Characterizing protein complexes using rapid isolations and MALDI mass spectrometry
In previous work, we observed that MALDI mass spectrometric configurations provide valuable tools for analyzing the composition of isolated protein complexes or larger assemblies [
1–
3,
24,
28]. To assess the performance of the MALDI LTQ Orbitrap for characterizing protein complexes, we selected as case studies two protein assemblies that have been previously analyzed using modular MALDI QqTOF and MALDI IT mass spectrometers—the yeast clathrin associated protein complex AP-2R, isolated via Apl1, and the yeast nuclear pore Nup84 subcomplex [
24]. We utilized
Saccharomyces cerevisiae yeast strains expressing endogenous levels of Nup84 or Apl1 tagged with protein A (PrA) or enhanced green fluorescent protein (EGFP), respectively. Following harvesting and cryogenic cell lysis, Apl1 and Nup84 complexes were isolated by one-step immunoaffinity purifications on magnetic beads coated with antibodies against the tag, as previously reported (
Supplementary Fig S1A) [
24]. Custom high-affinity anti-GFP antibodies were utilized for isolating Apl1-GFP and IgG for Nup84-PrA. Co-isolated proteins were resolved by 1-D gel electrophoresis, subjected to trypsin digestion and deposited onto MALDI targets. We utilized both commercially-available metal targets and electrically-conductive magnetic targets [
10], which can be made in-house using polyethylene film coated with indium tin oxide. Due to the elimination of the washing and reusing steps required for the common metal targets, the magnetic targets were amenable for sample preservation, and, therefore, valuable for targeted follow-up experiments. The use of magnetic targets was an economical alternative to the metal targets, especially when considering the numerous users and ongoing parallel experiments. While readily incorporated for manual and automatic MS and MS/MS analyses, these magnetic targets were not found to be optimal for performing instrument calibrations. One possible explanation for this observation is the requirement of a stable flow of ions during the calibration process. Factors such as differences in the crystallization process on the two different surfaces, spot-to-spot variations, and, occasionally, possible matrix depletion leading to the production of polymer ions from the plastic surface of the target, can affect the stability of ion production. Therefore, we utilized metal targets for the calibration and sensitivity assays, and magnetic targets for the analyses of samples derived from isolating protein complexes.
Resulting peptides were analyzed by MALDI MS and MS/MS analyses using a MALDI LTQ Orbitrap (
Supplementary Fig. S1B). The FTMS peptide fingerprint analyses, executed in the orbitrap, benefited from high accuracy and resolving power, while the LTQ offered speed and sensitivity of detection for MALDI LTQ CID MS/MS analyses (, , and
Supplementary Fig. S2). Examples of MALDI CID MS/MS spectra with detection at the linear trap or orbitrap levels are shown in
Supplementary Fig. S2. For the orbitrap detection, an increased number of scans (compared to the linear trap detection) were necessary to generate a product ion spectrum that could confidently confirm peptide identity. However, the accuracy and resolution provided by the orbitrap proved critical for resolving and detecting peptides in complex mixtures (as described in the following sections). The peptides of interest can also be investigated using two additional methods for ion fragmentation available on this configuration—PQD (pulsed Q dissociation) [
29–
31] and HCD (higher-energy C-trap dissociation) [
32]. While not the focus of this manuscript, these fragmentations were reported to be suitable for quantitative studies on the ES LTQ orbitrap configuration [
30,
31].
Apl1 and Nup84 candidate interacting partners were identified by database searching using the XProteo computer algorithm and verified manually for: precursor mass errors less than 4 ppm (according to our accuracy assessment, ), correct assignment of b and y ions, preferential cleavages at Asp, Glu and Pro residues, and MS/MS confirmation of a minimum of 2 peptides per protein candidate. Complete lists of identified proteins from the three isolations are given as
supplementary material (Supplementary Tables S3 and S4).
The clathrin adaptor complex AP-2R, which links clathrin to receptors on the membrane surface of a coated vesicle, is a heterotetramer composed of two large (Apl3 and Apl1), one medium (Apm4) and one small (Aps2) subunits. Our isolation of Apl1 resulted in the identification of all its previously reported interacting partners, Apl3, Apm4, Aps2 [
33,
34] and Ede1 [
24] (– and
Supplementary Table S3). The expression levels of the isolated proteins were estimated in the
S. cerevisiae GFP fusion protein localization database at approximately 1670 (Apl1), 1590 (Apl3), 1390 (Aps2), 3410 (Apm4) and 1380 (Ede1) molecules per haploid cell [
35]. Several additional proteins were co-isolated with Apl1, such as Fks1 (expression levels undetermined), which is known to be involved in cell wall remodeling [
36] and may indicate new avenues to pursue in further elucidating the molecular functions of Apl1. The specificity of the new binding partners, including Bmh2, a 14-3-3 protein reported to be involved in exocytosis and vesicle transport [
37], and Pma1, a Plasma membrane H
+-ATPase [
38], which are present at higher copy number per cell (47,600 and 1260,000, respectively), is still to be determined.
Representative MALDI LTQ Orbitrap MS and MALDI IT CID fragmentations of [M + H]
+ ions of peptides from proteins co-isolated with Apl1 are presented in and , illustrating the complementary merits of the orbitrap and linear trap. The detection of adjacent peaks was greatly assisted by the resolving power of the orbitrap, as we could readily assign peptides corresponding to Apl1, Apl3, Pma1 and GFP in a mixture (). As shown in , the MALDI CID fragmentation of singly-charged ions provided sufficient information for the conclusive identification of peptides corresponding to Apl1 interacting partners. We compared these results to our previous observations from equivalent Apl1 isolations (same sample amounts, magnetic beads and lysis buffer), using as a reference point the data reported from a MALDI-QqToF instrument [
24]. To keep the data interpretation consistent, we reanalyzed our results in a similar manner with our previous study, by using the ProFound search engine [
27] (). For the proteins identified in both isolations, this comparison indicated equivalent results in terms of protein sequence coverage. Several factors can contribute to this observation. First, the possible presence of false peptide assignments, as a consequence of the higher mass errors following Q-ToF analyses (allowed for in the database search to match the instrument performance), could erroneously inflate the sequence coverage. Second, given the equivalent sample amounts utilized for these isolations, the resulting peptides were expected to be present at similar levels. Therefore, unless peptide recognition was obstructed by the noise level or neighboring peaks in the Q-ToF experiments and aided by the resolving power and accuracy of the orbitrap (e.g. ), similar protein sequence coverage would be expected. Third, although these isolations were carried out under identical conditions (amount of cells and beads, lysis buffer), some experimental variations may still occur (e.g. during protein digestion). These factors may also in part account for the identification of the three proteins not observed in the Q-ToF experiment, Fsk1, Pma1 and Bmh2. Another observation from this comparison was that, as expected, the average absolute mass errors of the observed peptides were significantly improved in the MALDI LTQ Orbitrap MS analyses, which led to improved expectation values () and therefore, conclusive protein identifications.
| Table 1Equivalent Apl1-EGFP immunoisolations analyzed using MALDI LTQ Orbitrap or MALDI QqToF. |
As a second test, we selected another well characterized protein assembly and isolated PrA-tagged Nup84, present at endogenous level in yeast cells. The nuclear pore Nup84 subcomplex is an assembly of seven proteins [
39–
42], Nup133, Nup120, Nup145C, Nup85, Nup84, Seh1, and Sec13. These proteins constitute the outer rings of nuclear pore complexes [
1,
2], which are the gatekeepers of nucleo-cytoplasmic transport. The isolation of Nup84 yielded all the seven members of the Nup84 subcomplex [
1,
2] and several nuclear pore proteins that were previously identified in isolations of Nup84, such as Nup170, Nic96 [
43] and Nup188, Nup192, Nup59, Nup53, Nup57 and Nsp1 [
24]. We previously showed that this inter-subcomplex association with members of the Nup170 subcomplex, which is weaker than the intra-subcomplex interactions between the 7 members of the Nup84 subcomplex, is preserved by using short times of incubation with magnetic beads (e.g. 30 minutes or less) [
24]. Additionally, we found other members of the nuclear pore complex, including Nup49, Nup82 and Nup159. As demonstrated in a recent detailed study of the architecture of the nuclear pore complex [
1,
2], these proteins are present in subcomplexes neighboring the Nup84 subcomplex. illustrates the identified proteins isolated with Nup84-PrA, color coded according to their affiliated subcomplexes ( and
Supplementary Table S4) [
1,
2].
Supplementary Table S4 presents a complete list of the identified proteins, classified according to their affiliation to structural subunits of the nuclear pore complex, or proteins that we and others [
25,
44] have observed as common contaminants in isolations from yeast cell extracts. A direct comparison between results obtains from the MS analyses of the same samples using manual and automatic modes of acquisition demonstrated that these experiments can be carried out in a high-throughput manner (
Table S4). Similarly, MS/MS analyses performed in automated mode can benefit from the accurate selection of the peaks via a pre-scan of the ion population in the orbitrap. While these experiments provided promising results, we asked how these findings translate in terms of basic instrument performance and seek to characterize the resolving power and mass accuracy in the context of our routine analyses of isolated protein complexes. The ability to resolve and detect peptides within mixtures is critical when using mass fingerprinting for identifying or quantifying peptides and posttranslational modifications. This is equally true when studying isolated protein assemblies, where the complexity and stoichiometry of protein components can present challenges for their detection. Therefore, we asked what the distribution of the orbitrap resolving power over the full mass range is for analyzing mixtures of peptides present at various levels.
Dynamic range of resolution up to m/z 4000–While the MALDI LTQ Orbitrap XL allows spectra acquisition in the orbitrap at a maximum resolving power of 100,000 at
m/z 400, we routinely employ a resolution setting of 60,000 at
m/z 400 for peptide analysis as a compromise between scanning speed (0.9 sec per scan cycle) [
20] and resolving power. For high-throughput analyses, where scanning speed is critical, a lower resolution setting of 30,000 (0.5 sec per scan cycle) may be preferred. As the majority of the MALDI-generated singly-charged peptide ions that we select for protein characterization usually range between
m/z 600 and 4000, we performed the assessment of the resolution and its dynamic range over the full mass range (up to
m/z 4000). To render this information accurate for the analysis of isolated protein assemblies, we performed these measurements using samples from immunopurified Nup84 protein complex (). The measured resolution values were plotted as a function of
m/z and dynamic range, the colored heatmap indicating the relative peak intensities ( and
S3). The obtained data was divided into three categories according to peak intensity, and illustrated separately (). Several observations were made from these plots. First, in agreement with the prediction from the theoretical model [
16,
45], the experimental resolution values for these complex peptide mixtures were inversely proportional to the square root of
m/z (). Second, over the full
m/z 200–4,000 range, the vast majority of peaks had resolutions above 20,000 or 10,000 for resolution settings of 60,000 or 30,000 at
m/z 400, respectively. For example, at the setting of 60,000 at
m/z 400, peaks had resolutions above 40,000 at
m/z 1,000, above 30,000 at
m/z 2,000, and above 20,000 at
m/z 4,000. This enabled a clear determination of peptide isotopic distributions and separation of neighboring peaks in these peptide mixtures. Third, peaks of various intensities, ranging over 4 to 5 orders of magnitude, had resolutions that obey a similar trend (). This is consistent with the previously reported 3 orders of magnitude of dynamic range for accuracy for ions below
m/z 2000 [
46]. An alignment of the resolution pattern for the different peak intensities and examples of spectra are given as
supplementary material (Supplemental Fig. S3). Fourth, a few data points deviated from the curve. These seem to partially derive from spectra complexity (overlapping peaks) or background chemical noise.
Effects of external and internal calibrations on mass accuracy over the full m/z range
Internal calibrations (e.g. polycyclodimethylsiloxane and MRFA peptide) have been reported to improve the accuracy and reduce the calibration drift on the ES LTQ Orbitrap configuration [
19,
20]. MALDI mass spectrometers provide an innate ease for implementing internal calibrations due to the constant presence ions corresponding to matrix clusters and trypsin autolysis fragments [
43]. We tested external and internal calibrations for improved mass accuracy of measurements of peptides from the isolated Nup84 subcomplex. External calibrations were carried out using two peptide mixtures for the normal (less than
m/z 2000) and high (up to
m/z 4000) mass ranges. For internal calibration, well characterized trypsin autolysis peptides [
47] were used as lock masses. The use of a single lock mass proved sufficient for improved accuracy, as we illustrated for the
m/z 2211.104586 trypsin autolysis peak (). The mass errors of 109 MS/MS-confirmed peptides from proteins co-isolated with Nup84 (
Table S2), with
m/z values ranging from approximately 800 to 3700, were used to evaluate the resulting accuracy following external or internal calibrations. The absolute mass error was plotted against
m/z (). External calibration resulted in an average mass error and standard deviation of 1.02 ± 0.73 ppm, with nearly 90% (97/109) of measurements having <2 ppm mass errors and 10% falling within the range of 2 – 3.5 ppm. As previously reported for the ES LTQ Orbitrap [
20], we observed a long-term stability of mass measurements with external mass calibration, which remains stable within 3 ppm for 3 days (data not shown). Internal calibration using the trypsin autolysis peptide further improved accuracy, leading to a smaller average mass error and a tighter error distribution of 0.50 ± 0.54 ppm (p values < 0.001 and 0.01, respectively). Moreover, the distribution of mass error with external calibration was centered at 1 ppm (), implicating a small systematic error that may be caused by other factors, such as temperature instability [
19] and space charge effects [
48]. The ability to prevent space charge effects is challenging for MALDI experiments, where the shot-to-shot variation can drastically affect the ion yield [
49]. The automatic gain control (AGC), used for controlling ion flux, can reduce space charge effects and was reported to achieve the target range of number of charges for the majority (~ 95%) of data acquisitions [
15]. Our results indicated that the internal calibration can compensate for the systematic shift that may be caused by such factors, leading to a distribution of mass accuracy centered at 0 ppm. Although we haven’t tested other internal calibrants, matrix cluster ions may also be a suitable option [
47].
Sensitivity using DHB and CHCA matrices
The ability to detect and identify peptides present at various levels within complex mixtures relies on the sensitivity of the instrument. While the sensitivity provided by a ES LTQ Orbitrap configuration was reported at femtomol levels [
20,
50], the concentration of the utilized matrix sensitivity will be critical for achieving optimal sensitivity when using a MALDI mass spectrometer [
51,
52]. As the use of different matrices for MALDI MS and MS/MS analyses can be advantageous in accommodating various samples, we assessed the optimal concentrations of two matrices that we most commonly use for peptide analysis—CHCA and DHB. illustrates the reproducibility of the mass spectrometric signal detected from triplicate analyses of a serial dilution of 0.05 to 25 fmol Angiotensin II in different concentrations of CHCA or DHB matrices. Both matrices provided subfemtomol sensitivity when analyzing this single peptide, with a higher sensitivity of detection for decreased matrix concentrations. These matrix concentrations were optimized for the detection of a single peptide. The comprehensive characterization of complex peptide mixtures, such as those resulting from the isolation of protein complexes, requires longer acquisition times. For such studies, 2 mg/ml for CHCA and 20 mg/ml for DHB provide a balance between sensitivity and slower sample depletion.
| Table 2Effects of matrix type and concentration on sensitivity of orbitrap detection. |
We next inquired about the sensitivity of detecting phosphorylation sites, an important aspect of characterizing protein complexes and understanding biological processes. To render this information relevant for analyzing peptide mixtures, we selected a synthetic phosphorylated peptide and analyzed it using neutral loss scanning within mixtures of increased complexity. We analyzed a series dilution of the tyrosine phosphorylated SRC peptide RRLIEDAEpYAARG. Following analyses of the pure sample, the peptide was mixed with standard peptides (calibrants), tryptic peptides from BSA or the 100 kDa molecular weight marker to increase spectra complexity. MS
2 and MS
3 analyses were used to confirm the identity of the phosphorylated peptide (
Figure S4). It is noteworthy that the collision-induced dissociation of the phosphorylated SRC peptide, in contrast to the usual loss of the metaphosphoric acid (HPO
3, 80 Da) for pTyr-peptides, led to a more abundant [M + H − 98]+ ion (
Figure S4). A neutral loss of phosphoric acid (H
3PO
4, 98 Da) was previously reported for the same phosphotyrosine-containing SRC peptide and shown to be dependent on the presence of the arginine and aspartic acid residues [
53]. The proposed mechanism involved a transfer of the phosphate group from tyrosine to aspartic acid, with following cleavage of H
3PO
4 via succinimide formation [
53]. A recent study [
54] has investigated this interesting loss of H
3PO
4 from singly deprotonated phosphotyrosine-peptides during Q-ToF and IT CID, demonstrating that this elimination occurs from an intramolecular relocation of the pTyr phosphate, and not the consecutive losses of HPO
3 and water. Our MALDI CID MS
2 of the pTyr-peptide was consistent with these previous reports, as the loss of 98 Da was the most prominent fragment detected, the 80 Da loss being close to noise level. Therefore, we selected the ion corresponding to the neutral loss of 98 Da for assessing the sensitivity achieved using neutral loss scanning. Our results showed that this ion was detected following CID fragmentation of as low as 0.5 fmol of SRC peptide (). A limitation in implementing neutral ion scanning is the lengthy duration of analysis and, consequently, consumption of a large amount of sample. Therefore, as a general practice, when implementing neutral ion scanning in studies of other isolated protein complexes (where phosphorylation played important regulatory roles), we performed these analyses after the initial identification of the proteins present within those samples (data not shown).
| Table 3Sensitivity of detection of the phosphorylated RRLIEDAEpYAARG (pSRC) peptide using neutral loss scanning. |