Increasing evidence has implicated protein post-translational modifications (PTMs) in the regulation of protein function in health and disease.1−10 Although bottom-up proteomics offers high sensitivity, high throughput, and deep proteome coverage, it is suboptimal for the analysis of PTMs.11 Top-down mass spectrometry (MS)-based proteomics is arguably the most powerful method for the analysis of proteoforms,12 including those arising as a result of PTMs, genetic variations (e.g., polymorphisms and mutations), and alternative splicing of RNA transcripts.10,13−15 Consequently, there is significant interest in the top-down approach.10,13,14,16−19
Nevertheless, many challenges remain for top-down proteomics, including difficulty in separating intact pro-teins.10,20 Liquid chromatography (LC) with volatile mobile phases is the preferred method for the separation of complex mixtures because it affords online separation with direct coupling to a mass spectrometer and is amenable to automation, thus eliminating tedious fraction collection procedures and allowing for high-throughput analysis.21 However, the number of chromatography methods that are compatible with this arrangement is limited. Reverse-phase chromatography (RPC) is the most popular such meth-od.4,8,22−25 However, the conditions used in RPC denature many intact proteins, exposing numerous hydrophobic residues in the protein core.26−28 This can lead to peak broadening, low protein recovery, and failure to elute at all, with the severity depending on the RPC material used.26 Hydrophilic interaction chromatography (HILIC) has been utilized for direct coupling with MS, but HILIC can only be used to separate proteins that remain soluble in solutions containing high concentrations of organic solvent.29−31 Recent studies have demonstrated online coupling of either size exclusion chromatography (SEC) or ion exchange chromatography (IEC) with MS, using a volatile buffer containing ammonium acetate (NH4OAc).32,33 However, SEC is not yet a high-resolution method.20,34 While IEC is a high-resolution method, complex protein mixtures often require more than one dimension of fractionation.35 Therefore, there is a need for additional methods for online LC-MS that can provide high-resolution separation of a wide range of proteins with minimal denaturation.
Hydrophobic interaction chromatography36 (HIC) is a technique that separates proteins based on hydrophobicity but with complementary selectivity to RPC and with high resolution under nondenaturing conditions.35,37,38 The stationary phases used for HIC generally feature low-density and moderately hydrophobic ligands (propyl and phenyl) attached to a hydrophilic underlayer.37 Being a nondenaturing mode, HIC only interacts with a limited set of hydrophobic residues on the surface of a protein’s tertiary structure. Proteins then elute in order of increasing surface hydrophobicity, with high recovery and unusually high sensitivity to conformational variation.36 In HIC, a decreasing gradient of a salt high in the Hofmeister series36 is used, typically a sulfate, phosphate, or citrate. Such salts are not compatible with MS analysis. We recently reported that ammonium tartrate provides effective separation of intact proteins when used in HIC and minimizes protein adduction and MS signal suppression, compared to the common sulfate salts.35,38 Nevertheless, ammonium tartrate is not volatile and, thus, a desalting step is necessary prior to MS analysis of the HIC eluates. Ammonium acetate (NH4OAc), on the other hand, is volatile and features reduced nonspecific sodium adduction.39,40 Unfortunately, it provides inadequate protein retention when used with conventional HIC materials, such as PolyPROPYL A.38 Using a HIC column with pentyl ligands, Gooding et al. obtained adequate retention of proteins only with 4 M NH4OAc.40 Hence, we propose to increase the hydrophobic character of the HIC stationary phase to the point that proteins are retained and eluted using NH4OAc concentrations of 1 M or less, which is a range that has been previously demonstrated to be compatible with MS analysis.41 Accordingly, in this study, a series of more hydrophobic HIC materials were synthesized and characterized in search of a balance between retention and denaturation with a MS-compatible salt concentration. We have further demonstrated the feasibility of online HIC-MS for top-down proteomics using these new HIC materials.
Chemicals and Reagents. All reagents were acquired from Sigma−Aldrich, Inc. (St. Louis, MO, USA), unless noted otherwise. High-performance liquid chromatography (HPLC)-grade water, acetonitrile (ACN), and NH4OAc were purchased from Fisher Scientific (Fair Lawn, NJ, USA).
Sample Preparation. Standard protein samples (ribonu-clease A from bovine pancreas (RiA); cytochrome C from equine heart (Cyt); α-chymotrypsinogen A from bovine pancreas (ChA); lysozyme from chicken egg white (Lys); aprotinin from bovine lung (Apr); trypsinogen from bovine pancreas (Trp); β-lactoglobulin B from bovine milk (Lac)) were used without additional purification. HPLC-grade water was used to prepare protein standards at 10 mg/mL. Subsequent dilution using 1 M NH4OAc (at least three volumes per volume of protein solution) brought the final concentration to 0.1−0.5 mg/mL, unless noted otherwise. The six-protein mixture contained RiA, Apr, Trp, Lys, ChA, and Lac, in which each protein had a final concentration of 0.4 mg/mL, 0.1 mg/mL, 0.5 mg/mL, 0.1 mg/mL, 0.4 mg/mL, and 0.5 mg/ mL, respectively.
Escherichia coli (E. coli) cell pellet from the BL21 strain grown in-house was suspended in lysis buffer containing 50 mM HEPES, 150 mM NaCl, 0.1% NP-40, and 1× protease and phosphatase inhibitor cocktail tablets (Roche, Penzburg, Germany) with the ratio of pellet to buffer being 1:10 (mg/ L). The suspension was sonicated to lyse the cells, and was subsequently centrifuged at 10 400g, 4 °C for 20 min. The resulting lysate (supernatant) was centrifuged 5 times with 10 kDa ultracentrifugal filters at 4 °C for 5 min at 16 100g with 1 M NH4OAc. The supernatant solution containing soluble proteins from E. coli cell lysate was utilized directly for online HIC-MS analysis.
HIC Materials. In addition to the existing PolyPROPYL A and PolyBUTYL A materials,37 PolyPENTYL A, PolyHEXYL A, PolyHEPTYL A, PolyOCTYL A, PolyNONYL A, PolyDECYL A, and PolyHYDROXYDECYL A were synthesized at PolyLC, Inc. (Columbia, MD, USA). The resulting coatings are polyasparagines with functional side chains of various lengths, as indicated by the names. The stationary-phase materials were slurry-packed into 100 mm × 4.6 mm i.d. stainless steel columns for initial experiments with HPLC-UV, and 100 mm × 0.2 mm i.d. capillary columns for online HIC-MS analysis. Initial studies and optimization were performed using an Essence LC system from Scientific Systems, Inc. (State College, PA, USA). The flow rate was 1.0 mL/min, and UV absorbance detection limit was set at 280 nm.
HIC-MS. 100 mm × 0.2 mm i.d. PolyPENTYL A, PolyHEXYL A, and PolyHEPTYL A capillaries were used on a Bruker Nano-Advance HPLC system (Fremont, CA, USA). Mobile phase A (MPA) contained 1 M NH4OAc and mobile phase B (MPB) contained 20 mM NH4OAc (overall) in 50:50 water/ACN without any adjustment of pH. A 15 min linear gradient (from 100% MPA to 100% MPB), followed by 100% MPB for 5 min and 100% MPA for another 5 min, was used at a flow rate of 3.0 or 2.4 L/min. Two microliters (2 L) of sample were injected for all the HIC-MS runs. Samples eluted from HIC columns were electrosprayed into a MaXis Plus Q-TOF mass spectrometer (Bruker Daltonics, Bremen, Germany). End plate offset and capillary voltage were optimized at 500 and 4000 V, respectively. The nebulizer was set to 1.5 bar, and the dry gas flow rate was 4.0 L/min at 200 °C. Mass range was set to 200−2800 m/z initially and 100−6000 m/z for subsequence runs to see lower charge states. The quadruple low mass was set to 1600 m/z. All data were collected using Hystar 3.2 and otofControl 3.4 software (Bruker Daltonics). The total HIC-MS data run was 25 min per sample. All data were analyzed and chromatograms were smoothed using Compass DataAnalysis 4.3. Maximum Entropy was used as the deconvolution algorithm (resolution was set below 40 000).
Conventional HIC Columns with the Volatile Salt NH4OAc. The performance of NH4OAc was first evaluated with columns of the existing HIC materials PolyPROPYL A and PolyBUTYL A to estimate the concentration of NH4OAc necessary for retention and to assess the effect of ligand length. With PolyPROPYL A, a gradient starting with concentrations of NH4OAc ranging from 0.5 M to 1 M resulted in elution of RiA and ChA in the void volume (Figure 1a). ChA was slightly retained when starting with 2.5 M NH4OAc (Figure 1a); however, such a high salt concentration is impractical for online LC-MS analysis, since it could overwhelmingly suppress protein signals. With the slightly more hydrophobic PolyBUTYL A, retention and separation of RiA and ChA was improved but still inadequate (Figure 1b). Retention decreased between 2.5 M and 0.75 M of salt, as expected, but retention of ChA increased again with a salt concentration of 0.5 M. At this low salt concentration, the hydrophobic residues in the core may be exposed to the stationary phase,42 leading to increased retention and peak broadening. We speculated that a rather high initial salt concentration would be needed to preserve the tertiary structure.
Figure 1. Conventional HIC columns with NH4OAc. UV chromatograms of RiA and ChA mixture using (a) PolyPROPYL A and (b) PolyBUTYL A from the indicated concentration of NH4OAc to 20 mM NH4OAc over a 15 min gradient.
Characterization of a Series of New HIC Materials. We first tested solvent conditions for PolyPENTYL A (Figure 2a).
A typical HIC gradient from 2.5 M to 20 mM NH4OAc resulted in no elution of Lys, even after a subsequent gradient to 20 mM NH4OAc with 50% ACN (Figure 2a(i); an A -> B -> C solvent sequence). We next used a reverse-phase-type gradient, from 20 mM NH4OAc to 20 mM NH4OAc with 50% ACN (a B -> C solvent sequence), which also failed to elute Lys (Figure 2a(ii)). Elution of Lys was only observed in the 15 min time frame in a well-shaped peak when the organic solvent was introduced at the same time that the salt concentration was decreased (Figure 2a(iii); an A -> C solvent sequence). Therefore, with the new HIC materials some organic solvent seems to be required in any mobile phase used for a gradient for the elution of some proteins in a reasonable time frame. With a higher concentration of ACN in the final mobile phase, Lys eluted earlier, as expected (see Figure S1 in the Supporting Information). A comparison across all new HIC materials shows no appreciable increase in retention time of Lys in its native structure (Figure 2b). However, with the more hydrophobic materials, an increasing percentage of the Lys sample is seen in a broad and later-eluting peak, which probably corresponds to a denatured form. With a RiA and ChA mixture, retention increased significantly when going from PolyBUTYL A to PolyPENTYL A (Figure 2c); but retention times did not change significantly with a further increase in ligand length (Figure 2b). In addition, high concentrations of NH4OAc did not increase retention of these protein standards by the more hydrophobic materials in the series (Figure S2 in the Supporting Information). These properties are usually associated with RPC rather than conventional HIC. Our data imply that the function of a high salt concentration is most likely to preserve protein structure, since starting at low salt concentration resulted in partial or no elution. At least 0.75 M of NH4OAc was required for this with the standards RiA and ChA (see Figure S2).
As noted previously, with increasing hydrophobicity of the stationary phase, there is a tendency for some proteins to be denatured upon contact, despite the protective effect of the NH4OAc.43 Denaturation typically results in later elution or no elution at all. Our data indicate that susceptibility to this phenomenon varies with different proteins. Cyt eluted as a well-shaped peak from PolyPENTYL A but was retained much more strongly on PolyHEXYL A and PolyHEPTYL A (Figure S3 in the Supporting Information). Lys and RiA exhibited a similar trend starting with PolyOCTYL A, whereas ChA seems to have withstood contact, even with PolyDECYL A (Figure 2c). Thus, the choice of HIC material to use can vary, depending on the proteins. For example, an antibody-drug conjugate containing several molecules of a hydrophobic drug should probably be run on a less hydrophobic column (cf. PolyPENTYL A) than for a hydrophilic protein, such as cytochrome C. However, the mass spectra of these proteins suggest that the later elution does not necessarily reflect denaturation (Figure S4 in the Supporting Information). The performance of the PolyHY-DROXYDECYL A material was similar to that of PolyBUTYL A [data not shown], and it was not considered further.
Online HIC-MS of Standard Proteins. Based on these initial studies, to minimize denaturation and ensure adequate separation, we chose capillaries of PolyPENTYL A, Poly-HEXYL A, and PolyHEPTYL A, 100 mm × 0.2 mm, for online HIC-MS experiments. We first examined a single protein, Lys, in a 15 min gradient from 1 M NH4OAc to 20 mM NH4OAc containing 50% ACN. The base peak chromatogram featured a well-retained peak with minimal denaturation (Figure 3a). The average mass spectrum of the peak demonstrated the detection of Lys and the distribution of the charge states fell predominantly at low charge states (8+, 7+, and 6+), characteristic of a native mass spectrum of nondenatured
Figure 2. Characterization of the new HIC materials. (a) Lys with PolyPENTYL A in three different elution gradient sequences: (i) 10 min gradient from A (2.5 M NH4OAc) to B (20 mM NH4OAc), then 10 min of gradient from B to C (20 mM NH4OAc with 50% ACN), followed by 5 min isocratic elution with C; (ii) 10 min gradient from B to C, followed by 5 min isocratic elution with C; and (iii) 10 min gradient from A to C, followed by 5 min elution with C. (b) Lys and (c) RiA and ChA mixture with different HIC columns; 1 M NH4OAc to 20 mM NH4OAc with 50% ACN over a 15 min gradient. Detection limit: 280 nm.
Figure 3. Feasibility of online HIC-MS of a single protein for qualitative and quantative analysis: (a) base peak chromatogram of 2 μL of 0.06 mg/mL Lys; (b) overlaid HIC-MS chromatograms of serially diluted Lys in different concentrations; and (c) working curve of serially diluted Lys with a PolyHEPTYL A capillary running from 1 M NH4OAc to 20 mM NH4OAc with 50% ACN in a 15 min gradient followed by 20 mM NH4OAc with 50% ACN for 5 min at 3 μL/min. Inset in panel (a) shows the mass spectrum of Lys and the zoom-in spectrum of the highlighted charge state.
proteins.41,44 The zoom-in mass spectrum of highlighted charge state 8+ showed the high-resolution isotopomer envelope of Lys and minimal adduction of Na+. This result demonstrates the feasibility of the online HIC-MS method and the minimization of denaturation. Subsequently, we subjected the Lys sample to serial dilution and assessed reproducibility and quantitation of HIC-MS. The area under the peak of each chromatogram in all runs was plotted against the corresponding Lys concentration. Overlaid chromatograms exhibited consistent retention time (Figure 3b), and the coefficient of determination (R2) of the working curve in regression analysis, 99.9%, which demonstrated that HIC-MS can be used for protein quantitation (Figure 3c).
The practicality of this online HIC-MS method was further established with a mixture of six protein standards: RiA, Apr, Trp, Lys, ChA, and Lac. The six-protein standards were well-separated in clean peaks with a PolyHEPTYL A capillary (Figure 4). Comparison of the overlaid HIC-MS chromatograms of individual standard proteins (Figure 4a) and the HIC-MS chromatogram of the six-protein mixture (Figure 4b) confirmed the identities of the peaks as well as the consistency of their retention times. The mass spectrum of each protein possessed a distinctive low charge state pattern with minimal adduction, typical of native MS.41,44 They were deconvoluted to calculate the theoretical intact masses as shown (Figure 4c). A comparison of PolyPENTYL A, PolyHEXYL A, and PolyHEPTYL A using the same six-protein mixture confirmed the earlier observation that the ligand length of the new HIC materials does not affect retention time significantly for most of these standards, but Lac proved to be an exception (Figure S5 in the Supporting Information).
Notably, the standard Apr eluted in two separate peaks from PolyHEPTYL A. The earlier-eluting one was likely to be an oxidized form of Apr, because the species from the two peaks had a 15.98 Da mass difference after deconvolution (Figure 5). This well-exemplified that HIC is sensitive to small conformational variations.45,46 While the HIC-MS data confirm the
Figure 4. HIC-MS run of a six-protein mixture on PolyHEPTYL A at 2.4 μL/min (gradient as described in Figure 3): (a) overlaid HIC-MS base peak chromatograms of individual proteins, (b) base peak chromatogram of a six-protein mixture, and (c) charge-state pattern and isotopic resolution of each protein on a chromatographic time scale.
significantly later elution of Cyt from PolyHEPTYL A than from PolyPENTYL A, the mass spectra exhibited the same charge-state distribution (Figure S4). This suggests that Cyt elutes from both materials predominantly in its native conformation. In addition, we have demonstrated orthogonal selectivity between HIC-MS and RPC-MS using the six-protein mixture. The eluting order from RPC-MS (Apr, Lys, RiA, Trp, ChA, Lac) differs from what we observed in HIC-MS (RiA Apr, Trp, Lys, ChA, Lac) (Figure S6 in the Supporting Information).
Figure 5. HIC-MS analysis of Apr showing chromatographically separated proteoforms differing by minor modifications. Base peak chromatogram of Apr on PolyHEPTYL A has the same chromatographic conditions as described in Figure 4. Inset shows the mass spectra of two peaks (i and ii) of Apr and the deconvoluted spectrum showing a 15.98 Da difference.
Figure 6. HIC-MS run of E. coli cell lysate sample on PolyHEXYL A. Representative mass spectra are shown: (a) TIC (10-fold zoom-in) of E. coli lysate by HIC separation with conditions as described in Figure 4, and (b−e) average spectra and deconvoluted spectra from respective color-coded charge states from 9.4−9.8 min (panel b), 10.0−10.4 min (panel c), 16.0−16.2 min (panel d), and 17.0−17.3 min (panel e).
Online HIC-MS on E. coli Lysate. We further evaluated online HIC-MS with a complex E. coli cell lysate. Figure 6a shows the 10-fold magnified total ion chromatogram (TIC) of HIC-MS of the lysate, in which the most hydrophilic proteins eluted immediately in a broad peak (2.5−5 min). The overall pattern of the TIC resembles the HIC UV chromatogram of E. coli lysate using ammonium tartrate and a PolyPROPYL A column, as published previously.38 Representative mass spectra (Figures 6b−e) display proteins in lower and fewer charge states with color-coded charge-state clusters, in contrast with denaturing conditions. Using only a single dimension of LC separation, coelution of some proteins is inevitable (Figure 6c and 6d) and, therefore, fractionation and multidimensional separation are often employed.35 Here, for proof-of-concept purposes, we used only one-dimension HIC-MS to demonstrate the online feasibility, even with a complex cell lysate. Moreover, since the spectra contain fewer charge states than under denaturing conditions, the MS analysis becomes less complex. For larger-size proteins under denaturing conditions, higher charge states fall into a low m/z range, in which the distance between each charge state becomes narrow. This hinders deconvolution of the charge states at low intensity and with limited resolution. In contrast, nondenaturing conditions typically result in lower charge distribution of protein ions and a shift to a higher m/z range, which enables easier assignment of the charge states for deconvolution (Figure 6c).Representative data for proteins ranging from 7.3 kDa to 206 kDa are shown in the insets of Figures 6b−e.
In this study, we have synthesized a new series of unusually hydrophobic HIC materials and demonstrated their successful online implementation of HIC-MS with NH4OAc as the salt. Moreover, we have demonstrated the qualitative and quantitative potential of this HIC-MS method. HIC was known to be an orthogonal method that complements other separation techniques,35,38 and we have also demonstrated the orthogonal selectivity between the new HIC materials and RPC (Figure S6 in the Supporting Information). The unique advantages of conventional HIC, including its nondenaturing character and remarkable sensitivity to structure variance, were retained online with the new HIC materials (Figure 5), expanding the online LC-MS toolbox for top-down proteomics and providing additional multidimensional options. The mass spectra of HIC-MS feature low charge-state distribution, implying retention of native protein structures under these conditions. As demonstrated, this HIC-MS method provides alternative high-resolution approach with minimal denaturation for cases where nondenaturing condition is preferred or cases where proteins cannot be eluted from RPC.
HIC is generally considered to be a nondenaturing mode of chromatography. However, a search of the literature discloses that this property is not absolute.42,47 The degree of protein denaturation is directly proportional to the time of contact with the hydrophobic stationary phase and inversely proportional to the starting concentration of salt in the mobile phase.47 The same observations pertain to proteins on reverse-phase surfaces.42 Success in HIC-MS, then, requires separation and elution of the proteins faster than the kinetics of denaturation using a volatile solvent. That seems to have been accomplished with these new hydrophobic HIC materials, provided that any solvent used for a gradient from starting conditions be one that suffices for elution. That probably means one that contains some organic solvent, since a gradient to a low-salt buffer without organic solvent might lead to denaturation of proteins caused by prolonged contact with the hydrophobic ligands without the structure-protecting effect of the high initial salt concentration. As a result, proteins can fail to elute (Figure 2a). The PolyPENTYL A, PolyHEXYL A, and PolyHEPTYL A materials introduced here appear to afford kinetics of elution that are faster than those of denaturation for most proteins using MS-compatible mobile phases. The involvement of a high salt concentration also seems to further protect the tertiary structure from denaturation, but the ability of the salt to promote retention and protect structure do not necessarily correlate.42 In effect, at least from the observed mass spectra, proteins were in low charge states, indicating predominantly native structures (see Figures 4 and 6).
With the MS-compatible salt NH4OAc and the presence of organic solvent in the final mobile phase, the operating mechanisms of the new materials remain incompletely understood and require further investigation. In conventional HIC, retention is strongly affected by ligand length and salt concentration. That was true here of Cyt and Lac but much less so for the other protein standards with materials more hydrophobic than PolyBUTYL A, which is a behavior that is more characteristic of RPC. An interesting calorimetric study by Lin et al. suggests that retention of some protein standards by CM-butyl-Sepharose in 4 M NaCl is an adsorption process while retention on CM-octyl-Sepharose involves both adsorption and partitioning.48 Lin et al. saw the same trend with an increase in ligand density.49 An observation more relevant to this study is that retention of isomorphs of apolipoprotein E were the same on columns with ethyl and propyl ligands.37 These apolipoproteins lack a well-defined tertiary structure, and so any hydrophobic domains in the proteins that are accessible to a propyl ligand are also available to an ethyl ligand. With proteins that do have well-defined tertiary structures, access to sequestered hydrophobic domains seems to increase with ligand length up to the pentyl ligand. At that point, every hydrophobic domain of some proteins is accessible and, therefore, retention no longer increases significantly with the length of the ligands. This provides a possible explanation for the phenomenon that we previously observed. In the absence of a more-detailed study of the mechanism, we tentatively call our conditions an HIC-RPC hybrid.
Here, we have reported the development of new hydrophobic interaction chromatography (HIC) materials for online hydrophobic interaction chromatography−mass spectroscopy (HIC-MS) analysis of intact proteins. For the first time, HIC and MS were directly coupled in an online fashion, using volatile NH4OAc as the salt in the mobile phase. The standards examined eluted cleanly in well-shaped peaks, and the mass spectra of the proteins eluted from HIC resembled those of native mass spectra, implying minimal denaturation. Furthermore, we have demonstrated the use of HIC-MS for online separation and analysis of a complex cell lysate. This new HIC has some aspects of both reverse-phase chromatography (RPC) and conventional HIC: Although it requires some organic solvent for elution, the salt in the mobile phase minimizes denaturation of proteins. Rather than promoting retention, the function of the salt primarily serves to protect the tertiary structure of the protein. Implementation of this method allows separation of proteins under generally nondenaturing conditions and adds options for multidimensional liquid chromatography (LC). This LC-MS combination could potentially be applied to the study of antibody−drug conjugates and larger macromolecular protein complexes in the future.
The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acs.anal-chem.5b04285.
Additional information as noted in the text. Effect of ACN percentage in mobile phase B on the new HIC materials (Figure S1). Effect of initial salt concentration on the new HIC materials (Figure S2). Comparison of Cyt on PolyPENTYL A, PolyHEXYL A, and Poly-HEPTYL A (Figure S3). HIC-MS comparison of Cyt on PolyHEPTYL A and PolyPENTYL A (Figure S4). HIC-MS comparison of the six-protein mixture on Poly-HEPTYL A, PolyHEXYL A, and PolyPENTYL A (Figure S5). Orthogonality between HIC-MS and RPC-MS (Figure S6) (PDF)
*Tel.: 410-992-5400. Fax: 410-730-8340. E-mail: email@example.com (A. Alpert).
*Address: 1300 University Ave., SMI 130, Madison, WI 53706, USA. Tel.: 608-263-9212. Fax: 608-265-5512. E-mail: firstname.lastname@example.org (Y. Ge).
The authors declare no competing financial interest.
We thank Zachery Gregorich, Ziqing Lin, Tania Guardado, and Zhijie Wu for critical reading of the manuscript, Deyang Yu for growing E. coli cells, and Nathan Miklos for technical assistance with the chromatography. We also thank Jeremy Wolff, Lori Ann Upton, Allan Martinez, Mark Marispini, and Vladimir Ondruska at Bruker for technical assistance. We would like to acknowledge NIH Grant Nos. R01HL096971, R01HL109810, R01GM11705, and S10OD01847 (to Y.G.).
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