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Ling WL, Su CTT, Lua WH, Yeo JY, Poh JJ, Ng YL, Wipat A, Gan SKE. Variable-heavy (VH) families influencing IgA1&2 engagement to the antigen, FcαRI and superantigen proteins G, A, and L. Sci Rep 2022; 12:6510. [PMID: 35444201 PMCID: PMC9020155 DOI: 10.1038/s41598-022-10388-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 04/07/2022] [Indexed: 12/18/2022] Open
Abstract
Interest in IgA as an alternative antibody format has increased over the years with much remaining to be investigated in relation to interactions with immune cells. Considering the recent whole antibody investigations showing significant distal effects between the variable (V) and constant (C)- regions that can be mitigated by the hinge regions of both human IgA subtypes A1 and A2, we performed an in-depth mechanistic investigation using a panel of 28 IgA1s and A2s of both Trastuzumab and Pertuzumab models. FcαRI binding were found to be mitigated by the differing glycosylation patterns in IgA1 and 2 with contributions from the CDRs. On their interactions with antigen-Her2 and superantigens PpL, SpG and SpA, PpL was found to sterically hinder Her2 antigen binding with unexpected findings of IgAs binding SpG at the CH2-3 region alongside SpA interacting with IgAs at the CH1. Although the VH3 framework (FWR) is commonly used in CDR grafting, we found the VH1 framework (FWR) to be a possible alternative when grafting IgA1 and 2 owing to its stronger binding to antigen Her2 and weaker interactions to superantigen Protein L and A. These findings lay the foundation to understanding the interactions between IgAs and microbial superantigens, and also guide the engineering of IgAs for future antibody applications and targeting of superantigen-producing microbes.
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Affiliation(s)
- Wei-Li Ling
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Newcastle University Singapore, Singapore, Singapore
| | - Chinh Tran-To Su
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wai-Heng Lua
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Joshua Yi Yeo
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Jun-Jie Poh
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Yuen-Ling Ng
- Newcastle University Singapore, Singapore, Singapore
| | - Anil Wipat
- School of Computing, Newcastle University, Newcastle upon Tyne, UK
| | - Samuel Ken-En Gan
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore. .,James Cook University, Singapore, Singapore. .,Zhejiang Bioinformatics International Science and Technology Cooperation Center, Wenzhou-Kean University, Wenzhou, Zhejiang Province, China. .,Wenzhou Municipal Key Lab of Applied Biomedical and Biopharmaceutical Informatics, Wenzhou-Kean University, Wenzhou, Zhejiang Province, China.
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2
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Su CTT, Lua WH, Poh JJ, Ling WL, Yeo JY, Gan SKE. Molecular Insights of Nickel Binding to Therapeutic Antibodies as a Possible New Antibody Superantigen. Front Immunol 2021; 12:676048. [PMID: 34305906 PMCID: PMC8296638 DOI: 10.3389/fimmu.2021.676048] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/24/2021] [Indexed: 11/21/2022] Open
Abstract
The binding of nickel by immune proteins can manifest as Type IV contact dermatitis (Ni-specific T cells mediated) and less frequently as Type I hypersensitivity with both mechanisms remaining unknown to date. Since there are reports of patients co-manifesting the two hypersensitivities, a common mechanism may underlie both the TCR and IgE nickel binding. Focusing on Trastuzumab and Pertuzumab IgE variants as serendipitous investigation models, we found Ni-NTA interactions independent of Her2 binding to be due to glutamine stretches. These stretches are both Ni-inducible and in fixed pockets at the antibody complementarity-determining regions (CDRs) and framework regions (FWRs) of both the antibody heavy and light chains with influence from the heavy chain constant region. Comparisons with TCRs structures revealed similar interactions, demonstrating the possible underlying mechanism in selecting for Ni-binding IgEs and TCRs respectively. With the elucidation of the interaction, future therapeutic antibodies could also be sagaciously engineered to utilize such nickel binding for biotechnological purposes.
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Affiliation(s)
- Chinh Tran-To Su
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - Wai-Heng Lua
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - Jun-Jie Poh
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - Wei-Li Ling
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - Joshua Yi Yeo
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - Samuel Ken-En Gan
- Antibody & Product Development Lab, Experimental Drug Development Centre, Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore.,James Cook University, Singapore, Singapore.,APD SKEG Pte Ltd, Singapore, Singapore
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3
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Ling WL, Su CTT, Lua WH, Poh JJ, Ng YL, Wipat A, Gan SKE. Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants. Front Immunol 2020; 11:604318. [PMID: 33365032 PMCID: PMC7750424 DOI: 10.3389/fimmu.2020.604318] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 11/05/2020] [Indexed: 11/29/2022] Open
Abstract
Boosting the production of recombinant therapeutic antibodies is crucial in both academic and industry settings. In this work, we investigated the usage of varying signal peptides by antibody V-genes and their roles in recombinant transient production, systematically comparing myeloma and the native signal peptides of both heavy and light chains in 168 antibody permutation variants. We found that amino acids count and types (essential or non-essential) were important factors in a logistic regression equation model for predicting transient co-transfection protein production rates. Deeper analysis revealed that the culture media were often incomplete and that the supplementation of essential amino acids can improve the recombinant protein yield. While these findings are derived from transient HEK293 expression, they also provide insights to the usage of the large repertoire of antibody signal peptides, where by varying the number of specific amino acids in the signal peptides attached to the variable regions, bottlenecks in amino acid availability can be mitigated.
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Affiliation(s)
- Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Newcastle Research and Innovation Institute (NewRIIS), Singapore, Singapore
- Experimental Drug Development Centre, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Chinh Tran-To Su
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Experimental Drug Development Centre, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Jun-Jie Poh
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Yuen-Ling Ng
- Newcastle Research and Innovation Institute (NewRIIS), Singapore, Singapore
| | - Anil Wipat
- School of Computing, Newcastle University, Singapore, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Experimental Drug Development Centre, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
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4
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Ling WL, Lua WH, Gan SKE. Sagacity in antibody humanization for therapeutics, diagnostics and research purposes: considerations of antibody elements and their roles. Antib Ther 2020; 3:71-79. [PMID: 33928226 PMCID: PMC7990220 DOI: 10.1093/abt/tbaa005] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 02/27/2020] [Accepted: 04/07/2020] [Indexed: 12/15/2022] Open
Abstract
The humanization of antibodies for therapeutics is a critical process that can determine the success of antibody drug development. However, the science underpinning this process remains elusive with different laboratories having very different methods. Well-funded laboratories can afford automated high-throughput screening methods to derive their best binder utilizing a very expensive initial set of equipment affordable only to a few. Often within these high-throughput processes, only standard key parameters, such as production, binding and aggregation are analyzed. Given the lack of suitable animal models, it is only at clinical trials that immunogenicity and allergy adverse effects are detected through anti-human antibodies as per FDA guidelines. While some occurrences that slip through can be mitigated by additional desensitization protocols, such adverse reactions to grafted humanized antibodies can be prevented at the humanization step. Considerations such as better antibody localization, avoidance of unspecific interactions to superantigens and the tailoring of antibody dependent triggering of immune responses, the antibody persistence on cells, can all be preemptively considered through a holistic sagacious approach, allowing for better outcomes in therapy and for research and diagnostic purposes.
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Affiliation(s)
- Wei-Li Ling
- Antibody & Product Development Lab, Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), 30 Biopolis Street, #07-01 Matrix, Singapore 138671
| | - Wai-Heng Lua
- Antibody & Product Development Lab, Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), 30 Biopolis Street, #07-01 Matrix, Singapore 138671
| | - Samuel Ken-En Gan
- Antibody & Product Development Lab, Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), 30 Biopolis Street, #07-01 Matrix, Singapore 138671
- p53 Laboratory, ASTAR, 8A Biomedical Grove, #06-04/05 Neuros/Immunos, Singapore 138648
- Experimental Drug Development Center, ASTAR, 10 Biopolis Road, #05-01, Chromos, Singapore 138670
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Lua WH, Su CTT, Yeo JY, Poh JJ, Ling WL, Phua SX, Gan SKE. Role of the IgE variable heavy chain in FcεRIα and superantigen binding in allergy and immunotherapy. J Allergy Clin Immunol 2019; 144:514-523.e5. [DOI: 10.1016/j.jaci.2019.03.028] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 03/25/2019] [Accepted: 03/29/2019] [Indexed: 01/17/2023]
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6
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Lua WH, Ling WL, Yeo JY, Poh JJ, Lane DP, Gan SKE. Author Correction: The effects of Antibody Engineering CH and CL in Trastuzumab and Pertuzumab recombinant models: Impact on antibody production and antigen-binding. Sci Rep 2018; 8:11110. [PMID: 30018413 PMCID: PMC6050276 DOI: 10.1038/s41598-018-29097-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Joshua Yi Yeo
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Jun-Jie Poh
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - David Philip Lane
- p53 Laboratory, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore. .,p53 Laboratory, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
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7
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Abstract
The FcαR receptor (CD89) binds to the constant region of Immunoglobulin (Ig) A to mediate mucosal immunity [1-2]. FcαR consist of five exons: two that code for the signal peptide regions S1 & S2, two for the extracellular regions EC1 and EC2, and the final exon for the transmembrane/cytoplasmic tail region [3]. Previously, we reported that the EC1 region plays an essential role for extracellular membrane localization of the receptor [4], where the absence of EC1 would prevent the variants from localizing to the cell surface, even with a full signal peptide. In the case of FcαR Variant 4 (lacking the S2 region only), there was some "leakiness" to membrane surface localization.
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Affiliation(s)
- Ser-Xian Phua
- a Bioinformatics Institute , Agency for Science, Technology and Research (A*STAR) , Singapore.,b School of Applied Science, Republic Polytechnic , Singapore
| | - Wai-Heng Lua
- a Bioinformatics Institute , Agency for Science, Technology and Research (A*STAR) , Singapore
| | - Samuel Ken-En Gan
- a Bioinformatics Institute , Agency for Science, Technology and Research (A*STAR) , Singapore.,c p53 Laboratory, Agency for Science , Technology and Research (A*STAR) , Singapore
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8
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Ling WL, Lua WH, Poh JJ, Yeo JY, Lane DP, Gan SKE. Effect of VH-VL Families in Pertuzumab and Trastuzumab Recombinant Production, Her2 and FcγIIA Binding. Front Immunol 2018; 9:469. [PMID: 29593727 PMCID: PMC5857972 DOI: 10.3389/fimmu.2018.00469] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 02/21/2018] [Indexed: 11/15/2022] Open
Abstract
Many therapeutic antibodies are humanized from animal sources. In the humanization process, complementarity determining region grafting is tedious and highly prone to failure. With seven known VH families, and up to six known κ VL families, there are choices aplenty. However, the functions of these families remain largely enigmatic. To study the role of these V-region families, we made 84 recombinant combinations of the various VH and VL family whole IgG1 variants of both Trastuzumab and Pertuzumab. We managed to purify 66 of these to investigate the biophysical characteristics: recombinant protein production, and both Her2 and FcγIIA binding. Our findings revealed combinations that showed improved recombinant antibody production and both antigen and receptor binding kinetics. These findings show the need to rethink antibodies as a whole protein, relooking of the functions of the antibody domains, and the need to include immunoglobulin receptor investigations for effective antibody therapeutics development.
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Affiliation(s)
- Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Jun-Jie Poh
- Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Joshua Yi Yeo
- Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - David Philip Lane
- p53 Laboratory, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore.,p53 Laboratory, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
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9
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Lua WH, Ling WL, Yeo JY, Poh JJ, Lane DP, Gan SKE. The effects of Antibody Engineering CH and CL in Trastuzumab and Pertuzumab recombinant models: Impact on antibody production and antigen-binding. Sci Rep 2018; 8:718. [PMID: 29335579 PMCID: PMC5768722 DOI: 10.1038/s41598-017-18892-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 12/19/2017] [Indexed: 12/17/2022] Open
Abstract
Current therapeutic antibodies such as Trastuzumab, are typically of the blood circulatory IgG1 class (Cκ/ CHγ1). Due to the binding to Her2 also present on normal cell surfaces, side effects such as cardiac failure can sometimes be associated with such targeted therapy. Using antibody isotype swapping, it may be possible to reduce systemic circulation through increased tissue localization, thereby minimising unwanted side effects. However, the effects of such modifications have yet to be fully characterized, particularly with regards to their biophysical properties in antigen binding. To do this, we produced all light and heavy chain human isotypes/subtypes recombinant versions of Trastuzumab and Pertuzumab, and studied them with respect to recombinant production and Her2 binding. Our findings show that while the light chain constant region changes have no major effects on production or Her2 binding, some heavy chain isotypes, in particularly, IgM and IgD isotypes, can modulate antigen binding. This study thus provides the groundwork for such isotype modifications to be performed in the future to yield therapeutics of higher efficacy and efficiency.
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Affiliation(s)
- Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Joshua Yi Yeo
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Jun-Jie Poh
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - David Philip Lane
- p53 Laboratory, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore. .,p53 Laboratory, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
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Su CTT, Ling WL, Lua WH, Poh JJ, Gan SKE. The role of Antibody Vκ Framework 3 region towards Antigen binding: Effects on recombinant production and Protein L binding. Sci Rep 2017. [PMID: 28630463 PMCID: PMC5476676 DOI: 10.1038/s41598-017-02756-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Antibody research has traditionally focused on heavy chains, often neglecting the important complementary role of light chains in antibody formation and secretion. In the light chain, the complementarity-determining region 3 (VL-CDR3) is specifically implicated in disease states. By modulating VL-CDR3 exposure on the scaffold through deletions in the framework region 3 (VL-FWR3), we further investigated the effects on secretion in recombinant production and antigen binding kinetics. Our random deletions of two residues in the VL-FWR3 of a Trastuzumab model showed that the single deletions could impact recombinant production without significant effect on Her2 binding. When both the selected residues were deleted, antibody secretion was additively decreased, and so was Her2 binding kinetics. Interestingly, we also found allosteric effects on the Protein L binding site at VL-FWR1 elicited by these deletions in VL- FWR3. Together, these findings demonstrate the importance of light chain FWR3 in antigen binding, recombinant production, and antibody purification using Protein L.
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Affiliation(s)
- Chinh Tran-To Su
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Jun-Jie Poh
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore. .,p53 Laboratory, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
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Lua WH, Ling WL, Su CTT, Yeo JY, Verma CS, Eisenhaber B, Eisenhaber F, Gan SKE. Discovery of a novel splice variant of Fcar (CD89) unravels sequence segments necessary for efficient secretion: A story of bad signal peptides and good ones that nevertheless do not make it. Cell Cycle 2017; 16:457-467. [PMID: 28103138 PMCID: PMC5351921 DOI: 10.1080/15384101.2017.1281480] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
The IgA receptor, Fcar (CD89) consists of 5 sequence segments: 2 segments (S1, S2) forming the potential signal peptide, 2 extracellular EC domains that include the IgA binding site, and the transmembrane and cytoplasmic tail (TM/C) region. Numerous Fcar splice variants have been reported with various combinations of the sequence segments mentioned above. Here, we report a novel splice variant termed variant APD isolated from a healthy volunteer that lacks only the IgA-binding EC1 domain. Despite possessing the complete signal peptide S1+S2, the variant APD is only found in the intracellular space whereas the wild-type variant 1 is efficiently secreted and variant 4 leaks to the extracellular space. Further mutational experiments involving signal peptide replacements, cleavage site modifications, and studies on alternative isoforms demonstrate that despite the completeness of the signal peptide motif, the presence of the EC1 domain is essential for efficient extracellular export.
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Affiliation(s)
- Wai-Heng Lua
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore
| | - Wei-Li Ling
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore
| | - Chinh Tran-To Su
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore
| | - Joshua Yi Yeo
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore
| | - Chandra Shekhar Verma
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore.,b Department of Biological Sciences , National University of Singapore (NUS) , Singapore.,c School of Biological Sciences, Nanyang Technological University (NTU) , Singapore
| | - Birgit Eisenhaber
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore
| | - Frank Eisenhaber
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore.,d School of Computer Engineering, Nanyang Technological University (NTU) , Singapore
| | - Samuel Ken-En Gan
- a Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR) , Singapore.,e p53 Laboratory, Agency for Science, Technology, and Research (A*STAR) , Singapore
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12
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Su CTT, Ling WL, Lua WH, Haw YX, Gan SKE. Structural analyses of 2015-updated drug-resistant mutations in HIV-1 protease: an implication of protease inhibitor cross-resistance. BMC Bioinformatics 2016; 17:500. [PMID: 28155724 PMCID: PMC5259968 DOI: 10.1186/s12859-016-1372-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Background Strategies to control HIV for improving the quality of patient lives have been aided by the Highly Active Anti-Retroviral Therapy (HAART), which consists of a cocktail of inhibitors targeting key viral enzymes. Numerous new drugs have been developed over the past few decades but viral resistances to these drugs in the targeted viral enzymes are increasingly reported. Nonetheless the acquired mutations often reduce viral fitness and infectivity. Viral compensatory secondary-line mutations mitigate this loss of fitness, equipping the virus with a broad spectrum of resistance against these drugs. While structural understanding of the viral protease and its drug resistance mutations have been well established, the interconnectivity and development of structural cross-resistance remain unclear. This paper reports the structural analyses of recent clinical mutations on the drug cross-resistance effects from various protease and protease inhibitors (PIs) complexes. Methods Using the 2015 updated clinical HIV protease mutations, we constructed a structure-based correlation network and a minimum-spanning tree (MST) based on the following features: (i) topology of the PI-binding pocket, (ii) allosteric effects of the mutations, and (iii) protease structural stability. Results and conclusion Analyis of the network and the MST of dominant mutations conferring resistance to the seven PIs (Atazanavir-ATV, Darunavir-DRV, Indinavir-IDV, Lopinavir-LPV, Nelfinavir-NFV, Saquinavir-SQV, and Tipranavir-TPV) showed that cross-resistance can develop easily across NFV, SQV, LPV, IDV, and DRV, but not for ATV or TPV. Through estimation of the changes in vibrational entropies caused by each reported mutation, some secondary mutations were found to destabilize protease structure. Our findings provide an insight into the mechanism of PI cross-resistance and may also be useful in guiding the selection of PI in clinical treatment to delay the onset of cross drug resistance. Electronic supplementary material The online version of this article (doi:10.1186/s12859-016-1372-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Chinh Tran-To Su
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR), Singapore, 138671, Singapore.
| | - Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR), Singapore, 138671, Singapore
| | - Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR), Singapore, 138671, Singapore
| | - Yu-Xuan Haw
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR), Singapore, 138671, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR), Singapore, 138671, Singapore. .,p53 Laboratory, Agency for Science, Technology, and Research (A*STAR), Singapore, 138648, Singapore.
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13
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Lua WH, Gan SKE, Lane DP, Verma CS. A search for synergy in the binding kinetics of Trastuzumab and Pertuzumab whole and F(ab) to Her2. NPJ Breast Cancer 2015; 1:15012. [PMID: 28721368 PMCID: PMC5515203 DOI: 10.1038/npjbcancer.2015.12] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2014] [Revised: 05/23/2015] [Accepted: 07/08/2015] [Indexed: 11/11/2022] Open
Abstract
Therapeutic efficacy resulting from combining Trastuzumab and Pertuzumab in the treatment of Her2 overexpressing breast cancer patients has been shown to increase patient survival. This is thought to arise from inhibition of receptor dimerization and the immune tagging of the cancer cells; however, the underlying molecular mechanisms have remained enigmatic. Previously, a molecular modeling study suggested that this resulted from colocalization of the two antibodies on to the extracellular domain of Her2. We report here the experimental characterization of this interaction by measuring the binding kinetics of these two whole antibodies and their F(ab)s to the extracellular domain of Her2 in solution. We found that both antibodies (the whole antibodies and the fragments) colocalized on to Her2, but did not augment the binding of each other.
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Affiliation(s)
- Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore.,p53 Laboratory, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore
| | - David Philip Lane
- p53 Laboratory, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore.,School of Biological Sciences, Nanyang Technological University (NTU), Singapore, Singapore
| | - Chandra Shekhar Verma
- Bioinformatics Institute, Agency for Science, Technology, and Research (ASTAR), Singapore, Singapore.,Department of Biological Sciences, National University of Singapore (NUS), Singapore, Singapore.,School of Biological Sciences, Nanyang Technological University (NTU), Singapore, Singapore
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Ling WL, Lua WH, Gan SKE. Fast reversible single-step method for enhanced band contrast of polyacrylamide gels for automated detection. Electrophoresis 2015; 36:1224-7. [PMID: 25782090 PMCID: PMC4672689 DOI: 10.1002/elps.201500094] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 02/18/2015] [Accepted: 02/18/2015] [Indexed: 11/29/2022]
Abstract
Staining SDS-PAGE is commonly used in protein analysis for many downstream characterization processes. Although staining and destaining protocols can be adjusted, they can be laborious, and faint bands often become false negatives. Similarly, these faint bands hinder automated software band detections that are necessary for quantitative analyses. To overcome these problems, we describe a single-step rapid and reversible method to increase (up to 500%) band contrast in stained gels. Through the use of alcohols, we improved band detection and facilitated gel storage by drying the gels into compact white sheets. This method is suitable for all stained SDS-PAGE gels, including gradient gels and is shown to improve automated band detection by enhanced band contrast.
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Affiliation(s)
- Wei-Li Ling
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR)Singapore
| | - Wai-Heng Lua
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR)Singapore
| | - Samuel Ken-En Gan
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR)Singapore
- p53 Laboratory, Agency for Science, Technology, and Research (A*STAR)Singapore
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