Theranostics 2020; 10(4):1746-1757. doi:10.7150/thno.39089 This issue Cite

Research Paper

The Influence of Glycans-Specific Bioconjugation on the FcγRI Binding and In vivo Performance of 89Zr-DFO-Pertuzumab

Delphine Vivier1*#, Kimberly Fung1,2*, Cindy Rodriguez1,2, Pierre Adumeau1#, Gary A. Ulaner3,4, Jason S. Lewis3,4,5, Sai Kiran Sharma3 Corresponding address, Brian M. Zeglis1,2,3 Corresponding address

1. Department of Chemistry, Hunter College, City University of New York, New York, NY, USA
2. Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, New York, NY, USA
3. Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
4. Department of Radiology, Weill Cornell Medical College, Center, New York, NY, USA
5. Program in Molecular Pharmacology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
*These two authors contributed equally to this work.
#Current address: Institut de Chimie Moléculaire de l'Université de Bourgogne, Dijon, France

Vivier D, Fung K, Rodriguez C, Adumeau P, Ulaner GA, Lewis JS, Sharma SK, Zeglis BM. The Influence of Glycans-Specific Bioconjugation on the FcγRI Binding and In vivo Performance of 89Zr-DFO-Pertuzumab. Theranostics 2020; 10(4):1746-1757. doi:10.7150/thno.39089.
Other styles

File import instruction


Graphic abstract

Rationale: The overwhelming majority of radioimmunoconjugates are produced via random conjugation methods predicated on attaching bifunctional chelators to the lysines of antibodies. However, this approach inevitably produces poorly defined and heterogeneous immunoconjugates because antibodies have several lysines distributed throughout their structure. To circumvent this issue, we have previously developed a chemoenzymatic bioconjugation strategy that site-specifically appends cargoes to the biantennary heavy chain glycans attached to CH2 domains of the immunoglobulin's Fc region. In the study at hand, we explore the effects of this approach to site-specific bioconjugation on the Fc receptor binding and in vivo behavior of radioimmunoconjugates.

Methods: We synthesized three desferrioxamine (DFO)-labeled immunoconjugates based on the HER2-targeting antibody pertuzumab: one using random bioconjugation methods (DFO-nsspertuzumab) and two using variants of our chemoenzymatic protocol (DFO-sspertuzumab-EndoS and DFO-sspertuzumab-βGal). Subsequently, we characterized these constructs and evaluated their ability to bind HER2, human FcγRI (huFcγRI), and mouse FcγRI (muFcγRI). After radiolabeling the immunoconjugates with zirconium-89, we conducted PET imaging and biodistribution studies in two different mouse models of HER2-expressing breast cancer.

Results: MALDI-ToF and SDS-PAGE analysis confirmed the site-specific nature of the bioconjugation, and flow cytometry and surface plasmon resonance (SPR) revealed that all three immunoconjugates bind HER2 as effectively as native pertuzumab. Critically, however, SPR experiments also illuminated that DFO-sspertuzumab-EndoS possesses an attenuated binding affinity for huFcγRI (17.4 ± 0.3 nM) compared to native pertuzumab (4.7 ± 0.2 nM), DFO-nsspertuzumab (4.1 ± 0.1 nM), and DFO-sspertuzumab-βGal (4.7 ± 0.2 nM). ImmunoPET and biodistribution experiments in athymic nude mice bearing HER2-expressing BT474 human breast cancer xenografts yielded no significant differences in the in vivo behavior of the radioimmunoconjugates. Yet experiments in tumor-bearing humanized NSG mice revealed that 89Zr-DFO-sspertuzumab-EndoS produces higher activity concentrations in the tumor (111.8 ± 39.9 %ID/g) and lower activity concentrations in the liver and spleen (4.7 ± 0.8 %ID/g and 13.1 ± 4.0 %ID/g, respectively) than its non-site-specifically labeled cousin, a phenomenon we believe stems from the altered binding of the former to huFcγRI.

Conclusion: These data underscore that this approach to site-specific bioconjugation not only produces more homogeneous and well-defined radioimmunoconjugates than traditional methods but may also improve their in vivo performance in mouse models by reducing binding to FcγRI.

Keywords: 89Zr, pertuzumab, HER2, site-specific, glycans, immunoPET, radioimmunoconjugate


In recent years, 89Zr-labeled antibodies have emerged as promising agents for the positron emission tomography (PET) imaging of cancer [1]. Indeed, 89Zr is nearly ideally suited for immunoPET because its physical half-life (t1/2 = 3.3 days) aligns perfectly with the biological half-life of full-length antibodies [2-4]. Recently, two radioimmunoconjugates targeting different epitopes of human epidermal growth factor receptor-2 (HER2) — 89Zr-DFO-trastuzumab and 89Zr-DFO-pertuzumab — have shown significant clinical potential in patients with HER2-positive breast cancer [5, 6]. Yet despite the promise of 89Zr-labeled antibodies, the current synthetic methodologies used to create them are suboptimal at best. The majority of radioimmuno-conjugates are produced via random conjugation methods in which bifunctional chelators — in the case of 89Zr, desferrioxamine (DFO) — are attached to the lysines of the antibody [7]. Yet because antibodies have several lysines distributed throughout their structure, this approach produces poorly defined and heterogeneous immunoconjugates that can suffer from impaired immunoreactivity.

A variety of different site-specific bioconjugation methods have been developed to circumvent these problems, including strategies based on thiol-reactive probes, peptide tags, and non-canonical amino acids [7-9]. The benefits of site-specific bioconjugation are clear. Irrespective of the modification method, site-specifically modified immunoconjugates have been shown to be more homogeneous, better-defined, more reproducibly synthesized, and more effective in vivo than their randomly modified counterparts [7, 10-14]. Moreover, several reports have shown that site-specifically modified radioimmunoconjugates exhibit improved in vivo behavior compared to randomly labeled analogues [15-20].

Over the last half-decade, our laboratory and others have worked to develop chemoenzymatic approaches to site-specific bioconjugation capable of selectively appending cargoes — including fluorophores, chelators, and toxins — to the heavy chain glycans on the CH2 domain of an antibody's Fc region [10, 14-16, 21-23]. These biantennary sugar chains are particularly attractive sites for modification as they offer biochemically unique handles for manipulation and lie far from the antigen-binding domains of the immunoglobulin. Our strategy approach is predicated on three steps. First, one of two enzymes is used to truncate the glycans: either β-galactosidase (βGal, which removes the outermost monosaccharides) or endoglycosidase (EndoS, which hydrolyzes the chitobiose core of the glycans, leaving only the innermost residue). Second, a mutant, promiscuous galactosyltransferase [GalT-(Y289L)] is used to install azide-modified galactose residues (GalNAz) into the sugar chains. And finally, dibenzocyclooctyne-bearing cargoes are appended to the azide-bearing sugars via the strain-promoted azide-alkyne click (SPAAC) reaction. We have demonstrated that this strategy produces well-defined, more homogeneous immunoconjugates with excellent in vivo behavior using several model systems and a range of different payloads, and we are currently bringing this technology to the clinic [8, 15, 16].

In the work at hand, we set out to explore the influence of site-specific bioconjugation on the in vivo performance of radioimmunoconjugates. This investigation is fueled in large part by recent results from our laboratory that suggest that the truncation of the heavy chain glycans of radioimmunoconjugates can reduce their retention in healthy non-target organs and boost their accretion in tumor tissue [24, 25]. We hypothesize that the root of this phenomenon lies in the conformational change that occurs upon the deglycosylation of the immunoglobulin. This change attenuates the binding of the immunoconjugate to FcγRI, an Fc receptor that is expressed on the surface of monocytes, macrophages, and tissue-resident macrophages in the liver [26, 27]. It is important to note that we have focused on FcγRI in this investigation because it is the only member of the FcγR family that is able to bind monomeric IgGs; the others, FcγRII and FcγRIII, prefer to bind to immune-complexes [28]. Due to its clinical relevance, we selected pertuzumab — a monoclonal antibody that targets the HER2 antigen over-expressed in 20-30% of breast cancers — for this proof-of-concept study [29, 30]. In fact, the first-in-human clinical trial of 89Zr-DFO-pertuzumab in patients with HER2-positive breast cancer was conducted in 2017 [5]. Here, we synthesized three desferrioxamine-labeled pertuzumab immunoconjugates: one using traditional, random bioconjugation methods (DFO-nsspertuzumab) and two using our chemoenzymatic protocol (DFO-sspertuzumab-EndoS and DFO-sspertuzumab-βGal). Subsequently, we structurally characterized the trio of constructs, interrogated their ability to bind recombinant HER2 as well as human and mouse FcγRI, explored their in vitro behavior with HER2-positive BT474 human breast cancer cells, and evaluated their in vivo performance in two different mouse models of HER2-expressing human breast cancer, including one using humanized NSG (huNSG) mice. Taken together, the data clearly illustrate that site-specific bioconjugation not only produces more homogeneous and well-defined radioimmuno-conjugates than traditional methods but can also improve their in vivo performance in certain mouse models and — potentially — patient populations. While our laboratory and others have indeed previously noted the improved in vivo performance of radioimmunoconjugates that have been modified on the heavy chain glycans, this investigation represents the first exploration of why this may be the case [15-17].


Reagents and General Procedures

All chemicals, unless otherwise noted, were acquired from Sigma-Aldrich or Fisher Scientific and used as received without further purification. All water used was ultra-pure (>18.2 MΩcm-1), and dimethylsulfoxide was of molecular biology grade (>99.9%). DFO-nsspertuzumab, DFO-sspertuzumab-βGal, and DFO-sspertuzumab-EndoS were prepared according to published protocols and characterized via SDS-PAGE, MALDI-ToF mass spectrometry, and ELISA according to previously reported methods [15, 16]. [89Zr]Zr(oxalate) was produced and purified via the 89Y(p,n)89Zr reaction at Memorial Sloan Kettering Cancer Center as previously described. Activity measurements were made using a CRC-15R Dose Calibrator (Capintec, Inc.), and experimental samples were counted on an Automatic Wizard2 γ-counter (PerkinElmer, Inc.). The radiolabeling of the pertuzumab immunoconjugates with [89Zr]Zr4+ was performed according to published procedures and monitored using silica-impregnated instant thin-layer chromatography (iTLC) paper (Pall Corp.) on an AR-2000 radio-TLC plate reader (Bioscan, Inc.). Mice were implanted with HER2-positive BT474 human breast cancer xenografts as previously reported, and PET imaging and acute biodistribution experiments were performed according to published protocols approved by the Institutional Animal Care and Use Committees of Hunter College, Weill Cornell Medical College, and Memorial Sloan Kettering Cancer Center [15, 16].

Surface Plasmon Resonance

Binding affinities (KD) and kinetic constants (ka and kd) for pertuzumab as well as the three DFO-modified immunoconjugates — DFO-nsspertuzumab, DFO-sspertuzumab-βGal and DFO-sspertuzumab-EndoS — were determined via surface plasmon resonance (SPR) on a Biacore T200 instrument (GE Healthcare).

First, in order to characterize the impact of bioconjugation on the immunoreactivity of pertuzumab for its cognate antigen, SPR experiments (n = 3 per construct) with HER2 were performed. To this end, pertuzumab or its DFO-modified immunoconjugates were captured as the ligand on a Protein A sensor chip (29-1275-56, GE Healthcare) by diluting the IgG to a concentration of 1 μg/mL in HBS-EP+ buffer (BR100188, GE Healthcare) and injecting it over a Series S protein A sensor chip for 30 s at a flow rate of 5 μL/min. Next, purified recombinant human HER2 protein (HE2-H822R Acro Biosystems) was used as the analyte and flowed over the functionalized sensor chip. The binding kinetics were evaluated over a range of HER2 concentrations in HBS-EP+ buffer (25 nM, 12.5 nM, 6.25 nM, 3.13 nM, 1.56 nM, 0.78 nM, 0.39 nM and 0.195 nM), with each concentration injected for 5 minutes at a flow rate of 5 µL/min to facilitate binding with the immunoconjugate captured on the sensor chip. The dissociation phase was evaluated by allowing the binding buffer (HBS-EP+) to flow (5 µL/min) over the sensor chip for 900 s for the highest analyte concentration (25 nM) and 300 s for all other concentrations. The regeneration buffer (10 mM Glycine-HCl pH 1.5) was then passed over the chip surface for 1 min at a flow rate of 5 µL/min to achieve complete dissociation of the captured antibody and any remaining immunocomplexes. And finally, HBS-EP+ buffer was flowed over the chip for 2 min at 5 µL/min to stabilize the protein A chip surface prior to the injection of the next sample.

Next, to investigate the impact of bioconjugation and deglycosylation on the interaction between the immunoconjugates and Fc receptors, we turned to SPR experiments with the human and murine variants of the high affinity Fc-receptor: FcγRI. With respect to the former, a histidine-tagged variant of recombinant human FcγRI (500238; NovoPro Labs) was used as the ligand. A Series S sensor chip CM5 (29401988; GE Healthcare) was functionalized with an anti-histidine antibody using components from the His-capture kit (28995056; GE Healthcare) and the amine coupling kit (BR-1000-50; GE Healthcare) following the standard procedure prescribed by the application wizard on the Biacore T200. After the chip was functionalized, a 0.8 nM solution of huFcR1 in running buffer (HBS-P+ buffer containing 50 μM EDTA) was injected over flow cell 2 for 60 s at a flow rate of 10 μL/min. Subsequently, high performance injections of various concentrations of pertuzumab or its DFO-modified conjugates (100 nM, 50 nM, 25 nM, 12.5 nM, 6.25 nM, 3.13 nM, 1.56 nM, and 0.78 nM) were performed over flow cells 1 and 2 for 5 min at a flow-rate of 30 μL/min. The dissociation of the analyte was evaluated by allowing the running buffer to flow over the chip surface for 5 min. Finally, the chip surface was regenerated using a 60 s injection of 10 mM Glycine-HCl (His-capture kit) at a flow-rate of 30 μL/min, followed by an extra wash with the running buffer. A similar — though slightly modified — experimental set up was used to evaluate the interaction between the immunoconjugates and murine FcγRI (muFcγRI). Here, a 2.4 nM solution of histidine-tagged mouse FcγRI (2074-FC; R&D Systems) was captured on the same series S CM5 sensor chip as used above. Based on preliminary indications suggesting rapid on- and off-rates, the association and dissociation phases for all of the pertuzumab-muFcγRI interactions were evaluated over a shorter time window: 120 s. The Biacore T200 evaluation software was used to analyze the kinetic data. A 1:1 fit (RI set to 0) was used to derive kinetic constants for the interactions between the immunoconjugates and both HER2 and huFcγRI. In contrast, the rapid on- and off-rates observed in case of muFcγRI warranted analysis using steady-state kinetics.

Statistical analysis

Data were analyzed by the unpaired, two-tailed Student's t test. Differences at the 95% confidence level (p < 0.05) were considered to be statistically significant.


Model System, Synthesis, and Characterization

Assembling the three components of the model system for this proof-of-concept study was fairly straightforward. Zirconium-89 (t1/2 ~ 3.3 d) is the radionuclidic gold standard for immunoPET, and desferrioxamine (DFO) remains the only clinically-employed chelator for the radiometal (though several other options are on the cusp of being tested in the clinic) [1]. The identity of the antibody presented a wider array of options, but the HER2-targeting pertuzumab emerged as the ideal candidate. Indeed, the recent clinical translation of 89Zr-DFO-pertuzumab at Memorial Sloan Kettering Cancer Center not only illustrated the clinical promise of the radiotracer but also — and just as importantly — paved the way for future clinical comparisons with a site-specifically labeled variant of the radioimmunoconjugate.

The non-site-specifically modified immunoconjugate — DFO-nsspertuzumab — was prepared according to published procedures via the random conjugation of an isothiocyanate-bearing variant of DFO (p-SCN-Bn-DFO) to the lysines of the antibody (Figure 1A) [31]. MALDI-ToF analysis of the resulting immunoconjugate - DFO-nsspertuzumab - revealed an average of 1.4 ± 0.4 DFO attached per antibody (Supplemental Figures S1-S6 and Table S1). The site-specifically modified immunoconjugates were synthesized using a chemoenzymatic method developed in our laboratory [15, 16]. Briefly, pertuzumab was first treated with one of two enzymes in order to expose terminal N-acetylglucosamine residues: β-1,4-galactosidase, which removes the terminal galactose residues of the glycans, or EndoS, which hydrolyzes the chitobiose core of the asparagine-linked glycans (Figure 1B-C). The resulting constructs were then incubated with the promiscuous galactosyltransferase Gal-T1(Y289L) and the monosaccharide UDP-GalNaz to incorporate azides into the remaining glycans. Finally, the chelator desferrioxamine (DFO) was introduced via the strain promoted alkyne-azide cycloaddition between dibenzocyclooctyne (DBCO)-DFO and the azide-bearing glycans, ultimately providing DFO-sspertuzumab-βGal or DFO-sspertuzumab-EndoS. Sodium dodecyl sulfate-polyacrylamine gel electrophoresis (SDS-PAGE) confirmed the site-specificity of the modification (Supplemental Figure S7), size exclusion chromatography illustrated that none of the immunoconjugates forms aggregates (Supplemental Figures S8-S11), and MALDI-ToF mass spectrometry revealed degrees of labeling of 2.6 ± 0.1 DFO/mAb for DFO-sspertuzumab-βGal and 1.3 ± 0.2 DFO/mAb for DFO-sspertuzumab-EndoS (Table S1).

In vitro characterization

The ability of the immunoconjugates to bind HER2 was first interrogated via SPR assays. These experiments revealed that native pertuzumab, DFO-nsspertuzumab, DFO-sspertuzumab-βGal, and DFO-sspertuzumab-EndoS all exhibit nearly identical values for KD (~0.14-0.16 nM), ka (1.9-2.1 × 105 M-1s-1), and kd (2.7-3.1 × 10-5 M-1) (Table 1 and Supplemental Figure S12). These results were confirmed with flow cytometry experiments using HER2-expressing BT474 human breast cancer cells (Supplemental Figure S13). Taken together, these data suggest that the switch to site-specific bioconjugation does not perturb the ability of the immunoconjugates to bind their target antigen.

In light of our recent work on the interplay between the glycosylation, Fc receptor binding, and in vivo performance of radioimmunoconjugates (see Discussion), we also probed the binding of the three immunoconjugates to murine and human FcγRI via ELISA and SPR. The ELISA data illustrate that DFO-sspertuzumab-EndoS exhibits attenuated binding to huFcγRI compared to DFO-nsspertuzumab (Figure 2A). Somewhat surprisingly, DFO-sspertuzumab-βGal also exhibits decreased binding to huFcγRI, though not to the same degree as its more truncated counterpart. These data are generally reinforced by the ELISA experiments with muFcγRI, though a higher concentration of immunoconjugate was needed to generate meaningful data due to the lower affinity of the murine receptor for the human IgGs. Here, DFO-sspertuzumab-EndoS again displays reduced binding to muFcγRI compared to DFO-nsspertuzumab, while DFO-sspertuzumab-βGal occupies a middle ground.

Broadly speaking, the SPR data confirm the ELISA findings (Figure 2B-D and Table 2) and are in strong agreement with our recent findings on deglycosylated radioimmunoconjugates [24]. With respect to huFcγRI, it is clear that the truncation of the heavy glycans exerts a strong influence on binding. More specifically, native pertuzumab (4.7 ± 0.2 × 10-9 M), DFO-nsspertuzumab (4.1 ± 0.1 × 10-9 M), and DFO-sspertuzumab-βGal (4.7 ± 0.2 × 10-9 M) exhibit similar binding affinities for the receptor, while that of DFO-sspertuzumab-EndoS is weaker: 17.4 ± 0.3 × 10-9 M (Table 2). A similar trend is seen in the kinetic parameters. Here, the EndoS-modified immunoconjugate has a slower on-rate and an accelerated off-rate compared to the other immunoconjugates. These differences translate to a shorter interaction half-time for DFO-sspertuzumab-EndoS (3.0 ± 0.1 min) compared to native pertuzumab (7.3 ± 0.1 min), DFO-nsspertuzumab (7.4 ± 0.4 min), and DFO-sspertuzumab-βGal (8.0 ± 0.3 min).

The parallel examination of the interactions between the pertuzumab immunoconjugates and murine FcγRI revealed a similar overall trend but also a few key differences. While all four immunoconjugates displayed 50-fold lower binding constants for muFcγRI compared to huFcγRI, unmodified pertuzumab (2.5 ± 0.1 × 10-7 M), DFO-nsspertuzumab (2.5 ± 0.2 × 10-7 M), and DFO-sspertuzumab-βGal (2.1 ± 0.1 × 10-7 M) still retained higher affinities than DFO-sspertuzumab-EndoS (1.1 ± 0.1 × 10-6 M). Furthermore, the quartet of immunoconjugates displayed rapid on- and off-rates for binding to muFcγRI, thereby necessitating the analysis of the interaction using steady-state kinetics and abrogating the determination of kinetic parameters.

 Figure 1 

The construction of the pertuzumab immunoconjugates: DFO-nsspertuzumab (top), DFO-sspertuzumab-βGal (middle), and DFO-sspertuzumab-EndoS (bottom).

Theranostics Image
 Table 1 

SPR-derived binding parameters for the pertuzumab immunoconjugates and HER2.

Theranostics Image
 Table 2 

SPR-derived binding parameters for the pertuzumab immunoconjugates and human and murine FcγRI.

Theranostics Image


The immunoconjugates were subsequently radiolabeled with 89Zr using standard protocols, producing a trio of radioimmunoconjugates in >95% radiochemical yield and >99% radiochemical purity with similar specific activities of 96.2 ± 1.1 MBq/mg (14.4 ± 0.2 GBq/μmol) for 89Zr-DFO-nsspertuzumab, 96.2 ± 1.5 MBq/mg (14.4 ± 0.2 GBq/μmol) for 89Zr-DFO-sspertuzumab-βGal, and 97.7 ± 0.7 MBq/mg (14.7 ± 0.1 GBq/μmol) for 89Zr-DFO-sspertuzumab-EndoS. A subsequent stability study in human serum at 37 °C revealed that over the course of a week, the three radioimmunoconjugates demonstrated >85% stability (Supplemental Figure S14). Similarly, a bead-based HER2 binding assay (see Supplemental Methods) yielded nearly identical immunoreactivities for the radioimmunoconjugates: 79 ± 4%, 92 ± 2%, 88 ± 3% for 89Zr-DFO-nsspertuzumab, 89Zr-DFO-sspertuzumab-βGal, and 89Zr-DFO-sspertuzumab-EndoS, respectively.

In vivo behavior

In order to compare the in vivo performance of the radioimmunoconjugates, PET imaging and biodistributions experiments were first conducted in athymic nude mice bearing subcutaneous HER2-expressing BT474 xenografts. PET images were collected at 24, 48, 96 and 144 h after the intravenous administration of each radioimmunoconjugate (200 μCi, 7.4 MBq, 70-80 μg). As early as 24 h post injection (p.i.) the tumors could easily be delineated in the images acquired with all three radioimmuno-conjugates (Figure 3A). Over the course of 6 days, the activity concentrations in the tumor increased dramatically, while the uptake in the blood decreased apace. The biodistribution data confirm the observations made via PET: as the experiment progressed, activity concentrations in the tumor increased, ultimately producing excellent tumor-to-healthy organ activity concentration ratios (Figure 3B; Supplemental Tables S2 and S3). Critically, very few qualitative or quantitative differences were found between the images and uptake values obtained with each of the radioimmunoconjugates.

As we have noted, the initial in vivo experiments did not reveal any differences between the performances of the three radioimmunoconjugates. However, pertuzumab is a humanized antibody, athymic nude mice express murine (rather than human) FcγRI, and — as we have seen — the affinity of the pertuzumab-based immunoconjugates for muFcγRI is rather low. In order to investigate this phenomenon in a more appropriate mouse model, we turned to humanized NOD scid gamma (huNSG) mice. HuNSG mice are NSG mice that were sub-lethally irradiated 3 weeks after birth and then reconstituted with human hematopoietic stem cells in order to facilitate the expression of a functional human immune system, including human NK cells, dendritic cells, T cells, B cells, and monocytes [32-35]. PET imaging was performed using huNSG mice bearing subcutaneous HER2-expressing BT474 xenografts (Figure 4A). The images reveal stark differences between the randomly-labeled radioimmunconjugate and the two site-specifically labeled variants. To wit, 89Zr-DFO-nsspertuzumab produces lower tumor uptake and higher activity concentrations in healthy organs — specifically, the liver, spleen, and bones — than 89Zr-DFO-sspertuzumab-EndoS and 89Zr-DFO-nsspertuzumab-βGal. The biodistribution data at 120 h p.i. tell a slightly more nuanced story (Figure 4B; Supplemental Tables S4 and S5). 89Zr-DFO-sspertuzumab-EndoS produces higher activity concentrations in the tumor compared to 89Zr-DFO-nsspertuzumab (111.8 ± 39.9 %ID/g vs. 46.1 ± 16.5 %ID/g; p < 0.05) as well as lower uptake in the liver (4.7 ± 0.8 %ID/g vs. 10.3 ± 2.7 %ID/g; p < 0.05) and spleen (13.1 ± 4.0 %ID/g 44.8 ± 7.9 %ID/g; p < 0.05). Interestingly, the biodistribution of 89Zr-DFO-nsspertuzumab-βGal presents an intermediate case. Its activity concentration in the tumor (77.5 ± 12.6 %ID/g) is greater than that of 89Zr-DFO-nsspertuzumab, though statistically significant differences in the uptake of the two radioimmunoconjugates in the liver and spleen were not observed.

 Figure 2 

Comparative SPR and ELISA analysis of the interaction between the pertuzumab immunoconjugates and recombinant human and mouse FcγRI. (A) ELISA data demonstrating the binding of the immunoconjugates to huFcγRI (10 μg/mL; left) and muFcγRI (10 μg/mL; right); (B) Sensorgrams showing robust dose-response curves and kinetic profiles for the binding of various concentrations of native pertuzumab and the DFO-bearing immunoconjugates to huFcγRI; (C) Bar graphs demonstrating the correlation between deglycosylation and binding affinity (KD), on-rate (ka), off-rate (kd) and half-life (t1/2). The binding affinity, kinetic constants and half-lives for each of the DFO-bearing immunoconjugates were compared with those obtained for unmodified pertuzumab; (D) Sensorgrams showing robust dose-response curves and kinetic profiles for the binding of various concentrations of native pertuzumab and the DFO-bearing immunoconjugates to muFcγRI. Statistically significant relationships are indicated with asterisks. * = p < 0.05, ** = p < 0.005, *** = p < 0.0005, **** = p < 0.00001.

Theranostics Image


While the advent of radioimmunoconjugates for nuclear imaging and therapy has coincided with the rise of 'precision medicine', the strategies used to create these tools have long remained surprisingly imprecise. The random conjugation of bifunctional chelators to the lysine residues of immunoglobulins is an undeniably simple approach that nonetheless produces poorly defined and heterogeneous immunoconjugates and risks compromising their bioactivity. The chemoenzymatic bioconjugation methodology that we have developed over the last five years offers a facile — though admittedly slightly more complex — route to better defined, more homogeneous, and highly immunoreactive agents. The key, of course, lies in leveraging the heavy chain glycans, as these biantennary sugar chains provide a handle for selective manipulation, a limited number (i.e. 2 or 4) of conjugation sites, and distance from the immunoglobulin's antigen-binding domains.

 Figure 3 

(A) Planar (left) and maximum intensity projection (MIP, right) PET images of athymic nude mice bearing subcutaneous BT474 xenografts injected with the three 89Zr-DFO-pertuzumab radioimmunoconjugates (179 - 192 μCi, 6.6 - 7.1 MBq, 85 - 92 μg, in 200 μL 0.9% sterile saline). (B) Biodistribution data for athymic nude mice bearing HER2-expressing BT474 xenografts injected with 89Zr-DFO-nsspertuzumab, 89Zr-DFO-sspertuzumab-EndoS, or 89Zr-DFO-sspertuzumab-βGal (lateral tail vein injection, 15 - 20 µCi, 0.56 - 0.74 MBq, 6 - 9 µg).

Theranostics Image

In the case at hand, the very nature of the modification strategy dictates that both DFO-sspertuzumab-EndoS and DFO-nsspertuzumab-βGal are better defined and more homogeneous than DFO-nsspertuzumab. Yet beyond this fundamental — and important — difference, the three immunoconjugates proved very similar according to the metrics upon which immunoconjugates are traditionally evaluated. SPR assays revealed that each boasts sub-nanomolar KD values for HER2 (0.14 nM - 0.16 nM) that are essentially identical to that of the parent antibody, findings that were reinforced by FACS with HER2-expressing BT474 cells. The similarities continued upon radiolabeling: 89Zr-DFO-nsspertuzumab, 89Zr-DFO-sspertuzumab-EndoS, and DFO-nsspertuzumab-βGal were produced in similar radiochemical yields and radiochemical purities and exhibited nearly identical specific activities, stabilities, and immunoreactivities. Clearly, this approach to bioconjugation provides structural benefits without any attendant costs when it comes to antigen binding and radiosynthesis.

 Figure 4 

(A) Planar (left) and maximum intensity projection (MIP, right) PET images of huNSG mice bearing subcutaneous BT474 xenografts collected between 24 and 144 h after the administration of the three radioimmunoconjugates (209 - 218 μCi, 7.7 - 8.1 MBq, 80 - 83 μg, in 200 μl 0.9% sterile saline); (B) Biodistribution data for 89Zr-DFO-nsspertuzumab, 89Zr-DFO-sspertuzumab-βGal, and 89Zr-DFO-sspertuzumab-EndoS 144 hours following administration in huNSG mice bearing subcutaneous HER2-expressing BT474 xenografts. T = tumor; L = liver; S = spleen; B = bone. * = p < 0.05.

Theranostics Image

Things become more interesting — and more complicated — when we consider that the manipulation of the heavy chain glycans is not necessarily benign. As we have noted, the heavy chain glycans play an important role in the structure of immunoglobulins and, as a result, their ability to bind Fcγ receptors, most notably FcγRI. We recently explored the interplay between the truncation of the heavy chain glycans, FcγRI binding, and the in vivo behavior of randomly-modified radioimmuno-conjugates using a series of 89Zr-labeled variants of the HER2-targeting antibody trastuzumab [24]. More specifically, we observed that the truncation (via EndoS) or removal (via PNGaseF) of the heavy chain glycans of 89Zr-DFO-trastuzumab attenuated the binding of the radioimmunoconjugates to FcγRI and improved in vivo performance in tumor-bearing NSG and huNSG mice. Critically, our results are corroborated by the work of others on antibody-drug conjugates and fluorophore-modified antibodies [36, 37].

This investigation extends our previous work to include a systematic evaluation of immunoconjugates created using both chemoenzymatic methods of bioconjugation. Both of the site-specifically modified immunoconjugates in this study have altered glycans: those of DFO-sspertuzumab-βGal have simply been modified by the addition (via SPAAC) of DFO, while those of DFO-sspertuzumab-EndoS have been truncated and modified with the chelator. These two bioconjugation pathways had little influence on the ability of the immunoconjugates to bind HER2 (vide supra), but they did impact their ability to bind human and murine FcγRI. Both the ELISA and SPR data illustrate that DFO-sspertuzumab-EndoS exhibits attenuated binding to huFcγRI compared to native pertuzumab and DFO-nsspertuzumab, with the SPR data revealing both thermodynamic and kinetic effects. While the immunoconjugates displayed lower binding affinities for muFcγRI across the board, DFO-sspertuzumab-EndoS again exhibited attenuated binding compared to the trio of fully glycosylated analogues according to both SPR and ELISA. Things become more complicated with DFO-sspertuzumab-βGal. In this case, both the ELISA and the SPR data agree that the immunoconjugate exhibits similar affinity to native pertuzumab and DFO-nsspertuzumab for muFcγRI. In the case of huFcγRI, however, the ELISA and SPR data diverge slightly. The ELISA data shows that DFO-sspertuzumab-βGal displays a decreased affinity for huFcγRI compared to DFO-nsspertuzumab and DFO-sspertuzumab-EndoS, while the SPR data suggest that its binding to huFcγRI is nearly identical to that of the two fully glycosylated analogues. These slight deviations may simply be the result of inherent differences between the assays, especially since some small differences in the kinetic parameters of the binding of DFO-sspertuzumab-βGal to huFcγRI can be seen in the SPR data.

With the relationship between glycans-specific bioconjugation and FcγRI binding largely established, the next step was to investigate whether these differences translate into changes in in vivo performance. As we have discussed (see Results), the three radioimmunoconjugates — 89Zr-DFO-nsspertuzumab, 89Zr-DFO-sspertuzumab-EndoS, 89Zr-DFO-sspertuzumab-βGal — exhibited all but identical behavior in athymic nude mice, suggesting that neither the increased homogeneity nor the attenuated FcγRI binding conferred by site-specific bioconjugation translates to significant in vivo improvements in this particular mouse model. These results are similar to those observed in our previous work and likely stem from the presence of endogenous murine IgG, the model's expression of muFcγRI (rather than huFcγRI), and the immunoconjugates' lower binding affinities for muFcγRI compared to huFcγRI [24, 38, 39].

The results in the huNSG mice — which, of course, express huFcγRI rather than muFcγRI — tell a more interesting story. In this model, 89Zr-DFO-sspertuzumab-EndoS exhibited lower activity concentrations in the liver and spleen and higher uptake in the tumor than 89Zr-DFO-nsspertuzumab, results consistent with reductions in the interaction between 89Zr-DFO-sspertuzumab-EndoS and FcγRI receptors expressed by monocytes, macrophages, and tissue-resident macrophages in the liver and spleen. The more subtle differences between the tumoral, hepatic, and splenic activity concentrations of 89Zr-DFO-sspertuzumab-βGal and 89Zr-DFO-nsspertuzumab suggest an intermediate case that may relate to the less pronounced differences between the FcγRI binding of the two radioimmunoconjugates or to the increased homogeneity of the former relative to the latter. In light of these data, however, it is important to reinforce that huNSG mice are far from a flawless animal model. To wit, while they do express endogenous IgG (202 ± 67 μg/mL), the lack of class switching from the isotype IgM to the isotype IgG results in significantly lower titers than in immunocompetent strains and most human patients. This phenomenon can most likely be linked to the lack of B-cell maturation in huNSG mice due to the absence of follicular dendritic cells, germinal centers, and functional lymph nodes [32, 33, 40]. As a result, huNSG mice may not provide the most accurate reflections of the behavior of these 'immune-silent' radioimmunoconjugates in immunocompetent patients. To remedy this limitation, we are currently working with collaborators to build and utilize murine models of disease that offer even more clinically relevant FcγR expression profiles and recapitulations of the human immune environment.


In the preceding pages, we have demonstrated that the site-specific bioconjugation of antibodies via the manipulation of the heavy chain glycans not only facilitates the reproducible synthesis of better-defined and more homogenous immunoconjugates but can also provide radiotracers with improved in vivo performance. More specifically, compared to a traditional approach to antibody modification, the site-specific bioconjugation of pertuzumab using EndoS produces well-defined and highly immunoreactive immunoconjugates with attenuated binding to murine and human FcγRI. This approach improves in vivo behavior in certain immunocompromised mouse models (i.e. huNSG), a result that can have important implications for preclinical research. In retrospect, the lack of any fundamental differences in the antigen-binding behavior of the radioimmunoconjugates upon site-specific bioconjugation was actually advantageous, as it allowed us to parse between changes in biodistribution due to differences in immunoreactivity and changes in biodistribution due to differences in FcγRI binding (vide infra). It remains unclear whether this phenomenon could prove beneficial in the context of clinical immunoPET, though we hypothesize that it is most likely to improve imaging results in immunosuppressed patients with low titers of endogenous IgG. Moving forward, we plan to interrogate the utility of this phenomenon in the context of radioimmuno-therapeutics and antibody-drug conjugates. Furthermore — and undeniably more importantly — an upcoming clinical trial comparing the in vivo performance of 89Zr-DFO-nsspertuzumab and 89Zr-DFO-sspertuzumab-EndoS will certainly help resolve the question of the applicability of this work to human immunoPET.


PET: positron emission tomography; DFO: desferrioxamine; %ID/g: percent injected dose per gram; p.i.: post-injection; NCS: isothiocyanate; DBCO: dibenzocyclooctyne.

Supplementary Material

Supplementary materials and methods, figures and tables.



The authors are grateful for the generous financial support of the National Institutes of Health: R01CA240963 (BMZ), U01CA221046 (BMZ/JSL), R01CA204167 (BMZ/JSL/GAU), R35CA232130 (JSL). Services provided by the MSKCC Small-Animal Imaging Core Facility were supported by NIH grants R24 CA83084 and P30 CA08748.

Author Contributions

The manuscript was written with contributions from all of the authors. All authors have given approval to the final version of the manuscript.


All animals were treated according to the guidelines approved by the Research Animal Resource Center and Institutional Animal Care and Use Committees at Hunter College, Weill Cornell Medical College, and Memorial Sloan Kettering Cancer Center.

Competing Interests

The authors have declared that no competing interest exists.


1. Deri MA, Zeglis BM, Francesconi LC, Lewis JS. PET imaging with ⁸⁹Zr: From radiochemistry to the clinic. Nucl. Med. Biol. 2013;40:3-14

2. Dijkers EC, Oude Munnink TH, Kosterink JG, Brouwers AH, Jager PL, Jong JR. et al. Biodistribution of 89Zr-trastuzumab and PET imaging of HER2-positive lesions in patients with metastatic breast cancer. Clin. Pharmacol. Ther. 2010;87:586-592

3. Gaykema SBM, Brouwers AH, Lub-de Hooge MN, Pleijhuis RG, Timmer-Bosscha H, Pot L. et al. 89Zr-Bevacizumab PET imaging in primary breast cancer. J. Nucl. Med. 2013;54:1014-1018

4. Marquez BV, Ikotun OF, Zheleznyak A, Wright B, Hari-Raj A, Pierce RA. et al. Evaluation of 89Zr-pertuzumab in breast cancer xenografts. Mol. Pharm. 2014;11:3988-3995

5. Ulaner GA, Lyashchenko SK, Riedl C, Ruan S, Zanzonico PB, Lake D. et al. First-in-human human epidermal growth factor receptor 2-targeted imaging using 89Zr-pertuzumab PET/CT: Dosimetry and clinical application in patients with breast cancer. J. Nucl. Med. 2018;59:900-906

6. Ulaner GA, Hyman DM, Ross DS, Corben A, Chandarlapaty S, Goldfarb S. et al. Detection of HER2-positive metastases in patients with HER2-negative primary breast cancer using 89Zr-trastuzumab PET/CT. J. Nucl. Med. 2016;57:1523-1528

7. Agarwal P, Bertozzi CR. Site-specific antibody-drug conjugates: The nexus of bioorthogonal chemistry, protein engineering, and drug development. Bioconjugate Chem. 2015;26:176-192

8. Adumeau P, Sharma SK, Brent C, Zeglis BM. Site-specifically labeled immunoconjugates for molecular imaging-part 1: cysteine residues and glycans. Mol. Imag. Biol. 2016;18:1-17

9. Adumeau P, Sharma SK, Brent C, Zeglis BM. Site-specifically labeled immunoconjugates for molecular imaging-part 2: peptide tags and unnatural amino acids. Mol. Imag. Biol. 2016;18:153-165

10. Zhou Q. Site-specific antibody conjugation for ADC and beyond. Biomedicines. 2017;5:64

11. Boswell CA, Mundo EE, Zhang C, Bumbaca D, Valle NR, Kozak KR. et al. Impact of drug conjugation on pharmacokinetics and tissue distribution of anti-STEAP1 antibody-drug conjugates in rats. Bioconjugate Chem. 2011;22:1994-2004

12. Junutula JR, Raab H, Clark S, Bhakta S, Leipold DD, Weir S. et al. Site-specific conjugation of a cytotoxic drug to an antibody improves the therapeutic index. Nat. Biotechnol. 2008;26:925-932

13. Pillow TH, Tien J, Parsons-Reponte KL, Bhakta S, Li H, Staben LR. et al. Site-specific trastuzumab maytansinoid antibody-drug conjugates with improved therapeutic activity through linker and antibody engineering. J. Med. Chem. 2014;57:7890-7899

14. van Geel R, Wijdeven MA, Heesbeen R, Verkade JM, Wasiel AA, van Berkel SS. et al. Chemoenzymatic conjugation of toxic payloads to the globally conserved N-glycan of native mAbs provides homogeneous and highly efficacious antibody-drug conjugates. Bioconjugate Chem. 2015;26:2233-2242

15. Zeglis BM, Davis CB, Abdel-Atti D, Carlin SD, Chen A, Aggeler R. et al. Chemoenzymatic strategy for the synthesis of site-specifically labeled immunoconjugates for multimodal PET and optical imaging. Bioconjugate Chem. 2014;25:2123-2128

16. Zeglis BM, Davis CB, Aggeler R, Kang HC, Chen A, Agnew BJ. et al. Enzyme-mediated methodology for the site-specific radiolabeling of antibodies based on catalyst-free click chemistry. Bioconjugate Chem. 2013;24:1057-1067

17. Kristensen LK, Christensen C, Jensen MM, Agnew BJ, Schjoth-Frydendahl C, Kjaer A. et al. Site-specifically labeled 89Zr-DFO-trastuzumab improves immunoreactivity and tumor uptake for immunoPET in a subcutaneous HER2-positive xenograft mouse model. Theranostics. 2019;9:4409-4420

18. Alvarez VL, Wen ML, Lee C, Lopes AD, Rodwell JD, McKearn TJ. Site-specifically modified In-111 labeled antibodies give low liver backgrounds and improved radioimmunotherapy. Nucl. Med. Biol. 1986;13:347-352

19. Tavare R, Wu WH, Zettlitz KA, Salazar FB, McCabe KE, Marks JD. et al. Enhanced immunoPET of ALCAM-positive colorectal carcinoma using site-specific (64)Cu-DOTA conjugation. Protein Eng. Des. Sel. 2014;27:317-324

20. Tinianow JN, Gill HS, Ogasawara A, Flores JE, Vanderbilt AN, Luis E. et al. Site-specifically 89Zr-labeled monoclonal antibodies for ImmunoPET. Nucl. Med. Biol. 2010;37:289-297

21. van Berkel SS, van Delft FL. Enzymatic strategies for (near) clinical development of antibody-drug conjugates. Drug Discov. Today Tech. 2018;30:3-10

22. Manabe S, Yamaguchi Y, Matsumoto K, Fuchigami H, Kawase T, Hirose K. et al. Characterization of antibody products obtained through enzymatic and nonenzymatic glycosylation Reactions with a glycan oxazoline and preparation of a homogeneous antibody-drug conjugate via Fc N-glycan. Bioconjugate Chem. 2019;30:1343-1355

23. Qasba PK. Glycans of antibodies as a specific site for drug conjugation using glycosyltransferases. Bioconjugate Chem. 2015;26:2170-2175

24. Vivier D, Sharma SK, Adumeau P, Rodriguez C, Fung K, Zeglis B. The impact of FcγRI binding on immunoPET. J. Nucl. Med. 2019;60:1174-1182

25. Sharma SK, Chow A, Monette S, Vivier D, Pourat J, Edwards KJ. et al. Fc-Mediated anomalous biodistribution of therapeutic antibodies in immunodeficient mouse models. Cancer Res. 2018;78:1820-1832

26. Baruah K, Bowden TA, Krishna BA, Dwek RA, Crispin M, Scanlan CN. Selective deactivation of serum IgG: A general strategy for the enhancement of monoclonal antibody receptor interactions. J. Mol. Biol. 2012;420:1-7

27. Borrok MJ, Jung ST, Kang TH, Monzingo AF, Georgiou G. Revisiting the role of glycosylation in the structure of human IgG Fc. ACS Chem. Biol. 2012;7:1596-1602

28. Bruhns P, Iannascoli B, England P, Mancardi DA, Fernandez N, Jorieux S. et al. Specificity and affinity of human Fcgamma receptors and their polymorphic variants for human IgG subclasses. Blood. 2009;113:3716-3725

29. Slamon DJ, Clark GM, Wong SG, Levin WJ, Ullrich A, McGuire WL. Human breast cancer: correlation of relapse and survival with amplification of the HER-2/neu oncogene. Science. 1987;235:177-182

30. Slamon DJ, Leyland-Jones B, Shak S, Fuchs H, Paton V, Bajamonde A. et al. Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. New Engl. J. Med. 2001;344:783-792

31. Zeglis BM, Lewis JS. The bioconjugation and radiosynthesis of 89Zr-DFO-labeled antibodies. J. Vis. Exp. 2015 e52521

32. Shultz LD, Ishikawa F, Greiner DL. Humanized mice in translational biomedical research. Nat. Rev. Immunol. 2007;7:118

33. Brehm MA, Shultz LD, Luban J, Greiner DL. Overcoming current limitations in humanized mouse research. J. Infect. Dis. 2013;208:S125-S130

34. Ishikawa F, Yasukawa M, Lyons B, Yoshida S, Miyamoto T, Yoshimoto G. et al. Development of functional human blood and immune systems in NOD/SCID/IL2 receptor γ mice. Blood. 2005;106:1565-1573

35. Baerenwaldt A, Lux A, Danzer H, Spriewald BM, Ullrich E, Heidkamp G. et al. Fcγ receptor IIB (FcγRIIB) maintains humoral tolerance in the human immune system in vivo. Proc. Natl. Acad. Sci. U. S. A. 2011;108:18772-18777

36. Gao P, Pinkston KL, Wilganowski N, Robinson H, Azhdarinia A, Zhu B. et al. Deglycosylation of mAb by EndoS for improved molecular imaging. Mol. Imag. Biol. 2015;17:195-203

37. Li F, Ulrich ML, Shih VF-S, Cochran JH, Hunter JH, Westendorf L. et al. Mouse strains influence clearance and efficacy of antibody and antibody-drug conjugate via Fc-FcγR interaction. Mol. Cancer Ther. 2019;18:780-787

38. Dekkers G, Bentlage AEH, Stegmann TC, Howie HL, Lissenberg-Thunnissen S, Zimring J. et al. Affinity of human IgG subclasses to mouse Fc gamma receptors. MAbs. 2017;9:767-773

39. Overdijk MB, Verploegen S, Ortiz Buijsse A, Vink T, Leusen JHW, Bleeker WK. et al. Crosstalk between human IgG isotypes and murine effector cells. J. Immunol. 2012;189:3430-3438

40. Chen Q, He F, Kwang J, Chan JK, Chen J. GM-CSF and IL-4 stimulate antibody responses in humanized mice by promoting T, B, and dendritic cell maturation. J. Immunol. 2012;189:5223-5229

Author contact

Corresponding address Corresponding authors: Brian M. Zeglis: 413 East 69th Street, New York, NY, 10021. Phone: 212-896-0433. E-mail: or Sai Kiran Sharma: 1275 York Avenue, New York, NY, 10065. Phone: 212-896-0484. E-mail: sharmasorg

Received 2019-8-6
Accepted 2019-11-5
Published 2020-1-1

Citation styles

Vivier, D., Fung, K., Rodriguez, C., Adumeau, P., Ulaner, G.A., Lewis, J.S., Sharma, S.K., Zeglis, B.M. (2020). The Influence of Glycans-Specific Bioconjugation on the FcγRI Binding and In vivo Performance of 89Zr-DFO-Pertuzumab. Theranostics, 10(4), 1746-1757.

Vivier, D.; Fung, K.; Rodriguez, C.; Adumeau, P.; Ulaner, G.A.; Lewis, J.S.; Sharma, S.K.; Zeglis, B.M. The Influence of Glycans-Specific Bioconjugation on the FcγRI Binding and In vivo Performance of 89Zr-DFO-Pertuzumab. Theranostics 2020, 10 (4), 1746-1757. DOI: 10.7150/thno.39089.

Vivier D, Fung K, Rodriguez C, Adumeau P, Ulaner GA, Lewis JS, Sharma SK, Zeglis BM. The Influence of Glycans-Specific Bioconjugation on the FcγRI Binding and In vivo Performance of 89Zr-DFO-Pertuzumab. Theranostics 2020; 10(4):1746-1757. doi:10.7150/thno.39089.

Vivier D, Fung K, Rodriguez C, Adumeau P, Ulaner GA, Lewis JS, Sharma SK, Zeglis BM. 2020. The Influence of Glycans-Specific Bioconjugation on the FcγRI Binding and In vivo Performance of 89Zr-DFO-Pertuzumab. Theranostics. 10(4):1746-1757.

This is an open access article distributed under the terms of the Creative Commons Attribution License ( See for full terms and conditions.
Popup Image