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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2023.1260446</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Function-structure approach reveals novel insights on the interplay of Immunoglobulin G 1 proteoforms and Fc gamma receptor IIa allotypes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lippold</surname>
<given-names>Steffen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Mistry</surname>
<given-names>Karishma</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Lenka</surname>
<given-names>Sunidhi</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Whang</surname>
<given-names>Kevin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Peilu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Pitschi</surname>
<given-names>Sebastian</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Kuhne</surname>
<given-names>Felix</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Reusch</surname>
<given-names>Dietmar</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Cadang</surname>
<given-names>Lance</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Knaupp</surname>
<given-names>Alexander</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author">
<name>
<surname>Izadi</surname>
<given-names>Saeed</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Dunkle</surname>
<given-names>Alexis</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Feng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Schlothauer</surname>
<given-names>Tilman</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Protein Analytical Chemistry, Genentech, A Member of the Roche Group</institution>, <addr-line>South San Francisco, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Biological Technologies, Genentech, A Member of the Roche Group</institution>, <addr-line>South San Francisco, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Pharmaceutical Development, Genentech, A Member of The Roche Group</institution>, <addr-line>South San Francisco, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Pharma Technical Development Europe, Roche Diagnostics GmbH</institution>, <addr-line>Penzberg</addr-line>, <country>Germany</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Pharma Research and Early Development, Roche Innovation Center Munich</institution>, <addr-line>Penzberg</addr-line>, <country>Germany</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jean van den Elsen, University of Bath, United Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Brandon L. Garcia, East Carolina University, United States; Alessandra Zarantonello, Centre de Recherche des Cordeliers (CRC), France</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Feng Yang, <email xlink:href="mailto:yang.feng@gene.com">yang.feng@gene.com</email>; Tilman Schlothauer, <email xlink:href="mailto:tilman.schlothauer@roche.com">tilman.schlothauer@roche.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1260446</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Lippold, Mistry, Lenka, Whang, Liu, Pitschi, Kuhne, Reusch, Cadang, Knaupp, Izadi, Dunkle, Yang and Schlothauer</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Lippold, Mistry, Lenka, Whang, Liu, Pitschi, Kuhne, Reusch, Cadang, Knaupp, Izadi, Dunkle, Yang and Schlothauer</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Human Fc gamma receptor IIa (Fc&#x3b3;RIIa) or CD32a has two major allotypes with a single amino acid difference at position 131 (histidine or arginine). Differences in Fc&#x3b3;RIIa allotypes are known to impact immunological responses such as the clinical outcome of therapeutic monoclonal antibodies (mAbs). Fc&#x3b3;RIIa is involved in antibody-dependent cellular phagocytosis (ADCP), which is an important contributor to the mechanism-of-action of mAbs by driving phagocytic clearance of cancer cells. Hence, understanding the impact of individual mAb proteoforms on the binding to Fc&#x3b3;RIIa, and its different allotypes, is crucial for defining meaningful critical quality attributes (CQAs). Here, we report a function-structure based approach guided by novel Fc&#x3b3;RIIa affinity chromatography-mass spectrometry (AC-MS) assays to assess individual IgG1 proteoforms. This allowed to unravel allotype-specific differences of IgG1 proteoforms on Fc&#x3b3;RIIa binding. Fc&#x3b3;RIIa AC-MS confirmed and refined structure-function relationships of IgG1 glycoform interactions. For example, the positive impact of afucosylation was higher than galactosylation for Fc&#x3b3;RIIa Arg compared to Fc&#x3b3;RIIa His. Moreover, we observed Fc&#x3b3;RIIa allotype-opposing and IgG1 proteoform integrity-dependent differences in the binding response of stress-induced IgG1 proteoforms comprising asparagine 325 deamidation. The Fc&#x3b3;RIIa-allotype dependent binding differences resolved by AC-MS were in line with functional ADCP-surrogate bioassay models. The molecular basis of the observed allotype specificity and proteoform selectivity upon asparagine 325 deamidation was elucidated using molecular dynamics. The observed differences were attributed to the contributions of an inter-molecular salt bridge between IgG1 and Fc&#x3b3;RIIa Arg and the contribution of an intra-molecular hydrophobic pocket in IgG1. Our work highlights the unprecedented structural and functional resolution of AC-MS approaches along with predictive biological significance of observed affinity differences within relevant cell-based methods. This makes Fc&#x3b3;RIIa AC-MS an invaluable tool to streamline the CQA assessment of therapeutic mAbs.</p>
</abstract>
<kwd-group>
<kwd>affinity chromatograghy</kwd>
<kwd>CD32 (FcgRII)</kwd>
<kwd>ADCP</kwd>
<kwd>deamidation</kwd>
<kwd>molecular dynamics</kwd>
<kwd>mass spectrometry</kwd>
<kwd>glycosylation</kwd>
<kwd>critical quality attribute (CQA)</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="72"/>
<page-count count="15"/>
<word-count count="8502"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Molecular Innate Immunity</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Fc gamma receptors (Fc&#x3b3;Rs) mediate key immunological responses by interacting with the fragment crystallizable (Fc) part of Immunoglobulins (Ig) (<xref ref-type="bibr" rid="B1">1</xref>). Fc&#x3b3;RIIa (CD32a) is the most widespread activating Fc&#x3b3;R and is present on most leukocytes (monocytes, neutrophils, eosinophils, basophils, mast cells) and platelets (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Only primates express Fc&#x3b3;RIIa and human Fc&#x3b3;RIIa shows two major polymorphisms at position 131 (histidine or arginine) (<xref ref-type="bibr" rid="B4">4</xref>). The Fc&#x3b3;RIIa His/Arg polymorphisms (His/His, His/Arg, Arg/Arg) show ethnic-dependent variants and were linked to differences in disease susceptibilities and efficacy of therapeutic antibodies (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). The functional relevance of the Fc&#x3b3;RIIa polymorphism was attributed to distinct affinity differences of Fc&#x3b3;RIIa to IgG subclasses. Fc&#x3b3;RIIa contributes to macrophage-mediated antibody-dependent cellular cytotoxicity (ADCC) and antibody-dependent cellular phagocytosis (ADCP) (<xref ref-type="bibr" rid="B9">9</xref>). The clinical relevance of Fc&#x3b3;RIIa makes the understanding of IgG &#x2013; Fc&#x3b3;RIIa interactions crucial for defining critical quality attributes (CQAs) of therapeutic antibodies to ensure their safety and efficacy.</p>
<p>Both IgG and Fc&#x3b3;RIIa are complex glycoproteins. IgG1 comprises a conserved <italic>N</italic>-glycosylation site at Asn 297 and Fc&#x3b3;RIIa is glycosylated at Asn 61 and Asn 142. The binding affinity of the IgG1-Fc&#x3b3;RIIa interaction is around 1 &#xb5;M (<xref ref-type="bibr" rid="B10">10</xref>). The lower hinge and CH2 domain of IgG1 interact asymmetrically with Fc&#x3b3;RIIa (<xref ref-type="bibr" rid="B11">11</xref>). Fc&#x3b3;RIIa glycosylation does not directly contribute to the IgG1 interaction, and a recent study found no impact of the Fc&#x3b3;RIIa glycan macro- or micro-heterogeneity on IgG1 glycoform selectivity (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). In contrast, IgG1 Asn 297 glycosylation features are known to moderately affect the affinity to Fc&#x3b3;RIIa and ADCP (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). Numerous studies on the Fc&#x3b3;RIIa affinity rankings of IgG1 glycosylation features were performed, but the findings are often contradictory (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). Of note, deglycosylation of natural IgG1 leads to drastically decreased Fc&#x3b3;R binding, including Fc&#x3b3;RIIa (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Besides Fc glycosylation, understanding the impact of other post-translational modifications (PTMs), such as deamidation, on Fc&#x3b3;RIIa binding and function is needed to define CQAs of therapeutic antibodies, but is currently understudied and inconsistent (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>). Stress studies are commonly performed to evaluate potential impacts on the safety and efficacy profile of therapeutic mAbs using relevant stress conditions, representative for storage or manufacturing, and forced stress conditions to induce high levels of PTMs (<xref ref-type="bibr" rid="B17">17</xref>). In particular, thermal stress is highly relevant and may induce high level of PTMs, clipping variants and aggregates. Interestingly, thermal stress has been shown to selectively enrich deamidation at Asn 325 (VSNK motif) under mildly acidic conditions in IgG1 (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Asn 325 is a known hotspot for deamidation, which decreases the efficacy of mAbs due to reduced Fc&#x3b3;RIIIa binding and ADCC (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>The functional <italic>in-vivo</italic> response of Fc&#x3b3;R &#x2013; IgG interactions is mediated by avidity through immune complexes upon target binding (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B38">38</xref>). However, the highly increased complexity of <italic>in-vivo</italic> experiments and immune complexes lead to highly impaired sensitivity and precision for an assessment of individual IgG-Fc&#x3b3;R interactions (<xref ref-type="bibr" rid="B39">39</xref>). <italic>In-vitro</italic> studies of monomeric IgG-Fc&#x3b3;R interaction have been widely accepted for <italic>in-vivo</italic> predictions. Most <italic>in-vitro</italic> IgG-Fc&#x3b3;R affinity assessments apply surface plasmon resonance spectroscopy (SPR). However, SPR studies may show discrepancies due to the complex interaction and the inherent molecular heterogeneity of the IgG and Fc&#x3b3;R (<xref ref-type="bibr" rid="B10">10</xref>). The sensitivity, precision and accuracy of SPR is largely affected by the presence of co-existing IgG proteoforms, i.e., the combination of post-translational modifications (PTMs) at the intact protein level, and in particular aggregates (<xref ref-type="bibr" rid="B17">17</xref>). In contrast, affinity chromatography (AC) allows the relative binding assessment of complex proteoform mixtures. Proteoforms comprising functionally relevant PTMs are chromatographically separated based on the interaction to an immobilized, functionally relevant interaction partner, e.g., Fc&#x3b3;RIIIa for predicting ADCC activity (<xref ref-type="bibr" rid="B18">18</xref>). Hence, AC is gaining momentum as a tool for studying IgG-FcR interactions (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Moreover, AC coupled to mass spectrometry (MS) techniques provides unprecedented insights into structure-function relationships (<xref ref-type="bibr" rid="B42">42</xref>). MS may be applied using offline analysis of peptides obtained from enzymatic digestion of AC fractions (bottom-up approach), which provides the highest structural resolution and site-specificity, but the information on the initial proteoform heterogeneity is compromised. In addition, online AC-MS hyphenation offers a direct intact mass readout and is highly useful for PTMs with distinct mass differences such as glycoforms. So far, AC-MS methods for studying IgG-FcR interactions have been developed for FcRn (half-life) and Fc&#x3b3;RIII (ADCC) and relied on bottom-up analysis of affinity fractions or online intact mass analysis (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>). The expansion of the AC-MS toolbox is of high importance to redefine the structural and functional understanding of FcR-IgG interactions in a proteoform-resolved manner.</p>
<p>This study reports on the development of two novel AC-MS assays, covering both Fc&#x3b3;RIIa allotypes, as key technology for expanding the ADCP function-structure understanding of IgG1 proteoforms. For this, we established MS-compatible chromatographic conditions allowing to separate and identify IgG1 proteoforms that were functionally different with respect to ADCP-mediated potency. In addition to refining the IgG1 glycoform affinity ranking, we demonstrated Fc&#x3b3;RIIa allotype-specific differences of IgG1 proteoforms induced by thermal stress. Our new findings from Fc&#x3b3;RIIa AC-MS were substantiated by orthogonal binding assays and cell line-based bioassays, and the underlying structural mechanisms were elucidated by molecular dynamics.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Antibodies</title>
<p>All antibodies used in this study were produced in-house for research and development purposes. In total, five different mAbs were used named mAb1 to mAb5. Two glycoengineered versions of mAb1 with high levels of afucosylation or galactosylation were used. Afucosylated mAb1 was produced in an &#x251;1,6 fucosyltransferase knockout CHO cell line, while galactosylated mAb1 was generated by incubating purified mAb1 samples with bovine &#x3b2;1,4 galactosyltransferase in the presence of MnCl<sub>2</sub> and UDP galactose. Six glycoengineered (G1F/G1F, G1/G1, G2F/G2F, G2/G2, G2FS2/G2FS2, G2S2/G2S2) versions of mAb2 were prepared using TransGLYCIT (Genovis, Sweden) following the manufacturer instructions. Two additional versions of mAb2 containing high levels of &#x3b1;-2,3- or 2,6-linked sialic acids were obtained by <italic>in-vitro</italic> glycoengineering as described elsewhere (<xref ref-type="bibr" rid="B44">44</xref>). In addition, an Fc mutant of mAb4 comprising Asn 325 Asp was used. All antibodies were produced in CHO cells. Thermal stress conditions were applied for mAb1 mAb4 for up to 8 weeks at 40&#xb0;C in the corresponding formulation buffer at pH 5.5 (e.g., for mAb1: 20 mM L-histidine acetate, 240 mM sucrose, 10 mM L-methionine, 0.04% (w/v) polysorbate 20, pH 5.5).</p>
</sec>
<sec id="s2_2">
<title>Fc&#x3b3;RIIa affinity column preparation</title>
<p>The Fc&#x3b3;RIIa columns were produced in-house. An Fc (PGLALA mutant) fusion construct with the extra-cellular domain of Fc&#x3b3;RIIa (His or Arg) and C-terminal Avi-tag was transiently expressed in HEK 293-F cells (Thermo Fisher) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>). The selected fusion protein presents Fc&#x3b3;RIIa as dimer, which is expected to be more relevant for structure-function interpretations (<xref ref-type="bibr" rid="B11">11</xref>). The construct was <italic>in-vivo</italic> biotinylated by BirA ligase co-expression and immobilized by incubation with streptavidin agarose beads (Cytiva) overnight. The receptor density of the beads was set to 1 mg/mL. The functionalized sepharose was packed into a tricorn column housing (5 mm x 20 mm, Cytiva).</p>
</sec>
<sec id="s2_3">
<title>Fc&#x3b3;RIIa affinity chromatography mass spectrometry</title>
<p>Fc&#x3b3;RIIa affinity chromatography-mass spectrometry was performed on a Vanquish Horizon (Thermo Scientific) connected to a Q Exactive UHMR Orbitrap (Thermo Scientific). The mobile phases consisted of 150 mM ammonium acetate (mobile phase A) and 150 mM acetic acid (mobile phase B). The column temperature was set to 25&#xb0;C and the flow rate was kept at 0.25 mL/min. The UV signal was acquired at 280 nm. Samples were prepared for analysis by buffer-exchanging to mobile phase A (10 kDa molecular weight cutoff filter, Merck). Upon injection (10 &#xb5;g, 1 mg/mL), a 5 min isocratic step using 100% mobile phase A was applied. Then, a linear gradient of 15 min to 80% mobile phase B was used for elution. Next, the column was washed with 80% mobile phase B for 5 min before returning to the starting condition. Between runs, 15 min of re-equilibration using 100% mobile phase A was used. Flow-splitting (approx. 2 &#xb5;L/min to MS) was applied for electrospray ionization using a Flex ion source (Thermo scientific). MS data acquisition was performed in positive ion mode (2 kV capillary voltage). The <italic>m/z</italic> range was set from 2,000 Th to 15,000 Th and resolution to 25,000. For improved declustering, desolvation voltage (-175V) and in-source collision induced dissociation energy (30V) were applied. For each data point, 10 micro scans were averaged, resulting in a scan rate of 1.6 scans/sec. Charge deconvolution of intact mass spectra was performed using UniDec (version 5.2.1) (<xref ref-type="bibr" rid="B45">45</xref>). Assignments of IgG glycoforms was performed manually upon deconvolution and were based on the statistically most likely glycoforms. Of note, additional isomeric glycoform pairings (e.g., G1F/G1F vs. G0F/G2F) were not listed as additional options. Extracted ion chromatograms (EICs) of specific proteoforms were generated using the theoretical <italic>m/z</italic> values of charge states 21+ to 25+ with a tolerance of 100 ppm in Freestyle (v.1.8, Thermo Scientific).</p>
</sec>
<sec id="s2_4">
<title>Bottom-up sample preparation</title>
<p>Antibody samples (100 &#xb5;g each) were denatured by addition of 6M Guanidine HCl, 360 mM Tris, 2 mM EDTA, pH 7.0. Reduction was accomplished using 20 mM DTT and 30 min incubation at 37&#xb0;C. Then, each sample was alkylated with 50 mM iodoacetamide protected from light at room temperature for 15 min. The alkylation reaction was quenched by adding additional 10 mM DTT. The reduced and alkylated samples were buffer-exchanged using Bio spin P-6 gel columns (Biorad) into digestion buffer (50 mM Tris, 2 mM CaCl2, pH 7.5). Lyophilized trypsin (sequencing grade, Promega) was reconstituted to 0.2 mg/mL with water. Digestion was initiated with the addition of 0.2 mg/mL trypsin solution to desalted antibody samples at a 1:20 enzyme-protein (w/w) ratio. The digestion was incubated at 37&#xb0;C for 60 min in a water bath. Finally, digested samples were quenched with trifluoroacetic acid. For glycoproteomic analysis of Fc&#x3b3;RIIa, 100 &#xb5;g of each construct, Fc&#x3b3;RIIa His and Fc&#x3b3;RIIa Arg, were buffer exchanged (10 kDa Amicon Filter, Merck) to 25 mM Tris, 1mM CaCL<sub>2</sub> at pH 8.8 and a concentration of 1 &#xb5;g/&#xb5;L. The analytes were reduced using 5 mM DTT for 30 min at 60&#xb0;C. Next, cysteine aminoethylation was performed by adding 10 mM 2-bromoethylamine (Sigma Aldrich) and incubation for 60 min at 60&#xb0;C. Next, 5 mM DTT was added to the solution to quench the alkylation. Finally, 1 &#xb5;g (1:100 w/w) of trypsin (sequencing grade, Promega) was added to each sample and the digestion was performed overnight (16 h &#x2013; 18 h) at 37&#xb0;C.</p>
</sec>
<sec id="s2_5">
<title>Bottom-up liquid chromatography-MS/MS analysis</title>
<p>Tryptic digested samples were separated using a 150 mm &#xd7; 2.1 mm, 1.7 &#x3bc;m Waters Acquity BEH C18 column with UV detection at 214 nm. Mobile phase A was 0.1% trifluoroacetic acid or formic acid in water (v/v) and mobile phase B was 0.08% trifluoroacetic acid or formic acid in acetonitrile (v/v). The LC gradient started at 100% mobile phase A. Mobile phase B was elevated to 40% from 14 to 47 min, and then column was washed with 95% mobile phase B for 4 min before returning to initial condition (mAbs). Mobile phase B was kept at 1% for the first two minutes and then linearly increased to 13% at 7 min, followed by a linear gradient to 35% mobile phase B at 42 min and a 2 min wash step using 95% mobile phase B. Column temperature for LC-MS/MS analysis of mAbs was maintained at 60&#xb0;C with a flow rate of 0.3 mL/min and 77&#xb0;C with 0.2 mL/min flow rate for Fc&#x3b3;RIIa. The injection volume of the protein digest was 20 &#xb5;L (mAbs) and 10 &#xb5;L (Fc&#x3b3;RIIa). LC-MS/MS experiments were performed using a Thermo Fisher Scientific Q Exactive Plus mass spectrometer (mAbs) or Thermo Fisher Scientific Orbitrap Fusion Lumos (Fc&#x3b3;RIIa) operated in positive ion mode. The spay voltage was 3.5 kV, the ion transfer tube temperature was 320&#xb0;C/250&#xb0;C, and the sheath and auxiliary gas flow rate were 30 and 6/10, respectively (mAbs/Fc&#x3b3;RIIa). For mAb analysis, full-scan MS1 spectra were acquired using a mass range of 200 &#x2013; 2000 Th with a resolution of 35,000, 100 ms maximum ion injection time and an AGC target of 4E5. Data-dependent fragmentation with top 8 ions was induced by higher-energy collisional dissociation (HCD) fragmentation using normalized collision energy (NCE) of 27%. An isolation window of 2.5 Th was applied, the maximum injection time was set to 50 ms and an AGC of 1E5 was used. The MS2 resolution was set to 17,500. For Fc&#x3b3;RIIa (glyco-)peptides, full-scan MS1 mass spectra were collected using a mass range of 120 &#x2013; 3,500 Th, a resolution of 120,000, 100 ms ion injection time and an AGC target of 4E5. MS2 data of Fc&#x3b3;RIIa (glyco-)peptides were acquired by data-dependent HCD (NCE = 28%) in an <italic>m/z</italic> range of 100 &#x2013; 2,000. Charge states 2 &#x2013; 8 were included for fragmentation. An isolation window of 3 Th, AGC target of 1E5, maximum injection time of 50 ms and a resolution of 30,000 was used. In addition, stepped-HCD (combined spectrum of NCE = 20%, 30% and 50%) was triggered by oxonium ion presence (204.0867, 366.1396).</p>
</sec>
<sec id="s2_6">
<title>Post-translational modifications data analysis</title>
<p>Peptides were identified based on accurate mass and MS/MS using Protein Metrics software. Relative quantitation was performed manually by XCalibur software. Extracted ion chromatograms (EICs) were obtained for each expected peptide using the monoisotopic value from the most abundant charge state. The relative percentage of a chemically modified peptide was estimated by dividing the peak area of the modified peptide peak by the sum of the peak areas for the modified and unmodified peptide peaks.</p>
<p>The glycoproteomic data analysis of Fc&#x3b3;RIIa peptides was performed as described previously (<xref ref-type="bibr" rid="B41">41</xref>). In short, one peptide moiety for each glycosylation site (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figures S2</bold>
</xref>-<xref ref-type="supplementary-material" rid="SM1">
<bold>S5</bold>
</xref>) was selected for further evaluation based on MS/MS identification in Byonic (v.4.4 Protein Metrics). Then, an MS1-based search using expected retention time and mass differences was performed using GlycopeptideGraphMS (v.2.05) (<xref ref-type="bibr" rid="B46">46</xref>). A combined glycan list of all glycosylation sites was generated and each potential glycopeptide was manually checked of mass accuracy (&lt; 10 ppm), retention time, isotopic pattern quality (idotp &gt; 0.85) and integrated in Skyline (<xref ref-type="bibr" rid="B47">47</xref>). The relative abundances of glycans and non-glycopeptides were calculated for individual glycosylation sites based on total area normalization. Of note, the nomenclature of mAb glycans followed established mAb glycan nomenclature, whereas glycan compositions were used to describe Fc&#x3b3;RIIa glycosylation (<xref ref-type="supplementary-material" rid="SM1">
<bold>Tables S1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S2</bold>
</xref>).</p>
</sec>
<sec id="s2_7">
<title>Surface plasmon resonance spectroscopy</title>
<p>SPR experiments were performed on a Biacore T200 instrument (Cytiva). His-tagged Fc&#x3b3;RIIa receptors were prepared in-house and captured on separate Biacore CM5 sensor chips with immobilized anti-His antibodies (Cytiva). The relative binding properties, at a defined part at the end of the association phase, of mAb1 and stressed mAb1 samples towards Fc&#x3b3;RIIa His and Fc&#x3b3;RIIa Arg were analyzed. Upon each sample injection and binding measurement, the chip surface was regenerated to remove all captured antibodies and analytes. The signals from a reference flow cell and from blank buffer injections were subtracted from the analyte signal, and data were evaluated using Biacore T200 Evaluation Software. As system suitability criteria, the CV (&#x2264; 10%) and relative difference (&#x2264; 10%) of control samples were used to ensure precision and accuracy. Representative SPR sensorgrams are provided in <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6</bold>
</xref>.</p>
</sec>
<sec id="s2_8">
<title>Cell-based potency and functional assays</title>
<p>Cell-based functional assays were performed using monocyte- and lymphocyte-based reporter cell lines able to detect the cross-linking and activation of Fc&#x3b3;RIIa (CD32a) in response to mAb clustering. The monocyte-based assay was used for the functional assessment of enriched Fc&#x3b3;RIIa His AC fractions with varying degrees of IgG1 Asn 325 deamidation levels to correlate retention time in AC with functionality. The monocyte activation assay utilized an in-house THP1 reporter cell line, a human monocyte cell line engineered to overexpress Fc&#x3b3;RIIa His along with the luciferase enzyme downstream of an NF-&#x3ba;B response element. The lymphocyte-based assay was used to assess the biological relevance of Fc&#x3b3;RIIa allotype-differences with respect to thermal stress of IgG1. The Fc effector reporter bioassay (Promega) utilized Jurkat reporter cells expressing NFAT-induced luciferase activity and either human Fc&#x3b3;RIIa His or Fc&#x3b3;RIIa Arg. The reporter cell lines allow the detection of Fc&#x3b3;RIIa-dependent cellular activation by measuring luminescence, which is proportional to the amount of luciferase expressed and the activity of the reporter gene.</p>
<p>In all versions of the method, the mAb sample is coated at a high density on an assay plate via anti-Fab capture allowing for subsequent interaction of mAb1 Fc region with Fc&#x3b3;RIIa and activation of the reporter cell. Briefly, the anti-Fab capture reagent (CaptureSelect&#x2122; Human Fab-kappa Kinetics Biotin Conjugate, Thermo Fisher Scientific) was coated on a high-binding 96 well assay plate at 10 &#xb5;g/mL. The plate was washed (Phosphate-buffered saline, 0.05% Polysorbate 20) and blocked using assay medium (RPMI 1640, 10% HI FBS, 1x Glutamax, 1x Pen-Strep) for 1-2 h. A dilution series of mAb1 standard and samples (50 &#xb5;L per well) was added to the plate for 30 min at 37&#xb0;C to capture mAb1. Plates were washed of excess mAb1, and the reporter cells (50 &#xb5;L per well) were added to the assay plate at a concentration of 1.25e6 cells/mL. After incubation at 37&#xb0;C for 180-250 min, the luminescence substrate reagent (OneGlo, Promega), which lyses the cells, was added to the plate (50 &#xb5;L per well) and luminescence (RLU) was recorded using a luminescence plate reader (Molecular Devices) after 15 min. Results were analyzed by comparing a mAb1 reference standard to the mAb1 sample using either a 4P logistic curve comparison to calculate relative potency or by calculating fold response.</p>
</sec>
<sec id="s2_9">
<title>Molecular dynamics</title>
<p>The complex structure of Fc&#x3b3;RIIa and human IgG1 Fc was obtained from the RCSB PDB database PDB ID: 3RY6 (<xref ref-type="bibr" rid="B11">11</xref>). Glycans were added to the Fc and Fc&#x3b3;RIIa as reported in the crystal structure. A total of 6 systems were studied at pH 7: Fc WT with Fc&#x3b3;RIIa Arg, Fc WT with Fc&#x3b3;RIIa His, Fc double deamidation (Asn 325 Asp) with Fc&#x3b3;RIIa Arg, Fc double deamidation (Asn 325 Asp) with Fc&#x3b3;RIIa His, Fc single deamidation (Asn 325 Asp) with Fc&#x3b3;RIIa Arg, Fc single deamidation (Asn 325 Asp) with Fc&#x3b3;RIIa His. The protein was build using ff19SB (<xref ref-type="bibr" rid="B48">48</xref>) forcefield and Glycam (<xref ref-type="bibr" rid="B49">49</xref>) force field parameters were used for glycans. The protein was solvated in a truncated water box of 10 &#xc5; from the protein and OPC water model was used (<xref ref-type="bibr" rid="B50">50</xref>). Counterions were added to neutralize the system. All the simulations were performed in Amber 20 (<xref ref-type="bibr" rid="B51">51</xref>). The initial structure was generated by the prepareforleap module of Amber and then tleap was used (<xref ref-type="bibr" rid="B52">52</xref>). Minimization was done on the starting solvated structure with 1000 steps of steepest descent and 4000 steps of conjugate gradient with positional restraint on the protein with a force constant of 10.0 kcal/(mol.&#xc5;<sup>2</sup>). Subsequently the system was heated with the temperature increased gradually from 10 K to 300 K for 0.3 ns at constant volume using langevin thermostat and a frictional coefficient of 5 ps<sup>-1</sup>. The system was then subjected to 1.3 ns NVT equilibration and then 8 ns of constant pressure and temperature equilibration using monte carlo barostat with the protein restrained by a force constant of 1.0 kcal/(mol.&#xc5;<sup>2</sup>). The final round of relaxation involved 10 ns of constant volume and temperature with no restraints. Five replicates of 300 ns production run were conducted using NVT ensemble. These five replicates have different random seeds and starting points to account for convergence. The hydrogen bond distances and contact analysis was done using cpptraj module of Amber and the protein images were created using VMD 1.9.2 (<xref ref-type="bibr" rid="B53">53</xref>). The plots were made using matplotlib of python. Histograms were obtained using a Gaussian kernel density estimator in python.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results and discussion</title>
<sec id="s3_1">
<title>Both recombinant Fc&#x3b3;RIIa allotypes show comparable glycosylation profiles</title>
<p>Currently, there is no evidence that Fc&#x3b3;RIIa glycosylation (Asn 61, Asn 142) may impact the IgG1-Fc&#x3b3;RIIa interaction or affinity ranking of Fc glycosylation features (<xref ref-type="bibr" rid="B12">12</xref>). This is expected as the Fc&#x3b3;RIIa glycosylation sites are outside of the Fc&#x3b3;RIIa - IgG1 interaction (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). However, differences in Fc&#x3b3;R glycosylation are generally known to be a contributing factor to the large variety of reported affinity differences for IgG Fc&#x3b3;R interactions (<xref ref-type="bibr" rid="B10">10</xref>). Hence, it is best practice to report the receptor glycosylation for IgG Fc&#x3b3;R binding assays. The site-specific glycosylation profiles of both Fc&#x3b3;RIIa allotype materials used in this study are highly comparable, allowing to relate all observed differences in the binding behavior solely to the Fc&#x3b3;RIIa allotype, i.e., the difference in a single amino acid (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B, C</bold>
</xref>). In total, 49 (Fc&#x3b3;RIIa His) and 53 (Fc&#x3b3;RIIa Arg) glycan compositions were identified and quantified for Asn 61. Asn 142 revealed 42 (Fc&#x3b3;RIIa His) and 58 (Fc&#x3b3;RIIa Arg) glycan compositions (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). The major glycan composition for both glycosylation sites was H5N4F1S1 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Other highly abundant glycan compositions included H3N4F1, H5N4F1S2, H5N2 and H4N4F1. Our findings on HEK-derived Fc&#x3b3;RIIa glycosylation showed a high level of sialylated di-antennary complex-type structures, in line with previous findings on Fc&#x3b3;RIIa derived from either HEK cells or primary human monocytes (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B57">57</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Visualization of Fc&#x3b3;RIIa - Fc interaction and glycoproteomic profile of Fc&#x3b3;RIIa His and Arg allotypes. <bold>(A)</bold> Fc&#x3b3;RIIa-Fc interaction (3RY6) highlighting the glycosylation sites as well as interaction sites (<xref ref-type="bibr" rid="B11">11</xref>). <bold>(B)</bold> Sequence of extracellular domains of Fc&#x3b3;RIIa allotypes highlighting tryptic glycopeptides for His (blue) and Arg (orange) allotype. <bold>(C)</bold> Glycoproteomic comparison of most abundant glycans found on Fc&#x3b3;RIIa allotypes and glycosylation sites. Suitable tryptic glycopeptides (cleavage C-terminal to Lys, Arg, Cys) were obtained by applying cysteine aminoethylation as reported previously (<xref ref-type="bibr" rid="B54">54</xref>). A complete list of all identified and quantified glycan compositions is listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>. Glycan structure assignments are based on MS/MS information and Hayes et&#xa0;al. (<xref ref-type="bibr" rid="B55">55</xref>) Error bars represent standard deviation of technical replicates (n = 3).Of note, the residue numbering of His/Arg 131 was based on Sondermann et&#xa0;al. (<xref ref-type="bibr" rid="B56">56</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Fc&#x3b3;RIIa affinity chromatography mass &#x2013; spectrometry assay</title>
<p>Sufficient binding and elution of mAb1 under MS-compatible conditions were achieved for both Fc&#x3b3;RIIa variants by a simple pH gradient (from pH 6.8 to pH 4) applying a mobile phase system containing 150 mM ammonium acetate and 150 mM acetic acid (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The main peak of mAb1 eluted in the linear pH range of the gradient and showed an earlier elution (11 min) on the Fc&#x3b3;RIIa Arg column compared to Fc&#x3b3;RIIa His (12.5 min). The differences in retention times correlate with the more efficient binding of human IgG1 to Fc&#x3b3;RIIa His compared to Fc&#x3b3;RIIa Arg (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B58">58</xref>). Besides the main peak, minor amounts of clipping variants (not retained), hemi-glycosylated variants (elution in isocratic phase) and dimer (increased retention time) were detected and separated in the Fc&#x3b3;RIIa AC-MS assays (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). In addition, the elution order (Fc&#x3b3;RIIa Arg &lt; Fc&#x3b3;RIIa His) was consistent for all tested CHO cell derived IgG1 mAbs (mAb1 &#x2013; mAb5), which have the same constant domains (G1m17, Km3) but different variable domains and glycoforms (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S7</bold>
</xref>), demonstrating the broad applicability of our developed Fc&#x3b3;RIIa AC-MS method. Retention time differences in the chromatographic profile between the five mAbs were attributed to the glycosylation profile and the impact of the Fab moiety (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S7</bold>
</xref>), which are known factors to impact the retention time in Fc receptor affinity chromatography (<xref ref-type="bibr" rid="B41">41</xref>). Furthermore, good injection repeatability was achieved for inter- and intraday analysis within a time frame of three months and over 100 injections (stability-studies on-going, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S8</bold>
</xref>) with the Fc&#x3b3;RIIa affinity columns.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Representative Fc&#x3b3;RIIa AC-MS profile of mAb1. <bold>(A)</bold> Total ion chromatograms (TICs) of mAb1 using Fc&#x3b3;RIIa His (blue) and Fc&#x3b3;RIIa Arg (orange). In addition, the mobile phase (gray) and pH gradient information (red) are displayed. <bold>(B)</bold> Examples of data and spectra quality obtained by online native MS at different retention times.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g002.tif"/>
</fig>
<p>Residue 131 of Fc&#x3b3;RIIa is located at the CH2 (A) interaction interface (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Leu 235 of the lower hinge (CH2 (B)) interacts closely with a hydrophobic binding pocket of Fc&#x3b3;RIIa, which is hindered by the His131Arg exchange, and hence, Fc&#x3b3;RIIa Arg shows generally a lower binding towards human IgG1 (<xref ref-type="bibr" rid="B56">56</xref>). The developed Fc&#x3b3;RIIa AC-MS method reflected the expected binding trend. This supports that the applied pH gradient and potential differences in protonation did not impact the general affinity ranking. The involvement of Fc&#x3b3;RIIa His/Arg in the binding interface makes it highly relevant to study allotype differences of IgG1 proteoform binding. Most of previous studies on IgG1 interactions only included one of the Fc&#x3b3;RIIa allotypes and used different experimental setups (e.g. immobilization or biotinylation), which hampers the comparison of binding studies (<xref ref-type="bibr" rid="B10">10</xref>). Previously, only Fc&#x3b3;RIIa Arg affinity chromatography using non-MS compatible mobile phases (UV only detection) has been reported (<xref ref-type="bibr" rid="B18">18</xref>). In this work, we have introduced novel AC-MS assays for Fc&#x3b3;RIIa binding assessment of IgG1, which allow to obtain conclusions on Fc&#x3b3;RIIa allotype differences based on the retention time differences. To our knowledge, this is the first report using a Fc&#x3b3;RIIa His affinity column. The use of online MS-hyphenation enormously expands the information on proteoforms and product-related impurities obtained from a single experiment. This drastically facilitates data interpretation and enhances the efficiency for comparing antibodies.</p>
</sec>
<sec id="s3_3">
<title>Differential impact of IgG1 Fc glycosylation features on binding to Fc&#x3b3;RIIa allotypes resolved by AC-MS</title>
<p>In total, 20 glycoforms of mAb1 were identified and assessed in detail by AC-MS (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figures S9</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S10</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Tables S2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S3</bold>
</xref>). In addition, we used glycoengineered versions of mAb1 and mAb2 to expand and substantiate our findings on glycoform rankings (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figures S11</bold>
</xref>-<xref ref-type="supplementary-material" rid="SM1">
<bold>S13</bold>
</xref>). The assay showed good reproducibility with respect to retention time stability (average retention time shift below 0.1 min for glycoforms above 1% relative abundance) and relative abundances (average relative standard deviation below 15% for glycoforms above 1% relative abundance) of glycoform EICs (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S10</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). In addition, the high sensitivity and specificity of the MS enabled the study of other minor-abundant (&lt; 1% rel. abundance) glycoforms. The EICs of mAb1 showed overall similar trends for the relative retention time ranking of mAb1 glycoforms with both Fc&#x3b3;RIIa allotypes AC (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Glycoform-resolved Fc&#x3b3;RIIa AC-MS analysis of mAb1. EICs of top ten mAb1 glycoforms (&gt; 1% rel. abundance, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>) resolved by <bold>(A)</bold> Fc&#x3b3;RIIa His and <bold>(B)</bold> Fc&#x3b3;RIIa Arg AC-MS. <bold>(C)</bold> Correlation of EIC retention times (error bars represent inter-day standard deviation from n = 3) of all assigned mAb1 glycoforms. The gray line indicates the theoretical retention time, if both Fc&#x3b3;RIIa allotypes would have the same affinity. EICs of most-abundant glycoforms from mAb1 and glycoengineered versions of mAb1 analyzed by <bold>(D)</bold> Fc&#x3b3;RIIa His and <bold>(E)</bold> Fc&#x3b3;RIIa Arg AC-MS.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g003.tif"/>
</fig>
<p>Differences in terminal galactoses (galactosylation) and core fucose (fucosylation) on Fc glycans of mAbs commonly contribute most to the glycosylation microheterogeneity. Glycoforms comprising galactosylation showed an increased retention time (G0F/G0F &lt; G0F/G1F &lt; G1F/G1F &lt; G1F/G2F &lt; G2F/G2F) on both Fc&#x3b3;RIIa allotypes. However, the positive effect of galactosylation, relative to afucosylation (the absence of core fucose), was more pronounced for Fc&#x3b3;RIIa His AC-MS. The positive impact of galactosylation was independent of the glycosylation macroheterogeneity, fucosylation status and Fc&#x3b3;RIIa allotype (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Interestingly, G1F-derived glycoforms (e.g., G1F/G0F, <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>) showed a slightly distorted peak shape. We observed a similar behavior of galactosylated glycoforms using Fc&#x3b3;RIIIa AC-MS, which was previously attributed to the presence of both &#x3b1;1,3-linked galactose (no effect on binding) and &#x3b1;1,6-linked galactose (increased binding) (<xref ref-type="bibr" rid="B59">59</xref>) and could be better resolved by AC when analyzing Fc moieties of mAbs upon upper hinge-cleavage (<xref ref-type="bibr" rid="B60">60</xref>). Afucosylation contributed positively to the retention time of both Fc&#x3b3;RIIa allotypes (GxF/GxF &lt; Gx/GxF &lt; Gx/Gx), but the effect was stronger for Fc&#x3b3;RIIa Arg. For Fc&#x3b3;RIIa His, afucosylation only showed a minor positive increase in retention time, which was lower than the impact of galactosylation (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S12</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). In contrast, Fc&#x3b3;RIIa Arg AC-MS showed that the positive impact of full afucosylation (G0/G0) was even stronger than full galactosylation on doubly fucosylated glycoforms (G2F/G2F) (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, E</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S12</bold>
</xref>). The positive impact of galactosylation and afucosylation on mAb1 binding was confirmed by using glycoengineered versions of mAb1 (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3D, E</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S11</bold>
</xref>) and expanded to more glycovariants (glycoengineered versions of mAbs2) with highly homogeneous glycopatterns (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S12</bold>
</xref>). Previous Fc&#x3b3;RIIa binding studies either found no impact of afucosylation at all (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B27">27</xref>) or a slight positive contribution on the Fc&#x3b3;RIIa Arg affinity compared to Fc&#x3b3;RIIa His (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>). The inconclusive findings in previous studies are likely caused by the inherent heterogeneity of glycosylation and the limited molecular resolution of traditional binding assays. It should be noted that a recent study using glycoform-resolved affinity capillary electrophoresis-MS (ACE-MS) did not find any impact of fucosylation on the mAb - Fc&#x3b3;RIIa interaction, independent of the Fc&#x3b3;RIIa allotype (<xref ref-type="bibr" rid="B27">27</xref>). We performed additional tests using lower ionic strength in our mobile phases (50 mM vs. 150 mM ammonium acetate) to mimic the binding conditions applied in the previous ACE-MS assay (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S12</bold>
</xref>). However, the glycoform affinity rankings of galactosylation and fucosylation features were consistent for both ionic strengths. Other sources of deviations may come from concentration effects in ACE-MS or the assay setup and should be elaborated in future studies. In contrast, Chung et&#xa0;al. clearly showed the moderate increase (up to 3.6-fold) of afucosylation on Fc&#x3b3;RIIa Arg AC-MS binding using highly homogeneous mAb glycoforms and an affinity ranking by enzyme-linked immunoassay, which is in line with our observations (<xref ref-type="bibr" rid="B14">14</xref>). Interestingly, another study by Kuhns et&#xa0;al. demonstrated the functional relevance of mAb glycosylation features on Fc&#x3b3;RIIa His mediated ADCP using a reporter gene bioassay (<xref ref-type="bibr" rid="B15">15</xref>). The authors observed that galactosylation showed a strong positive impact, afucosylation a moderate positive impact and high mannose a strong negative impact, which highlights the functional relevance of our Fc&#x3b3;RIIa AC-MS assays.</p>
<p>Other minor abundant glycoforms showed comparable trends for both Fc&#x3b3;RIIa allotypes. Agylcosylated mAbs could only be detected for glycoengineered mAb1 (afucosylated) and showed no binding on either of the Fc&#x3b3;RIIa variants (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S11</bold>
</xref>). No binding (aglycosylated) and highly decreased binding (hemi-glycosylated) are in line with previous findings due to highly impaired Fc stability and FcR interactions (<xref ref-type="bibr" rid="B27">27</xref>). High mannose glycoforms (i.e., M5/M5) showed increased binding compared to hemi-glycosylated glycoforms and decreased binding compared to complex-type glycoforms (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). The negative impact of high mannose glycoforms on Fc-Fc&#x3b3;R interactions, including Fc&#x3b3;RIIa, has been demonstrated in several previous studies (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Glycoforms with mono-antennary structures (-N) showed decreased binding compared to di-antennary structures (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). The relative affinity ranking of sialylated glycoforms depended on sialic acid linkage and ionic strength. Low levels (&lt; 0.5%) of singly (&#x3b1;2,3-linked) sialylated glycoforms were detected and assessed in mAb1 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). The sialylated glycoforms (G1F/G2FS1) showed a decreased retention time around G0F/G0F. Glycoengineered variants of mAb2 showed decreased affinity for &#x3b1;2,3-linked sialic acids and increased affinity for &#x3b1;2,6-linked sialic acids for both Fc&#x3b3;RIIa allotypes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S13</bold>
</xref>). &#x3b1;2,3-linked sialic acids previously showed reduced Fc stability and Fc&#x3b3;R binding, whereas &#x3b1;2,6-linked sialic acids increased Fc&#x3b3;R binding (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>). Of note, the ionic strength of the mobile phases (50 mM vs. 150 mM) had an impact on the relative Fc&#x3b3;RIIa Arg affinity ranking of sialylated species (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S12</bold>
</xref>). Hence, it should be emphasized that the impact of ionic strength needs to be carefully investigated for the relative affinity ranking of sialylated glycoforms.</p>
<p>Asn 297 is located at the Fc&#x3b3;RII-IgG1 binding interface and it is known that glycosylation features impact the binding and ADCP (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B25">25</xref>). The pronounced positive contribution of IgG1 afucosylation on Fc&#x3b3;RIIa Arg binding was attributed to the more open state of the CH2 domain, which may contribute to reducing the steric hindrance of Arg131 in the hydrophobic binding pocket (<xref ref-type="bibr" rid="B63">63</xref>). Interestingly, the contribution of afucosylation to Fc&#x3b3;RIIa Arg binding was higher than galactosylation, which is generally known to stabilize the CH2 domain and Fc&#x3b3;R interactions and had a larger contribution to Fc&#x3b3;RIIa His binding. In conclusion, Fc&#x3b3;RIIa AC-MS provides high molecular resolution, sensitivity, and selectivity, which makes it a powerful tool to unravel the complexity of IgG1 glycoform mixtures and refines the current understanding of IgG1 glycoform affinity rankings.</p>
</sec>
<sec id="s3_4">
<title>Detailed structure-function assessment of Asn 325 deamidated proteoforms on Fc&#x3b3;RIIa-mediated ADCP</title>
<p>Thermal stress had a noticeable impact on the Fc&#x3b3;RIIa AC-MS profile of mAb1 and showed profound differences between the Fc&#x3b3;RIIa allotypes (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>). Proteoforms induced by thermal stress showed no noticeable shift in the intact mass and eluted, independent of the glycoform, prior to the main peak (lower affinity) in Fc&#x3b3;RIIa His AC-MS and with increased retention time (higher affinity) in Fc&#x3b3;RIIa Arg AC-MS (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S14</bold>
</xref>). Peptide mapping analysis showed increased level of Asn 325 deamidation, a known thermal stress induced modification (only under mildly acidic conditions) (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>), in mAb1 (10.3% at 4 weeks, 18.3% at 8 weeks, compared to 0.7-0.8% in mAb1 Standard and Stress Control) and other PTMs stayed below 5% relative abundance. Orthogonal SPR binding studies confirmed the allotype-specific effect of thermally stressed mAb1 on Fc&#x3b3;RIIa binding (Fc&#x3b3;RIIa His decreased to 90% &#xb1; 0.5% relative binding compared to reference at 4 weeks and 80% &#xb1; 1.1% relative binding at 8 weeks, Fc&#x3b3;RIIa Arg increased to 108% &#xb1; 1.9% relative binding at 4 weeks and 110% &#xb1; 3.3% relative binding at 8 weeks, <xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>). In addition, the functional impact of Fc&#x3b3;RIIa allotypes-specific binding responses to thermal stress was verified by bioassays applying Jurkat NFAT-luciferase reporter cells expressing exclusively Fc&#x3b3;RIIa His or Fc&#x3b3;RIIa Arg, which were used as surrogate for Fc&#x3b3;RIIa-mediated ADCP (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). The reporter cells measure the upstream signaling events resulting from Fc&#x3b3;RIIa cross-linking, which is the first step of ADCP. Fc&#x3b3;RIIa His expressing Jurkat cells showed a significant decrease in activity when mAb1 was exposed to thermal stress for 8 weeks. In contrast, the activity of Fc&#x3b3;RIIa Arg expressing Jurkat cells showed no significant difference upon thermal stress of mAb1. Of note, SPR and bioassays measure the combined effects of all mAb1 forms present in the stress samples, including the increased presence of non-potent clipping variants under thermal stress conditions. This may contribute negatively to the overall binding and activity of thermal stressed mAb1 compared to the reference standard and control. Hence, the contribution of Asn 325 deamidated proteoforms to the observed Fc&#x3b3;RIIa allotype differences may be slightly underestimated (Fc&#x3b3;RIIa Arg) or overestimated (Fc&#x3b3;RIIaHis) when analyzing proteoform mixtures. However, the differential Fc&#x3b3;RIIa allotype-effect of thermal stress, i.e., Asn 325 deamidation, was in line between AC-MS, SPR and bioassay.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Structure-function assessment of mAb1 upon thermal stress. AC and SPR analysis of mAb1 control, 4 weeks 40&#xb0;C and 8 weeks 40&#xb0;C stress sample using <bold>(A)</bold> Fc&#x3b3;RIIa His and <bold>(B)</bold> Fc&#x3b3;RIIa Arg. Error bars represent standard deviation of technical SPR replicates (n = 2). <bold>(C)</bold> Lymphocyte-based ADCP reporter bioassay of thermally stressed mAb1 on cells exclusively expressing Fc&#x3b3;RIIa His or Fc&#x3b3;RIIa Arg. Error bars represent the standard deviation of individual technical replicates (n = 12) from two independent ADCP reporter bioassay days. * represent significant differences for p-values &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g004.tif"/>
</fig>
<p>Proteoforms comprising asymmetric Asn 325 deamidation on only one Fc chain (deamidation hetero-dimer) or symmetrical Asn 325 deamidation on both Fc chains (deamidation homo-dimer) are potentially present upon thermal stress. The majority of the deamidated proteoforms was assigned to deamidation hetero-dimers assuming a random statistical distribution of deamidation (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). In addition, an Fc-engineered mutant of mAb4 was used as control to further support the assignment of the less abundant Asn 325 deamidation homo-dimers (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The Fc&#x3b3;RIIa allotype-dependent difference for Asn 325 deamidation was observed as well for the Fc-engineered Asn 325 deamidation homodimer. The retention time of the homo-dimer was further reduced compared to the hetero-dimer in Fc&#x3b3;RIIa His AC-MS. In contrast, the retention time of the homo-dimer was only slightly decreased with a broader peak for Fc&#x3b3;RIIa Arg affinity, whereas the hetero-dimer showed increased retention time compared to the unmodified proteoform. Decreased binding of Asn 325 deamidated proteoforms (hetero- and homo-dimers) was described previously for Fc&#x3b3;RIIIa interactions (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Evans et&#xa0;al. demonstrated that asymmetrically modified (deamidation hetero-dimer) was sufficient to drastically reduce the binding and that symmetric degradation (deamidation homo-dimer) further decreased the affinity (<xref ref-type="bibr" rid="B35">35</xref>). IgG1 binds Fc&#x3b3;RIIa asymmetrically between the CH2 domains and the lower hinge region, similar to Fc&#x3b3;RIIIa (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Hence, the findings on Fc&#x3b3;RIIa His binding differences are in line with previous reports on Fc&#x3b3;RIIIa. We obtained novel findings for the impact of proteoform integrity, i.e., increased affinity of the hetero-dimer and slightly reduced affinity for the homo-dimer, on Fc&#x3b3;RIIa Arg binding.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Analysis of mAb4 standard, mAb4 upon thermal stress for 4 weeks and Fc-engineered variant of mAb4 comprising Asp 325 using <bold>(A)</bold> Fc&#x3b3;RIIa His and <bold>(B)</bold> Fc&#x3b3;RIIa Arg AC-MS.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g005.tif"/>
</fig>
<p>To further expand the correlation between functional relevance, structural resolution, and retention time in Fc&#x3b3;RIIa AC-MS, fractionated thermal stress samples were subjected to bottom-up analysis and a monocyte-derived bioassay. We focused our investigations on the Fc&#x3b3;RIIa His column due to its ability to separate deamidation homo- and hetero-dimers, which provides a greater potential as tool to monitor functionally relevant proteoforms, i.e., Asn 325 deamidation variants. An inverse correlation of Asn 325 deamidation and cell-based monocyte activation potency was observed for thermally stressed mAb1 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Proteoforms with a higher retention time in Fc&#x3b3;RIIa AC-MS exhibited lower levels of Asn 325 deamidation and a higher potency when compared to the reference standard and unstressed thermal control mAb1. In contrast, proteoforms with reduced potency and retention time had higher levels of Asn 325 deamidation. Within the affinity fractions, no preferential enrichment of iso-aspartic acid or aspartic acid deamidation variants was observed, which indicates that both degradation products are equally critical for the Fc&#x3b3;RIIa His interaction (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S15</bold>
</xref>). Further, no significant levels of Asn 325 succinimide intermediate was observed, which was attributed to the instability under the applied bottom-up sample preparation conditions (<xref ref-type="bibr" rid="B34">34</xref>). In addition, no indications of succinimide forms in AC-MS (intact) were observed under the applied conditions, but future development of AC-MS approaches using Fc moieties (upon IgG1 hinge cleavage) may provide enhanced resolution and specificity to investigate Asn 325 succinimide intermediates (<xref ref-type="bibr" rid="B60">60</xref>). We successfully demonstrated functional proteoform separation of our Fc&#x3b3;RIIa His AC-MS assay using a monocyte-based ADCP-surrogate bioassay and correlated the results to Asn 325 deamidation products of affinity fractions by bottom-up analysis with increased structural resolution.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Monocyte-based bioassay and Asn 325 deamidation assessment of affinity fractions from Fc&#x3b3;RIIa His. <bold>(A)</bold> Overview of retention time windows for fraction collection. <bold>(B)</bold> Relative potency of fractions (red) and deamidation rates at Asn 325 (gray). Both Asn deamidation products, aspartic acid (VSDK) and iso-aspartic acid (VSisoDK) were assessed based on retention time differences of peptides (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S15</bold>
</xref>). Error bars represent standard deviation of technical replicates (n = 3). Of note, hemi-glycosylated proteoforms co-eluted with Asn 325 deamidation homo-dimer (F1), which led to a decrease in the overall deamidation rate for the enriched affinity fraction. In addition, the purity of the enriched affinity fractions should be considered with respect to deviations from theoretical assumptions (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S16</bold>
</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g006.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Molecular dynamics simulations reveal allotype- and proteoform-specific hydrogen bond formation for IgG1-Fc&#x3b3;RIIa interactions</title>
<p>Fc&#x3b3;RIIa interacts asymmetrically with IgG1 at CH2 (A) and CH2 (B) (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S17</bold>
</xref>). To determine the molecular basis of the observed Fc&#x3b3;RIIa allotype-specific differences for deamidated IgG1 proteoform binding trends, we performed MD simulations. This allowed to assess the hydrogen bond formation probabilities of Fc&#x3b3;RIIa (Arg/His) interacting with IgG1 as WT, Asn 325 deamidation hetero- or homo-dimers at CH2 (A) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). A strong hydrogen bond at 1.99 &#xc5; was found between Fc&#x3b3;RIIa Arg and IgG1 Asp 325, when present as a deamidation hetero-dimer (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). In contrast, the probability density of a hydrogen bond formation between Fc&#x3b3;RIIa Arg and IgG1 Asp 325 was decreased for the IgG1 deamidation homo-dimer, which is in line with our experimental observations by AC-MS (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). No increased or strong hydrogen bond formation probabilities were observed for the MD simulations of the Fc&#x3b3;RIIa His &#x2013; IgG1 Asp 325 interactions, which supports our findings from Fc&#x3b3;RIIa His AC-MS (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Molecular dynamics simulation for hydrogen bond probability assessment between FcgRIIa residue 131 and IgG1 residue 325. <bold>(A)</bold> Probability density vs. the distance between IgG1 Asn/Asp 325 and FcgRIIa Arg/His 131. Hydrogen bond formation occurs for IgG1 Asn 325 deamidation hetero-dimer and the FcgRIIa Arg allotype. Snapshot visualizing the interaction distance of IgG1 Asp 325 and FcgRIIa <bold>(B)</bold> Arg / <bold>(C)</bold> His 131 for the Asn 325/Asp 325 hetero-dimer.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g007.tif"/>
</fig>
<p>To further investigate the effect of IgG1 proteoform integrity on Fc&#x3b3;RIIa Arg binding, we expanded the MD analysis to additional contacts occurring in the Fc (CH2 (B)) of IgG1 (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The dynamics of a hydrophobic pocket comprising seven residues in the lower hinge and CH2 (Gly 235, Gly 236, Gly 237, Pro 238, Ala 327, Leu 328, Pro 329) were more favorable for the IgG1 Asn 325 deamidation hetero-dimer (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). Formation of the hydrophobic pocket requires the interaction of IgG1 Asp 270 and IgG1 Lys 326 (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). The initiation of this step is hindered for the IgG1 deamidation homo-dimer due to a competing interaction of IgG1 Asp 325 with IgG1 Lys 326 (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8A, C</bold>
</xref>). In contrast, the IgG1 deamidation hetero-dimer comprises one unmodified Fc chain (Asn 325), which enables the first step in the formation of the hydrophobic pocket (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8B&#x2013;D</bold>
</xref>). Trp 110 of Fc&#x3b3;RIIa Arg populates the hydrophobic pocket, which further promotes the interaction of Fc&#x3b3;RIIa Arg Lys 111 with IgG1 Gly 236. Three Fc&#x3b3;RIIa residues (Trp 110, Lys 111 and Lys 113) have more contacts (higher binding) with the hydrophobic pocket for the Asn 325 deamidation hetero-dimer (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8E</bold>
</xref>). This is in line with our observation of increased binding of the Asn 325 hetero-dimer in Fc&#x3b3;RIIa AC-MS (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). The fact that the Asn 325 deamidation homo-dimer still showed increased Fc&#x3b3;RIIa Arg binding compared to Fc&#x3b3;RIIa His (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) was attributed to contributions of the hydrogen bond (IgG1 Asp 325 &#x2013; Fc&#x3b3;RIIa Arg 131, <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>) and other subtle changes in the interaction. Further, the disturbance in the hydrophobic interactions are the main drivers in reducing the binding of deamidated (hetero- and homo-dimers) IgG1 to Fc&#x3b3;RIIa His. In addition, the decreased CH2 stability of the IgG1 Asn 325 deamidation homo-dimer may cause the broader peak observed in Fc&#x3b3;RIIa Arg AC-MS (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). The hydrophobic pocket described here, is one of the three major IgG1-Fc&#x3b3;R interaction sites at CH2 (B) (<xref ref-type="bibr" rid="B56">56</xref>). A proline sandwich (IgG1 Pro 329, Fc&#x3b3;R Trp 87 and Trp 110) is the second major interaction at CH2 (B) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>), which may contribute to the observed differences as Trp 110 showed different dynamics between deamidated proteoforms (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8E</bold>
</xref>). However, the changes in contacts of the Pro 329 were less conclusive compared to the hydrophobic pocket described in <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>. The third major binding site at CH2 (A), a hydrophobic pocket that generally decreases human IgG1 binding to Fc&#x3b3;RIIa Arg, leads to an enhanced affinity of deamidation hetero-dimer due to the Arg 131 &#x2013; Asp 325 hydrogen bond (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Molecular dynamics of CH2 (B) and Fc&#x3b3;RIIa Arg 131 interaction for Asn 325 deamidated proteoforms. <bold>(A)</bold> Residue interaction in IgG1 Asn 325 deamidation homo-dimer. <bold>(B)</bold> Residue interaction in IgG1 Asn 325 deamidation hetero-dimer. Probability density of the <bold>(C)</bold> IgG1 Asp 270 - Lys 326 and <bold>(D)</bold> IgG1 Leu 238 &#x2013; Gly 237 distance for IgG1 deamidation homo- and hetero-dimer. <bold>(E)</bold> Contacts of Fc&#x3b3;RIIa Arg 131 residues to the hydrophobic pocket detected for deamidation homo-dimer (red) and hetero-dimer (orange).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1260446-g008.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title>Affinity chromatography-guided approach for functional proteoform assessment</title>
<p>Previous studies of the Fc&#x3b3;RIIIa-IgG1 interaction showed the negative effect of Asn 325 deamidation on ADCC (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Fc&#x3b3;RIIIa comprises a His at position 131 and we observed the same negative effect for Fc&#x3b3;RIIa His (<xref ref-type="bibr" rid="B56">56</xref>). Here, we observed a novel interplay between Fc&#x3b3;RIIa allotypes and IgG1 proteoforms. We found that both, the inter-molecular IgG1 Asp 325 hydrogen bond formation probability to Fc&#x3b3;RIIa Arg 131 and the intra-molecular formation of the hydrophobic pocket within the Fc of IgG1, are the main drivers for the observed binding selectivity. Our data highlights the relevance of analyzing intact proteoforms rather than bottom-up approaches, to retain the information on deamidation hetero- or homo-dimers. Due to the low mass differences of deamidation (&#x394; 0.985 Da), intact mass analysis alone will not provide a suitable tool for monitoring deamidation on a proteoform level. Physicochemical separation techniques, such as ion-exchange chromatography, may allow structural separation of thermal stress samples, but suffer from highly increased complexity and low resolution (particularly in stressed samples), which complicates the assignment of functional relevant proteoforms (<xref ref-type="bibr" rid="B33">33</xref>). Therefore, novel functional separation techniques such as our new Fc&#x3b3;RIIa AC-MS assays are invaluable tools for structure-function studies and have great potential for functional proteoform monitoring. Bioassays have a higher biological relevance compared to cell-free binding assays, since the biological complexity of cellular responses cannot be provided by techniques such as AC-MS (<xref ref-type="bibr" rid="B39">39</xref>). Thus, highly sensitive and resolved proteoform readouts as provided by AC-MS should be combined with functional cellular assays to conclude on the biological significance of observed affinity differences. MD simulations were successfully applied to complement the mechanistic differences of our observations.</p>
<p>In our study, we first confirmed the Fc&#x3b3;RIIa allotype-specific effect of thermal stress on IgG1 using ADCP reporter bioassays, expressing solely Fc&#x3b3;RIIa His or Fc&#x3b3;RIIa Arg, which allowed to connect functional proteoform differences solely to the Fc&#x3b3;RIIa allotype. In contrast, primary monocytes express Fc&#x3b3;RI, Fc&#x3b3;RIIb and Fc&#x3b3;RIIIa as well (<xref ref-type="bibr" rid="B3">3</xref>). The other Fc&#x3b3;Rs contribute additionally to the effector functions mediated by IgGs. The monocytes used in our study were engineered to express Fc&#x3b3;RIIa His but also express Fc&#x3b3;RI and potentially low levels of Fc&#x3b3;RIIIa. This makes the data more relevant for predicting <italic>in-vivo</italic> activity, but also more complicated to dissect the interplay of IgG1 proteoforms and individual Fc&#x3b3;Rs. We expect the potential impact from Fc&#x3b3;RIIIa-related activity on the overall ADCP to be negligible due to the low abundance compared to Fc&#x3b3;RIIa. Interference from Fc&#x3b3;RI was excluded since, to our knowledge, no impact of Asn 325 deamidation on Fc&#x3b3;RI binding has been reported and we did not observe a difference using SPR (100% relative binding after 4 weeks of thermal stress). In the future, monocytes isolated from patients with different Fc&#x3b3;RIIa allotypes (His/His, His/Arg, Arg/Arg) may help to better understand the <italic>in-vivo</italic> relevance of deamidated proteoforms.</p>
<p>The Fc&#x3b3;RIIa polymorphism has been associated with different clinical outcomes of diseases (<xref ref-type="bibr" rid="B64">64</xref>&#x2013;<xref ref-type="bibr" rid="B66">66</xref>). However, the main underlying mechanisms are currently not well understood. Further, ethnic differences with respect to Fc&#x3b3;RIIa polymorphism exist (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). Therefore, it is important to improve the understanding of Fc&#x3b3;RIIa-IgG interactions, in particular with respect to PTMs (<xref ref-type="bibr" rid="B69">69</xref>). The translation to patients requires more consideration regarding the immune status, i.e., amount and distribution of immune cells, which may overrule the dependence on Fc receptor polymorphism (<xref ref-type="bibr" rid="B64">64</xref>). Our findings are fundamental contributions to the functional and structural understanding of IgG1 proteoforms and are highly valuable for defining CQAs of therapeutic mAbs where ADCP contributes to the mechanism of action (<xref ref-type="bibr" rid="B70">70</xref>&#x2013;<xref ref-type="bibr" rid="B72">72</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<title>Conclusions</title>
<p>In conclusion, we presented an AC-MS guided function-structure approach to streamline the functional and structural assessment of IgG1 proteoforms with respect to Fc&#x3b3;RIIa-mediated ADCP activity. Our novel AC-MS assays provide unprecedented selectivity and sensitivity to robustly measure subtle affinity differences of heterogeneous proteoform mixtures. We demonstrated that a single amino acid substitution in the Fc&#x3b3;RIIa allotypes differently affected the affinity ranking of IgG1 glycoforms and deamidated IgG1 proteoforms. We showed for the first time an allotype-opposing effect of IgG1 Asn 325 deamidation on Fc&#x3b3;RIIa-mediated ADCP and unveiled the underlying structural mechanism. Our study highlights the importance of studying the interplay of PTM combinations, i.e., intact proteoforms, and Fc receptor allotypes, to advance the fundamental immunological understanding of antibody-mediated effector functions. The functional translation of our findings is limited to ADCP-surrogate bioassays and clinical implications remain to be further investigated. Further expansion of the Fc receptor affinity column toolbox and the extension of AC-MS applications to more PTMs, IgG1 allotypes, IgG subclasses and engineered IgGs are expected to drastically enhance the functional understanding of antibody proteoforms. In the future, this will potentially have implications for assessing and monitoring CQAs, engineering next-generation antibodies and providing more individualized patient therapies. We are confident that function-structure approaches guided by AC-MS are invaluable tools for the development of therapeutic antibodies from early-stage research to late-stage extended characterization.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The data presented in the study are deposited in the MassIVE repository, accession number MSV000092799.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>SL: Conceptualization, Data curation, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. KM: Conceptualization, Data curation, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SL: Conceptualization, Formal Analysis, Methodology, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. KW: Investigation, Methodology, Writing &#x2013; review &amp; editing. PL: Investigation, Methodology, Writing &#x2013; review &amp; editing. SP: Methodology, Resources, Writing &#x2013; review &amp; editing. FK: Methodology, Resources, Writing &#x2013; review &amp; editing. DR: Resources, Writing &#x2013; review &amp; editing. LC: Methodology, Writing &#x2013; review &amp; editing. AK: Conceptualization, Methodology, Resources, Supervision, Writing &#x2013; review &amp; editing. SI: Conceptualization, Investigation, Methodology, Supervision, Writing &#x2013; review &amp; editing. AD: Conceptualization, Investigation, Methodology, Supervision, Writing &#x2013; original draft, Resources, Writing &#x2013; review &amp; editing. FY: Conceptualization, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. TS: Conceptualization, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The authors declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>All authors are employees of Roche/Genentech.</p>
<p>The author(s) declared that one author was an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher's note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2023.1260446/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2023.1260446/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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