the quest for highly effective resolution: therapeutic protein … · 2018-01-24 · the global...
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THE QUEST FOR HIGHLY EFFECTIVE RESOLUTION: THERAPEUTIC PROTEIN CHARACTERIZATION VIA SEPARATIONS-COUPLED NATIVE MS
INTRODUCTIONThe biopharmaceutical industry has grown tremendously in less than four
decades. The first commercial biologic therapeutic, the recombinantly expressed
human insulin Humulin, made by Eli Lilly & Co. and Genentech, was launched in
1982. Today, biologics dominate annual blockbuster drug sales lists, and by 2020
the global market is expected to exceed $300 billion.1 New types of biologically
derived molecular therapies are now being developed at an unprecedented rate.
The rapid growth of biologic drugs has been underpinned by several significant
advancements in the analytical instruments used to characterize them. The
biopharmaceutical industry depends on these tools to speed up drug discovery
and development and to ensure new medicines meet increasing demands for
safety and efficacy.
An analytical platform that combines a separation technique such as liquid
chromatography or capillary electrophoresis (CE), interfaced with mass spectrometry,
is the main way new biologics are characterized. Modern therapeutic protein
characterization is usually accomplished using multiple MS-based workflows. Each
workflow offers a unique perspective to identify and measure certain molecular
features of the drug. Researchers can take the complementary data from this suite of
workflows to construct detailed models of highly complex proteins.
The principal characterization workflow, intact mass analysis, uses an MS system
to measure the mass of the whole, intact biologic. Ideally, intact mass analysis
minimally perturbs the drug substance and therefore offers a quantitative bird’s-
eye view of the different protein isoforms that compose a product. As samples
become heterogeneous, however, intact mass data quality suffers tremendously.
To keep pace with current and future analytical challenges, platform peak
capacity—defined here as the capacity of an entire analytical platform to separate
peaks and identify individual protein isoforms—must be maximized through
conscientious optimization. Several new methods for intact protein analysis have
recently been developed that improve platform peak capacity. These methods,
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THE QUEST FOR HIGHLY EFFECTIVE RESOLUTION: THERAPEUTIC PROTEIN CHARACTERIZATION VIA SEPARATIONS-COUPLED NATIVE MS
covered in detail below, include using MS methods and hardware capable of high
effective resolution, adopting native MS techniques for high spectral separation,
and coupling solution separations directly to MS.
AVOIDING UNNECESSARY COMPLEXITIES While the measured mass is the primary piece of information used to identify a
protein isoform, mass accuracy—the closeness of a measured mass to that of a
hypothesized theoretical mass—represents the confidence of that identification.
The success of an intact mass workflow depends on its ability to resolve individual
isoforms to attain highly accurate mass measurements.
Analytical platforms are usually discussed in terms of the theoretical resolution
achievable by each subsystem (such as LC, CE, and MS); however, it is the actual
measured—or effective—resolution that determines the analytical performance.
In mass spectrometry, resolution is defined by the International Union of Pure and
Applied Chemistry as M/∆M, where ‘M’ is the measured mass-to-charge (m/z)
ratio of an ion and ‘∆M’ is the minimum separation (m/z) between two adjacent
peaks which can be possible in a given spectrum. Although it might be possible
to emulate a system’s theoretical resolution using surrogate small-molecule
standards such as cesium iodide, the measured resolution of an intact protein raw
mass spectrum is often significantly lower than the theoretical value.
Several factors, impacting various points of the workflow, can contribute to
MS peak broadening and reduced effective mass resolution compared to a
platform’s theoretical performance. Modern MS instruments incorporate two
basic components: an ionization source to convert solution-phase proteins into
gas-phase ions and a mass analyzer to separate and detect ions according to mass
versus charge.2 Detailed characterization is typically performed using electrospray
ionization (ESI) coupled directly to a mass analyzer such as time of flight (TOF),
Orbitrap, or Fourier transform ion cyclotron resonance (FTICR). On the vast
majority of available instruments, analysts use ESI MS systems to determine an
average mass to characterize large intact proteins such as monoclonal antibodies
(mAbs). In such an experiment the MS resolution is sufficient to resolve different
charge states but not the individual isotopes which make up each charge state.
For an intact mAb, the “natural” peak width caused by the isotope distribution is
approximately 25 Daltons (figure 1).3
Figure 1. Zhang et al. simulated MS peak width of a mAb (M + H)+ ion using increasing resolution (R = M/ΔM). A resolution of 20,000 produces a peak width that is a very close fit of the natural peak width shown at 200,000 in which individual isotopes are clearly resolved. Figure was reproduced from Zhang et al., 2008 with permission from John Wiley and Sons.3
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Since biological samples always exhibit some degree of heterogeneity, broad
MS peaks can be, and often are, a reflection of the sample itself. As the role
of the analyst is to measure the existing heterogeneity of a sample, sample
heterogeneity is not an aspect that analysts can usually control; however,
minimizing artifact species is quite helpful in producing high effective MS
resolution. Sample degradation due to pH- or temperature-related stress
can lead to the addition of several possible low-mass posttranslational
modifications (PTMs), such as deamidation (+ 1 Da), disulfide cleavage (+ 2
Da), and oxidation (+ 16 Da). Many artificial PTMs result in mass changes that
are either less or approximately equal to the natural peak width value, which
may be at best only partially resolvable by MS alone. The increased presence
of near-isobaric isoforms resulting from low-mass PTMs will increase the
apparent width of an MS peak.
Desalting is a major prerequisite for MS analysis of intact proteins by ESI MS and
often presents an opportunity for workflow optimization. The ESI process allows
proteins to transition from being in solution in the liquid phase to becoming
ions in the gas phase for MS detection. By aerosolizing protein solutions from
a metal needle with a high applied voltage in a heated environment, proteins
immersed within the shrinking droplets are coaxed into becoming individual
protein ions. High concentrations of nonvolatile salt during the ESI process will
suppress or altogether eliminate the ionization of proteins. Low concentrations
of nonvolatile salt during ESI can often generate interpretable data but will
reflect strongly bound noncovalent salt adducts on proteins. Both sodium (+
22 Da) and potassium (+ 38 Da) are common metals that often form low-mass
adducts which approximate the natural peak width of a mAb and thereby
broaden MS peaks of large intact proteins such as mAbs.
Similar to desalting, poor desolvation of protein ions can diminish effective
resolution and cause MS peak broadening. During ESI and throughout the
ion transmission process, protein ions must undergo complete desolvation
to disrupt weak interactions of nonspecifically bound molecules that will
otherwise result in apparent MS peak broadening. In this case, water (+ 18 Da)
or other common mobile-phase components, such as acetonitrile (+ 41 Da) and
formic acid (+ 46 Da), can act in a similar manner to the examples noted above
in which low-mass chemical artifacts approximate a protein natural peak width.
ESI mass spectrometers should be tuned to apply a modest amount of in-source
collisional dissociation for protein analysis to sufficiently address the issue of
desolvation without applying so much energy as to cause proteins to fragment.
EFFECTIVE RESOLUTION CURRENTLY DRIVING MS HARDWARE EVOLUTIONOver the past 30 years, the ionization methods and mass analyzers that analysts
prefer have evolved to meet the needs of the biopharmaceutical industry. ESI
TOF MS has historically been the most frequently used platform for intact mass
analysis. ESI TOF MS has been proved to effectively scan across a broad mass
range and is capable of measuring even very large, MDa-scale compounds.
Resolution is commonly understood to remain constant across the mass-to-
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charge ratio (m/z) range with TOF MS systems. However, TOF MS has some
drawbacks. Aberrant behaviors of protein ions are known to cause artificial
broadening of MS peaks. In these cases, the resulting effective resolution is
significantly inferior to the theoretical isotopic peak width or that observed
for single charged calibration ions used to set resolution specifications for the
instrument. For intact proteins specifically, sources of artificial peak broadening
within TOF instrumentation have been identified and attributed to mass-
dependent variations of the initial kinetic energies of protein ions within the
source region and collision cross section dependencies occurring in the drift
tube.4,5 Both issues impart Gaussian-like distributions on the time of arrival of
ions in TOF systems and manifest as MS peak broadening.
As a result, increasing numbers of analysts are shifting to new mass analyzer
technologies. The mass-dependent effective resolution limitations of TOF MS
are avoided with FT MS (Orbitrap and FTICR) detectors. Mass analysis in this
case involves directly measuring the frequencies of ions oscillating within
a trapping device so as to interpret m/z. FT MS theoretical mass resolution
decreases with increasing m/z. Unlike TOF, FT MS systems produce intact
protein MS peak widths that match the expected widths calculated based on
the resolution settings used and natural isotopic peak width (figure 2).6 Mass
resolution of FT MS systems is not affected by the molecular weight of ions but
rather only by their m/z.
Orbitrap MS has become a popular choice for therapeutic protein
characterization. Orbitrap MS was originally optimized for small molecules and
tryptic peptides and, for several years, was not a viable choice for intact protein
Figure 2. Raw data of a single charge state of a mAb acquired on TOF and Orbitrap platforms. Peak widths were expressed in “Thomsons” (Th) which also represent m/z ratio. Two different Orbitrap resolution settings (transient lengths) indicate that there are multiple isobaric species that are not resolved using TOF MS. A high Orbitrap resolution setting, which utilizes a long transient (t = 256 milliseconds), yielded an ion peak width that is nearly identical to the ‘natural’ (“isotopic”) theoretical peak width. Figure was reproduced from Thompson et al., 2014 with permission from Taylor & Francis.6
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characterization. It left only FTICR as a legitimate alternative to TOF MS. FTICR MS
systems have historically offered very high performance, but these instruments
are not often used in the biopharmaceutical industry because of their high price
tag and maintenance costs. Orbitrap MS systems offer FT MS high-resolution
data at significantly lower cost and require less physical laboratory space. Newer-
generation systems have been purpose built for measuring intact proteins.7
Orbitrap MS is now a compelling alternative to high-end TOF MS systems for
intact mass analysis capable of high effective resolution.6,8–11 Reports over the
past five years have demonstrated state-of-the-art intact protein analysis using a
variety of experimental conditions coupled to ESI Orbitrap MS.
NATIVE MS KEEPS IT SIMPLENative MS, an analytical technique designed to minimally perturb protein
structure and preserve noncovalent interactions, is another option for
improving intact protein analysis. Native MS is performed using mobile phases
that mimic aqueous physiological conditions.12 Native MS solutions typically
include highly pure volatile salts (such as ammonium acetate) limited to low
or moderate concentrations to maintain ESI sensitivity.13 Preserving protein
quaternary structure is a requirement for some types of biotherapeutics to
assess characteristics that are otherwise not possible in denaturing conditions
such as reversed-phase (RP) LC/MS. Notable examples are determination of the
stoichiometry of protein-ligand complexes as well as drug-to-antibody ratio
(DAR) of noncovalently associated subunits in cysteine-linked antibody-drug
conjugates (ADCs).14,15
Native MS can have many advantages for protein analysis. As isoform mixtures
become more heterogeneous and span a greater mass range, there is an
increased likelihood that two isoforms will produce multiple unique electrospray
ions that interfere at a given m/z value. This can happen when two or more
species have truly isobaric masses (m) or when two or more species with
different masses (m) and charge states (z) coincidentally interfere at the same
m/z value. As the distribution of charge states decreases, ions are observed at
increasingly higher m/z values at greater distances between successive charge
states. An important, albeit less-appreciated, characteristic of native MS is that
by preserving protein folding in solution, the protein ion average charge state is
significantly decreased and the total ion current is distributed across a smaller
number of charge states. Native MS approaches can provide simplified mass
spectra because of fewer ions interfering at the same m/z values.
This quality of native MS can be exploited to dramatically increase platform
peak capacity over denaturing MS methods that produce ion distributions of
relatively higher charge states. Such a comparison was performed by Marcoux
and colleagues in the analysis of a lysine-linked ADC, trastuzumab emtansine.9
The phenomenon of charge reduction and increased spectral separation
inherent to native MS is illustrated in figure 3.16 This report confirms native MS
is an excellent tool for characterizing any type of heterogeneous intact protein
mixture, including both noncovalently bound ADCs and those with interchain
disulfide bonds intact.
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Until recently, the high spectral separation afforded by native MS has been
appreciated only by a small number of practitioners. This is likely due to the
historical difficulty involved in attaining high-quality ESI spectra from 100%
aqueous solution. It can also be argued that adoption of native MS has been
impeded somewhat by the low effective resolution of the TOF MS systems
generally used for intact protein analysis.
The latest MS technologies avoid this problem. A new Orbitrap-based mass
spectrometer, the Thermo Scientific Exactive Plus EMR system, introduced in
peer-reviewed literature approximately five years ago and then commercially a
year later, allowed the theoretical advantages of high spectral separation to be
substantiated on a benchtop MS system capable of high effective resolution.17
Orbitrap-based intact mass analysis using native MS techniques is often referred
to as “high resolution” native MS. In a period of five years Orbitrap technology has
spawned a new generation of native MS applications.18–20
In practical terms, adopting a native MS approach is an easy way to systematically
reduce potential artifacts. Using relatively gentle solution-phase and gas-phase
conditions, native MS minimizes the risk of workflow-related PTM artifacts.
Storing and analyzing proteins in physiological conditions puts minimal stress on
biologics and largely avoids degradative nonenzymatic PTMs, such as asparagine
deamidation and aspartic acid isomerization, which can result from high
temperature or excessively high or low pH.
GREATER THAN THE SUM Analytical systems that directly interface solution separation with mass
spectrometry offer further options for maximizing platform peak capacity for
intact protein analysis.
Figure 3. Native MS analysis of intact proteins allows improved separation of mass peaks at higher m/z range. (A) An ESI MS spectrum from reversed-phase LC, which is a denaturing technique, yields a charge state distribution of relatively higher charge at lower m/z ranges, while a native MS spectrum of the same mAb yields a charge state distribution of relatively lower charge at higher m/z ranges. (B) A detailed view shows that two to three sequential charge state envelopes overlap in RPLC/MS spectrum compared to an overlap of zero to one charge state envelopes in the native SEC/MS spectrum. Figure adapted from Bailey et al., 2016.
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Historically, direct coupling of MS to solution separations has been limited to
RPLC, size exclusion chromatography (SEC), and CE. Typically, these separation
techniques are all performed using similar denaturing-type conditions (water/
organic, acidic pH) for LC mobile phases or CE background electrolyte (BGE)
that are chosen to attain high sensitivity ESI MS of proteins. In an industrial
setting, RPLC/MS has been adopted as the most common means to perform
intact mass analysis for proteins of all sizes, including large protein species such
as mAbs. This choice benefits from a collective industrial expertise developed
over many years using RP to efficiently separate smaller compounds (such as
peptides and small molecules) on the basis of hydrophobicity as well as many
years of optimizing the integration with ESI MS. This configuration has been
demonstrated for mAbs to leverage separation of isobaric isoforms that differ
by only a single C-terminal lysine residue, allow sequential elution, and thereby
avoid interference at the MS level.21
In practice, however, actual separation of large intact protein isoforms can fail
to materialize. But by taking several factors into account, analysts can obtain
useful intact protein mass analysis data from RPLC/MS.
Typically, RPLC is skewed for steep gradients and shorter run times, which
deprioritizes actual isoform separation. With conscious efforts to optimize
an LC method, it is possible to prevent the peak tailing that can otherwise be
dramatic enough to preclude any separation of subtle structural differences of
isoforms. Strong modifiers or ion-pairing reagents, such as trifluoroacetic acid
(TFA), are required to achieve optimal LC performance. While this approach is
effective, adoption of TFA-based mobile phases for LC/MS remains controversial
in therapeutic protein characterization because the marked decrease in ESI
sensitivity. Additionally, carryover can impede many types of small-molecule
analyses when performed later using the same equipment.
For routine purposes, mating separations to MS does, in fact, bring increased
productivity to the intact mass analytical platform in a somewhat roundabout
manner. In addition to separating protein isoforms, chromatography—and to
some extent CE—can efficiently separate proteins from the nonvolatile buffer
salts that plague ESI, and largely satisfies the requirement for protein desalting.
Lazar and colleagues showed several years ago that denaturing SEC provided
superior desalting in a head-to-head comparison with RP- and sieve-based
desalting methods upstream of intact mass analysis.22
LC/MS platforms also raise productivity simply through incorporating the use
of autosampler technologies. Running large batches of samples on a 24/7 basis
is routine in many lab environments and is simply not possible using a direct
infusion MS approach. But coupling chromatography with MS also means
that the typical MS tuning/optimization routine that is usually performed
by infusion can instead be performed with a sample queue using a matrix of
tuning/method conditions. In this case the overall method design space can be
thoroughly and systematically tested.
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Intact mass analysis by LC/MS can be further improved by the seamless
integration of ultraviolet or other optical detection. This configuration is ideal
for providing an orthogonal means for straightforward protein detection in
addition to MS analysis. Dual detection using LC/UV/MS can bolster protein
quantitation and monitor autosampler accuracy, and it can be helpful
for observing proteins outside the tuned or optimized detection ranges.
Using a detection system that applies only a single narrow wavelength to
proteins (variable wavelength detection)—rather than a broad spectrum
of wavelengths (photo diode array)—is recommended in order to minimize
potential photooxidation artifacts on methionine and tryptophan residues. This
recommendation holds for peptides and intact proteins alike.
SOFTWARE CATCHING UP WITH THE TIMES Intact proteins are reflected in ESI mass spectra as Gaussian-like distributions
of highly charged ions spanning ranges of more than 1,000 m/z units. The final
step of an intact mass workflow is to interpret the masses of proteins using
the numerous redundant m/z data. Purified proteins can usually be interpreted
by hand by a knowledgeable analyst, but even subtle heterogeneity can
demand the use of deconvolution software that models and reports the masses
and abundances of individual isoforms. Deconvolution algorithms that use
maximum entropy modeling have provided deeply insightful interpretation of
complex intact protein spectra in which numerous MS peaks may be partially
or completely overlapping.23 Software-enhanced resolution is used routinely
and to great effect; however, automatically generated deconvolution results
can make it difficult for an analyst to judge whether or not the software
accurately models the raw data. The raw MS data and deconvolution results
can be cross-compared to ensure that noise peaks and harmonic series are not
interpreted as false positive protein species. Maximum entropy approaches
require some degree of prior knowledge for protein samples; false positives
can easily be produced when grossly misguiding the algorithm. In spite of this
caveat, deconvolution software has expanded the field of intact mass analysis
to nonexperts. When modeling parameters are appropriate for a given sample,
deconvolution software can easily provide an answer.
Deconvolution can also be used as a form of relative quantitation when the
conventional relative quantitation based on the individual charge states is
not possible. Software-aided deconvolution of intact protein spectra can be
particularly helpful when spectra show extensive ion interferences. The vast
majority of intact mass analysis workflows call for deconvolution software
to analyze data resulting from LC/ESI MS platforms. But deconvolution
software packages have been developed using an approach that is actually
a better fit for direct infusion rather than separations. For intact mass
analysis, a mixture of isoforms from a moderately purified intact protein
often elutes more or less as a single LC peak. Data analysis typically involves
creating an averaged spectrum over a desired retention time (RT) range
followed by deconvolution of this single spectrum. Typically, spectra are
averaged according to the full width of the peak at half-maximum height
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(FWHM), though there is not a formal rule. Importantly, the specific
selection of the RT range for deconvolution can have significant influence
on the overall spectrum quality as well as the quantity of isoforms
represented. Determining FWHM can be a painfully subjective process when
chromatographic peaks deviate from the ideal. High-throughput intact mass
analysis requires either extremely stable RT over many runs or a dedicated
analyst to ensure the RT range for an average spectrum is correctly selected
for each LC/MS run. For high-end laboratories, this single step represents a
bottleneck that can require an expert to minimize the risk of false positives.
The average-over-RT approach described above is truly not appropriate for any
type of relative quantitation or isoform profiling based on deconvolution of the
LC/MS data. Commonly, in this process, the analysts make a basic assumption
that every identified isoform has also eluted identically within an identical
RT range, when almost always the opposite is true. Individual abundances
determined using a single, discrete RT range will not provide insight to ion
(isoform) intensity changing over time.
The Sliding Window algorithm in Thermo Scientific BioPharma Finder software
embraces a so-called time-resolved deconvolution approach. This deconvolution
method involves creating numerous averaged spectra over a larger RT range,
deconvolving each, and integrating LC peak area of the individual ion intensities
according to each isoform. Time-resolved deconvolution is valuable for any
instances of time-based quantity changes. Foremost, this includes LC and CE,
but it could be applied to infusion when, for instance, monitoring individual
species in kinetic reactions.
Time-resolved deconvolution was demonstrated by Gazis and Horn to solve the
issue of measuring DAR for intact ADC samples.24 ADCs are mixtures of isoforms
created by conjugating hydrophobic small-molecule compounds to an intact
mAb. This manufacturing strategy can generate numerous isoforms exhibiting
Figure 4. Chromatogram and elution profiles of nine components identified by thesliding window algorithm for an ADC sample. Adapted from Gazis et al., 2015.
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unique elution profiles. The authors used their Sliding Window algorithm in
combination with a dedicated deconvolution algorithm (ReSpect) to correctly
determine the DAR value from an ADC mixture analyzed using RPLC/MS. Their
approach showed that the conventional average-over-RT approach provides
an erroneously low DAR value, which reflects the fact that the conventional
approach does not account for the late-elution and tailed profiles of the highly
conjugated isoforms (figure 4).
The concept of platform peak capacity also pertains to deconvolution software
in the sense that the final results of the workflow aim to have the greatest
capacity for creating true-positive isoform identifications. Time-resolved
deconvolution offers a strategy to accomplish this in an automated fashion with
LC/MS data. Toward determining true positives, time-resolved deconvolution
data can be used to determine the individual elution profiles of each of the
identified isoforms. This presents an opportunity to filter the results to species
that show elution behavior consistent with actual protein elution and thus
reduce false-positive identification of lower abundance species that may
otherwise be in question. Furthermore, the deconvolution peak areas, also
known as extracted deconvolution chromatograms (XDC) can be utilized to
determine the relative quantitation of individual protein isoforms.
DEMOCRATIZATION AND ORTHOGONALITY IN THE NEAR FUTURE To maximize platform peak capacity for intact protein mass analysis, one appealing
avenue is to combine several of the separate enhancements discussed above into a
single system. Adding separation technologies, such as SEC, to native MS promises
to democratize state-of-art intact therapeutic protein characterization workflows.
Native SEC/MS is arguably the most adoptable among the variety of published
reports on this emerging area. It is possible to perform isocratic separation using
the same volatile-salt solution used in conventional, infusion-based native MS.
Even so, interfacing SEC with native MS requires special considerations. SEC does
not inherently provide a mechanism for on-column sample concentration during
loading and thus requires a threshold level of initial sample concentration to allow
detection. More importantly, SEC can be perturbed by secondary interactions,
whether hydrophobic or ionic in nature. Offline SEC/UV methods normally use
mobile phases containing organic or high concentrations of salt to disrupt potential
secondary interactions and encourage size-based separation. As native SEC/MS
often requires optimizing MS sensitivity by using low ionic strength aqueous
mobile phase, potential secondary interactions may arise between proteins and SEC
stationary phase. The latter is often the variable that can be readily changed.
Native intact mass workflows can be improved by adding SEC-based desalting
and automated sample injection. Valliere-Douglass and colleagues showed that
native SEC, coupled directly to an MS system, could efficiently desalt a cysteine-
linked ADC sample while preserving the noncovalently structured isoforms.15
The DAR value determined using the native SEC/MS method roughly matched
the value calculated by the traditional approach using hydrophobic interaction
chromatography and UV detection.
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A separate study also applied this native SEC (desalting)/MS strategy to
determine the DAR value of a trastuzumab emtansine sample. In this case,
highly conjugated forms eluted later, presumably because of secondary
interactions, and thus the DAR value was observed to change according to
retention time. Similar to Gazis and Horn, data analysis using ReSpect and
Sliding Window meant the correct DAR value could be determined regardless of
RT shift (figure 5).25
Native SEC/MS offers other advantages, too. ESI source-related artifacts related
to both aggregation and dissociation can impede infusion-based native MS data
analysis. Size separation of protein isoforms helps tremendously in assessing
the validity of noncovalent aggregated species. In their analysis of multimers
of bovine serum albumin, Muneeruddin and colleagues demonstrated that
native SEC/MS avoids source-related artifacts by allowing aggregate size to be
correlated with RT.26 This report also shows that MS systems may struggle to
provide quantitative data over a broad range of protein sizes. MS signal response
(sensitivity) decreases nonlinearly with increasing m/z ranges, and so UV
detection must be embedded in the platform.
Figure 5. Optimized sliding window deconvolution provides accurate DAR value. (A) Averaging spectra across the front, FWHM, or tail of an LC peak can influence the DAR value when isoforms do not perfectly coelute. (B) Higher drug-load isoforms can elute later in native SEC/MS, which may introduce error in DAR measurement. (C) Sliding Window analysis that encompasses entire chromatographic peak provides higher and more accurate DAR value than the FWHM averaged spectrum. The difference in DAR value reflects increased degree of tailing of high-drug-load ADC species, which is not correctly interpreted by the conventional approach. Adapted from Bailey et al., 2017a.
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Ion-exchange chromatography (IEC) can perform charge-based separations and has
also been successfully coupled to native MS. IEC is usually mated to UV detection
alone because conventional IEC mobile phases are not compatible with ESI MS.
Recently, however, analysts have used native IEC/MS for a growing list of cationic
protein types, including lysozyme, PEGylated interferon-ß, and mAb samples.
These examples show that native cation-exchange MS efficiently separates charge
heterogeneity and permits direct MS detection of the individual isoforms.27–29
Importantly, this strategy allows separation of many types of isoforms in solution,
the masses of which normally interfere at the MS level. In these examples, however,
the combined use of TOF MS and high concentrations of ammonium acetate
analytical gradients of 100–500 mM used to drive protein elution negatively affects
overall data quality. Both sensitivity and effective resolution were decreased to an
extent that low-abundance isoforms do not appear to be possible to interpret.
Bailey and colleagues introduced a high-performance version of native IEC/MS,
optimized for high effective resolution and high platform peak capacity. The
team used the platform for the intact mass analysis of trastuzumab. Isoforms
were eluted using a gradient of low to high pH, while mobile phases comprised
of extremely pure ammonium acetate in constant background concentration of
50 mM.30 This workflow highlights the use of both extracted-ion chromatogram
(XIC) as well as XDC plots in navigating the type of complex data that can arise
from a native IEC/MS characterization study (figure 6). Orbitrap MS and time-
resolved deconvolution were essential for attaining high peak capacity. Overall,
this configuration provided a dynamic range of three orders of magnitude of
confidently identified intact mAb isoforms, which exceeds previous reports using
any other strategy for intact mass analysis. Additionally, the authors showed that
separation of isobaric species combined with high effective MS resolution allows
accurate measurement of very subtle mass differences that are even significantly
less than the natural peak width of the protein ion.
Figure 6. Sliding window ReSpect deconvolution results of IEC/MS analysis of trastuzumab. (A) Base peak chromatogram (BPC) of a native IEC/MS analysis of trastuzumab shows two major chromatographic peaks corresponding to deamidated (†) and relatively unmodified (*) isoforms with very similar masses observed as expected. (B) Theoretical difference in mass of deamidated and unmodified forms is 6.6 ppm, which is equivalent to a 1 Da mass shift for a species of approximately 150 kDa molecular weight. (C) An extracted-ion chromatogram (XIC) plotted for deamidated and unmodified isoforms using a 3 ppm width shows that the raw MS data reflect a true difference in measured masses of these near-isobaric isoforms. (D) Sliding window extracted deconvolution chromatograms (XDC) are plotted for the top three glycoforms in both deamidated and unmodified forms. Adapted from Bailey et al., 2017b.
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A powerful alternative to IEC for separating charge heterogeneity is CE. A native
CE/MS method was reported recently by Belov and colleagues that incorporated
the use of a BGE consisting of low-strength ammonium acetate followed by
Orbitrap MS detection and time-resolved deconvolution using Sliding Window.31
Applying their method to the analysis of several types of intact proteins, the
researchers obtained high-quality results similar to the IEC-based data of Bailey
and colleagues. Low sample consumption and relatively high sensitivity were key
features of their method directly contributed by CE. The authors concluded that
separation improves the quality of native MS data over using infusion alone.
CONCLUSION Intact mass analysis requires sufficient resolution to correctly determine the
identity and quantity of isoforms in a given mixture. The need to perform deep
characterization of new heterogeneous therapeutic protein formats requires that
effective resolution is optimized at multiple levels to increase the overall peak
capacity of the analytical platform. Several new variations on conventional intact
mass analysis offer increased platform peak capacity: (1) using MS hardware
and methods capable of high effective mass resolution, (2) adopting native MS
techniques for high spectral separation, (3) coupling separations directly to MS,
and (4) analyzing data using time-resolved deconvolution software. We believe
that these intercompatible strategies should indeed be used in combination to
push the existing boundaries of performance and accessibility of intact mass
analysis workflows.
For more information on this subject, please visit
www.thermofisher.com/NativeMS.
ACKNOWLEDGMENTSThis white paper was written by Aaron O. Bailey and Jonathan L. Josephs at
Thermo Fisher Scientific and edited and produced by C&EN Media Group editors
and designers.
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