in the EI spectrum is the molecular ion or not. Therefore, during the identification of unknown compounds within a GCMS chromatogram of any complex mixture, the use of chemical ionization (CI) is envisaged as it commonly provides the molecular ion of small molecular weight compounds.11 This technique is a soft ionization method that allows the calculation of sum formulas for unknown compounds in combination with accurate mass measurement. CI is correlated with low energy ionization by positive or negative modes under a reagent gas (typically methane, isobutane, ammonia and hydrogen) and results in higher abundant molecular ions. Even though CI provides information about molecular weight for unknown species, the sample must be volatile which could hinder thermally unstable molecules.12,13
High resolution (HR) enables the determination of unknown compounds by identifying the elementary composition molecules or fragment ions.14 The simultaneous acquisition of reference and sample ions allows the precise calculation of their masses. For instance, HR measurements deliver high selectivity when applied on isobaric compounds that possess the same nominal mass but different accurate masses.15 In contrast to low resolution (LR) where only combined measurements and no specific quantification are possible, HR allows individual detection and a separate quantification after elimination of the chemical interference of the same nominal mass but different accurate mass.16 This increases substantially the signal-to-noise ratio but decreases sensitivity. In HRMS applications, a mass calibrant is required to adjust the accuracy of the instrument and hence is ideally a compound that produces ions covering the whole desired mass range with sufficiently small mass differences between one ionic species and the next.17 The analyte and calibrant should coexist in the ion source simultaneously where they are ionized concurrently to obtain full scan HR accurate mass data with sufficiently resolved peaks. A good calibrant displays a fragmentation pattern distributed over a large m/z region with a homogenous signal intensity which is well resolved from the analyte peaks. Notably, the ppm error in the mass assignment is proportional to the square of the mass difference between the calibration ions.17,18
An appropriate calibrant contains as few hetero atoms and isotopes as possible to facilitate the assignment of reference masses and minimize the occurrence of unresolved multiplets within the reference spectrum. An approximate upper mass limit should assist in the selection of the appropriate reference. A number of reference materials have been identified as potential calibrants for EI and CI-HRMS such as pefluorotributylamine (PFTBA or FC-43), perfluoro-5,8-dimethyl-3,6,9-trioxidodecane (PFDTD), perfluoro kerosene (PFK),19 Ultramark 1621/3200F,20 and polyethylene glycols (PEGs).21 PFTBA and PFDTD are both used to tune commercial spectrometers as they represent masses that are well separated and have zero defects. Although these calibrants offer advantages in negative ion mass calibration, however, both have low vapor pressures and no significant ions below 302 amu. PFK is a viscous molecule widely used for mass calibration under EI conditions but has a low ionization efficiency in CI mode. PFK is usually introduced into the ion source through the heated inlet and a dominant series of ions is produced corresponding to CnF2n−1, with other minor series of CnF2n−3, CnF2n−5 and CnF2n−7.22 Equally important, Ultramark is a mixture of fluorinated phosphazines applied in the calibration of various HRMS techniques. PFK calibrant comprises a series of intense peaks ranging from 700 to 1900 u at a consistent mass interval of less than 100 u. On the other hand, a higher range can be achieved by the use of Ultramark 3200F, a mixture of tris (perfluoro alkyl ethyl) silyl alkyl amines.19 Another recognized calibrant is the family of PEGs with the chemical composition (C2H4O)n·H2O and are most widely used in positive ion Fast Atom Bombardment (FAB)-HRMS.23 The mass spectrum of PEG displays a sequence of intense peaks with an interval of 44 u. interestingly, Triton X-100 is a particular PEG comprising a 4-(1,1,3,3-tetramethylbutyl)phenyl end chain functionality and is widely used as a calibrant for positive-ion ammonia CI-HRMS and positive-ion thermospray mass spectrometry.24 Triton X-100 is introduced to a crucible on the direct insertion probe due to its high viscosity and insufficient volatility. The mass spectrum of Triton X-100 displays an envelope of ions centered at m/z 500–600 and are evenly spaced by 44 u.24,25 Table 1 represents the major physical–chemical properties of the six calibrants that are center to this study.
Mixing of calibrants is a commonly practiced technique for achieving an appropriate fragmentation coverage over a wide m/z range.26 For instance, when a mixture of calibrants was combined with a glycerol matrix, the signal stability in a FAB MS application was dramatically enhanced, sample sputtering was reduced and source contamination minimized.27 The combination of PFK and Ultramark 1621 is equally important where PFK is beneficial for calibrating positive mode CI MS/MS up to m/z 1200 while Ultramark 1621 is more practical in applications above m/z 1000.28 this combination extends the mass range up to m/z 2000. Similarly, Fomblin is readily used in negative ion mode CI MS/MS applications up to m/z 1200;28 which is also extended to above 2000 when combined with Ultramark 1621.17
In our current study, we investigated six commercially available reference materials with known fragmentation peaks arising under CI conditions that would qualify these candidates as mass calibrants in accurate mass measurements. Two promising calibrants were intensively tested to achieve mass calibration on an HRMS double sector mass spectrometer under isobutane and methane CI conditions.
To investigate potential mass calibrants in accurate mass measurements, we first acquired mass spectra of the six calibrants in positive CI mode under isobutane (Fig. 1) and methane (ESI Fig. 1†) reactant gases. The overview of the six calibrants with methane looks similar to their behavior with isobutane. However, methane allows for broader fragmentation patterns. FC 43 shows poor fragment distribution even at low pressure and is not a promising calibrant for high CI-HRMS. On the other hand, PFK showed intense fragments upon introduction into the ion source. However, the intensity diminishes dramatically in short time preventing stable analytical conditions. Moreover, the use of PFK showed severe difficulties with pressure adjustment. For the remaining four calibrants, the probe temperature was an additional parameter to monitor. Being a composition of low and high boiling compounds, Ultramark 1621 fragments sufficiently at probe temperatures between 80 and 120 °C. At higher pressure, the fragments corresponding to the high m/z values are more intense however the overall intensities diminish at lower pressure. Remarkably, Ultramark 3200F shows proper fragmentation pattern at probe temperature of 170 °C but with a low overall intensity. The candidate Triton X-100 fragments poorly even at a probe temperature of 160 °C. Triton X-100 is rather volatile and its incorporation with GCMS would be problematic since a constant evaporation rate is required over the whole run to ensure stable ion intensities. On the other hand, the spectrum of PEG 1000 at a probe temperature of 180 °C represents a homogenous fragmentation pattern over the whole range of interest with the clear series of Δm = 44 amu. At higher probe temperatures, an increase in the intensities of the fragments in the high range is obvious, eventually caused by higher evaporation rates of the higher boiling components of the calibrant.
The statistical analysis of the calibrants ionization is represented in Table 2. Our analysis indicates that PFK, PEG 1000, and, particularly, Ultramark 1621 showed the preeminent results in terms of highest overall number of mass peaks in the bins, lowest RSD and lowest difference between average and median with respect to the relative signal intensities. However, the overall elemental composition of PEG 1000 is potentially problematic since it is expected to interfere with many organic analytes. On a side note, FC 43 was not considered further as a component in a potential mixture with the other calibrants since it does not fragment properly at higher pressure and does not show sufficient fragment mass peaks in the lower mass range. Among the tested compounds, only PFK and Ultramark 1621 provided the desired mass deficiency to avoid the overlap with typical organic formulas and hence were selected as the two most promising candidates for CI-HRMS analysis of unknown organic compounds.
FC 43 | PFK | Ultramark 1621 | Ultramark 3200F | Triton X-100 | PEG 1000 | |
---|---|---|---|---|---|---|
a After ionization with (a) isobutane and (b) methane, calibrants were evaluated as total data and as bin data using the relative intensities of relative signal intensity (average = Avg, standard deviation = SD, relative standard deviation = RSD). The bin data was obtained after collecting the relative intensities in sets of 50 amu m/z windows denominated as bin over the range 60 to 1000. | ||||||
(a) Ionization with isobutane at 150 °C | ||||||
Intensity (a.u.) | 2802000 | 200000 | 3700000 | 1200000 | 900000 | 543000 |
Average count (in bin) | 7 | 39 | 43 | 26 | 22 | 48 |
Average RSD per bin | 223.82 | 198.68 | 154.07 | 213.73 | 256.26 | 215.20 |
Average − Median | 2.22 | 0.76 | 0.42 | 1.04 | 0.63 | 1.64 |
(b) Ionization with methane at 150 °C | ||||||
Intensity (a.u.) | 5304000 | 100000 | 5400000 | 2700000 | 1000000 | 382000 |
Average count (in bin) | 11 | 28 | 48 | 26 | 35 | 47 |
Average RSD per bin | 179.60 | 202.76 | 202.84 | 319.43 | 220.58 | 175.24 |
Average − Median | 0.92 | 0.27 | 0.86 | 1.15 | 0.72 | 0.66 |
To better understand the significance of optimal parameters on the fragmentation of the candidates, the datasets were further analyzed using ANOVA. Besides dependencies between the parameters, ANOVA tests the statistical significance of the influence exhibited by the investigated parameter on the numerical variable acquired.29,30 This test simultaneously compares all means and reports whether there is variation in the means across a number of groups. The purpose of ANOVA was to determine whether differences in group means are significantly large after accounting for differences in the variances within groups. It compares differences between group means by decomposing the total variance in the data into within-group variance and between-group variance. If the between-group variance is sufficiently larger than the within-group variance, then the test concludes that there are differences between the means of the groups. By using two-factorial ANOVA with sample replication, the data contained in a spectrum is transformed to a characteristic value, representing the spectrum. We tested sum and average of the relative signal intensities of the fragments belonging to each spectrum obtained using a particular set of experimental parameters. Table 3 reports the ANOVA analysis calculated from the mean value to study the relation of three parameters: intensity (I), pressure (P) and accelerating voltage (E). Notably, F, Pvalue, and Fcritical values are three outcomes of the analysis where F is the ratio of variability between groups after variability treatment within groups due to random error. Pvalue is the probability of getting a small F value; and needs to be smaller than 0.05 to suggest a significant influence. When the value of F is significantly larger than the value of Fcritical then all the parameters are expected to be related. The outcome of the analysis (Table 3) indicates that there exists a significant influence of pressure P on the fragmentation pattern without any interactions between E, I and P. ANOVA analysis informs about the dependencies of the information to the parameters and concludes the most crucial parameter on the fragmentation pattern.
Pressure | Source of variation | SS | df | ms | F | Pvalue | Fcritical | |||
---|---|---|---|---|---|---|---|---|---|---|
1.0 × 10−5 | 1.0 × 10−4 | 2.0 × 10−4 | ||||||||
a The analysis outcomes are represented by F (the ratio of variability between groups after variability treatment within groups due to random error) Pvalue (the probability of getting a small F value i.e. <0.05 for significant influence) Fcritical (if F > Fcritical then all parameters are related).b SS = sum of squares; df = degrees of freedom; ms = mean squares. | ||||||||||
E = 100 | ||||||||||
I = 0.1 | 944.6384 | 374.9905 | 415.5355 | between groups | 516810.4 | 2 | 258405.2 | 73.87065 | 0.013356 | 19.00003 |
I = 0.2 | 1129.7551 | 413.9994 | 457.6039 | within groups | 6996.154 | 2 | 3498.077 | |||
E = 130 | ||||||||||
I = 0.1 | 1327.68 | 399.4625 | 496.1122 | between groups | 642581.2 | 2 | 321290.6 | 13.04184 | 0.071216 | 19.00003 |
I = 0.2 | 833.0489 | 331.0528 | 322.1264 | within groups | 49270.74 | 2 | 24635.37 | |||
I = 0.1 | ||||||||||
E = 100 | 944.6384 | 374.9905 | 415.5355 | between groups | 1184435.281 | 5 | 236887.056 | 8.865644 | 0.015878 | 5.050338 |
E = 130 | 1327.711 | 399.4855 | 496.1382 | within groups | 133598.326 | 5 | 26719.665 | |||
I = 0.2 | ||||||||||
E = 100 | 1129.718 | 413.9764 | 457.5809 | between groups | 1155966.39 | 2 | 577983.19 | 21.85991 | 0.001757 | 5.143249 |
E = 130 | 833.0489 | 331.0528 | 322.1264 | within groups | 158642.008 | 6 | 26440.334 |
A fundamental problem encountered with high resolution CI is a lack of suitable mass calibrants. The use of substituted 1,3,5-triazines as markers and a mixture of polydimethylsiloxanes (PMS) suitable for high resolution CI using methane and isobutane as reagent gases have been reported. The usual mass calibrants PFK, PFTBA, and Fomblin were reported to be unsatisfactory under ammonia CI conditions.28 The application of PMS and Triton-x 100 was limited for ammonia CI since the mixture generated primarily M-NH4+ adduct ions for each oligomer providing a calibration range of 268 < m/z < 1105. To establish the mass reference table for Ultramark 1621, we measured ESI-MS/MS spectra (data not shown) and assigned the fragments to the proper parent ions using collision-induced dissociation analysis. The molecular formulas of the observed fragments were interpreted as presented in Table 4. In order to facilitate formulation of sum formulas, we then measured four standards (ribose, kaempferol, 1,3,5-triphenyl benzene and pyrene) with CI-HRMS using PFK to check whether the mass accuracy obtained with CI is sufficiently small to use it for mass analysis (Fig. 2). Ribose was excluded due to low intensity of the molecular ion fragment and the masses of the three others were determined using PFK as an external and internal mass calibrant (Table 5). By comparison of the two calibration types, internal calibration shows at least a two-fold better accuracy as expected. However, even with external calibration, results were close to the desired mass tolerance of ±5 ppm and became obvious for higher m/z values that were tested using Ultramark 1621 (Table 5). The accuracy achieved for Ultramark 1621 fragmentations with external and internal PFK calibration was highly comparable and all calculated tolerances fell in the desired mass range.
Ultramark 1621 calculated reference fragments | |||
---|---|---|---|
Fragment | Exact mass | Fragment | Exact mass |
C42H18F72N3O6P3 | 2120.9259 | C14H13F20N3O5P3 | 775.5893 |
C30H19F48N3O6P3 | 1521.9720 | C13H16F16N3O5P3 | 691.0008 |
C24H19F36N3O6P3 | 1221.9912 | C12H18F12N3O6P3 | 621.0113 |
C22H19F32N3O6P3 | 1121.9976 | C11H16F12N3O5P3 | 591.0008 |
C20H19F28N3O6P3 | 1022.0041 | C10H12F12N3O4P3 | 558.2944 |
C19H19F27N3O6P3 | 991.0016 | C10H17F8N3O6P3 | 520.0064 |
C19H18F27N3O6P3 | 989.9938 | C9H15F8N3O5P3 | 489.3191 |
C18H19F24N3O6P3 | 922.0191 | C8H12F8N3O5P3 | 474.2957 |
C17H16F24N3O5P3 | 891.0008 | C8H12F8N3O4P3 | 458.3008 |
C16H13F24N3O5P3 | 875.5829 | C8H17F4N3O6P3 | 420.0128 |
C15H16F20N3O5P3 | 791.0008 | C7H15F4N3O5P3 | 389.2191 |
External calibrant PFK | Internal calibrant PFK | |||||||
---|---|---|---|---|---|---|---|---|
[M + H]+ | Most abundant peak | External calibration | ppm | [M + H]+ | Most abundant peak | External calibration | ppm | |
Kaempferol | C5H11O6 | 287.0550 | 287.0528 | 7.6 | C5H11O6 | 287.0550 | 287.0547 | 1 |
1,3,5-triphenyl benzene | C24H19 | 307.1418 | 307.1444 | 8.5 | C24H19 | 307.1418 | 307.1426 | 2.6 |
Pyrene | C16H11 | 203.0777 | 203.0786 | 4.4 | C16H11 | 203.0777 | 203.0772 | 2.5 |
External calibrant PFK | Internal calibrant PFK | |||||||
---|---|---|---|---|---|---|---|---|
Fragment | m/z | External calibration | ppm | Fragment | m/z | External calibration | ppm | |
Ultramark 1621 | C9H15F8N3O5P3 | 489.0019 | 489.0028 | 1.8 | C9H15F8N3O5P3 | 489.0019 | 489.0035 | 3.3 |
C12H18F12N3O6P3 | 621.0113 | 621.0142 | 4.3 | C12H18F12N3O6P3 | 621.0113 | 621.0153 | 6.4 | |
C18H19F24N3O6P3 | 922.0104 | 922.0124 | 2.7 | C18H19F24N3O6P3 | 922.0104 | 922.0143 | 4.2 |
Our current study has identified Ultramark 1621 and PFK as most prominent calibrants for positive mode CI-HRMS. The ultimate calibrant would provide stable analytical conditions for at least an hour of experiment, e.g. to facilitate one GC-CI-HRMS run. Unfortunately, with Ultramark 1621, one needs to consider that the mass range coverage by the calibrant changes by time. With GC, compounds are mainly separated by their boiling points which are in turn proportional to their molecular masses. Ideally, the aim is to cover the whole mass range at a defined probe temperature. Eventually for GC-CI-HRMS, we need to consider a mixture that offers a homogenous fragmentation over the whole mass range of interest for the whole analysis time.
Mass accuracy is highly dependent on many parameters such as resolving power, scan rate, scanning method, S/N ratio of the peaks, peak shapes, and overlap of isotope peaks at same nominal mass, mass difference between adjacent reference peaks as well as others. We expect lower accuracy in CI-HR then in the EI-HR since the resolution is inversely proportional to pressure, though this effect should be mainly restricted to the analyzer. We found that the accuracy of the analysis is absolutely comparable with EI results, so that the mass accuracy should not be critical when determining the exact masses of unknown peaks with CI in routine applications. However, under GC conditions, the mass accuracy needs to be checked, in particular in response to alterations of the scan rate. For structure elucidation, usually an accuracy of less than 5 ppm is required.
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3ra01977b |
‡ These authors contributed equally. |
This journal is © The Royal Society of Chemistry 2023 |