1
|
Pelaez-Aguilar AE, Mata-Salgado F, Morales-Ortiz A, Millán-Pacheco C, Olvera-Carranza C, Salgado-Delgado J, Pastor N, Rivillas-Acevedo L. Cu(II) binding to the λ6aJL2-R24G antibody light chain protein associated with light chain amyloidosis disease: The role of histidines. Int J Biol Macromol 2024; 270:132393. [PMID: 38761898 DOI: 10.1016/j.ijbiomac.2024.132393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/29/2024] [Accepted: 05/13/2024] [Indexed: 05/20/2024]
Abstract
Light chain amyloidosis is a conformational disease caused by the abnormal proliferation and deposition of antibody light chains as amyloid fibers in organs and tissues. The effect of Cu(II) binding to the model recombinant protein 6aJL2-R24G was previously characterized in our group, and we found an acceleration of the aggregation kinetics of the protein. In this study, in order to confirm the Cu(II) binding sites, histidine variants of 6aJL2-R24G were prepared and the effects of their interaction with Cu(II) were analyzed by circular dichroism, fluorescence spectroscopy, isothermal calorimetry titrations, and molecular dynamics simulations. Confirming our earlier work, we found that His8 and His99 are the highest affinity Cu(II) binding sites, and that Cu(II) binding to both sites is a cooperative event.
Collapse
Affiliation(s)
- Angel E Pelaez-Aguilar
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, Mexico
| | - Fernanda Mata-Salgado
- Centro de Investigación en Dinámica Celular-IICBA, Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos 62209, Mexico
| | - Alan Morales-Ortiz
- Centro de Investigación en Dinámica Celular-IICBA, Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos 62209, Mexico
| | - César Millán-Pacheco
- Facultad de Farmacia, Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos 62209, Mexico
| | - Clarita Olvera-Carranza
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, 62210 Cuernavaca, Morelos, Mexico
| | - Jesus Salgado-Delgado
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, 62210 Cuernavaca, Morelos, Mexico
| | - Nina Pastor
- Centro de Investigación en Dinámica Celular-IICBA, Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos 62209, Mexico.
| | - Lina Rivillas-Acevedo
- Centro de Investigación en Dinámica Celular-IICBA, Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos 62209, Mexico.
| |
Collapse
|
2
|
Moerdijk-Poortvliet TCW, de Jong DLC, Fremouw R, de Reu S, de Winter JM, Timmermans K, Mol G, Reuter N, Derksen GCH. Extraction and analysis of free amino acids and 5'-nucleotides, the key contributors to the umami taste of seaweed. Food Chem 2022; 370:131352. [PMID: 34788963 DOI: 10.1016/j.foodchem.2021.131352] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 09/13/2021] [Accepted: 10/04/2021] [Indexed: 11/29/2022]
Abstract
Assessing the umami taste of seaweed on a chemical level can inform the use and selection of seaweed in European cuisine. Accordingly, we developed a method for the simultaneous extraction, separate clean-up and analysis of 21 free amino acids and 10 free nucleotides by reversed phase and mixed-mode HPLC respectively. Of multiple mouth emulating solvents, extracting in Milli-Q at 35 °C was found most suitable. This method showed good linearity (R2 > 0.9996), resolution (Rs ≥ 1.5) and picomole detection limits, and was successfully applied to determine the Equivalent Umami Concentration (EUC) and Taste Activity Values (TAV) of seven Dutch seaweed species. Phaeophyceae showed the highest EUC, followed by Chlorophyceae and Rhodophyceae (≈ 9.5, 3.7 and 1.1 g/100 g respectively). Glutamic acid always exceeded the TAV, while other umami compounds were species specific. Our method can accurately predict umami intensity and therefore contributes towards species selection for the European palette.
Collapse
Affiliation(s)
- Tanja C W Moerdijk-Poortvliet
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands.
| | - Dylan L C de Jong
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands
| | - Roy Fremouw
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands
| | - Sandra de Reu
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands
| | - Jose M de Winter
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands
| | - Klaas Timmermans
- NIOZ Royal Netherlands Institute for Sea Research, Department Estuarine and Delta Systems, P.O. Box 140, 4400 AC Yerseke, the Netherlands
| | - Geert Mol
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands
| | - Norbert Reuter
- Agilent Technologies, P.O. Box 8033, 4330 EA Middelburg, the Netherlands
| | - Goverdina C H Derksen
- HZ University of Applied Sciences, Chemistry Department, Research Group Marine Biobased Specialties, P.O. Box 364, 4380 AJ Vlissingen, the Netherlands; NIOZ Royal Netherlands Institute for Sea Research, Department Estuarine and Delta Systems, P.O. Box 140, 4400 AC Yerseke, the Netherlands
| |
Collapse
|
3
|
Rosenfeld MA, Wasserman LA, Vasilyeva AD, Podoplelova NA, Panteleev MA, Yurina LV. Hypochlorite-induced oxidation of fibrinogen: Effects on its thermal denaturation and fibrin structure. Biochim Biophys Acta Gen Subj 2021; 1865:129970. [PMID: 34339807 DOI: 10.1016/j.bbagen.2021.129970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 06/17/2021] [Accepted: 07/25/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Human fibrinogen, which plays a key role in plasma haemostasis, is a highly vulnerable target for oxidants. Fibrinogen undergoes posttranslational modifications that can potentially disrupt protein structure and function. METHODS For the first time, by differential scanning calorimetry, dynamic and elastic light scattering and confocal laser scanning microscopy, the consequences of HOCl/-OCl-induced oxidation of fibrinogen on its thermal denaturation, molecular size distribution and fibrin clot network have been explored. RESULTS Within a wide range of HOCl/-OCl concentrations (50-300 μM), the molecular size distribution remained unimodal; however, the average size of the hydrated molecules decreased. HOCl/-OCl-induced oxidation of fibrinogen resulted in the diminished thermal stability of regions D and E. As evidenced by elastic light scattering and confocal laser scanning microscopy, HOCl/-OCl caused the formation of abnormal fibrin with a decreased diameter of individual fibres. CONCLUSIONS The current results along with data from previous studies enable one to conclude that the effect of HOCl/-OCl-mediated oxidation on the thermal stability of region D is influenced directly by oxidative damage to the D region structure. Since the E region is not subjected to oxidative modification, its structural damage is likely to be mediated by the oxidation of other protein structures, in particular α-helical coiled-coils. GENERAL SIGNIFICANCE The experimental findings acquired in the current study could help to elucidate the consequences of oxidative stress in vivo on damage to the structure of fibrinogen/fibrin under the action of different ROS species.
Collapse
Affiliation(s)
- Mark A Rosenfeld
- N.M. Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, 119334 Moscow, Russia.
| | - Lyubov A Wasserman
- N.M. Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Alexandra D Vasilyeva
- N.M. Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Nadezhda A Podoplelova
- Center for Theoretical Problems of Physicochemical Pharmacology, 119991 Moscow, Russia; Federal Research and Clinical Center of Pediatric Hematology, Oncology, and Immunology, 117198 Moscow, Russia
| | - Mikhail A Panteleev
- Center for Theoretical Problems of Physicochemical Pharmacology, 119991 Moscow, Russia; Federal Research and Clinical Center of Pediatric Hematology, Oncology, and Immunology, 117198 Moscow, Russia
| | - Lyubov V Yurina
- N.M. Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, 119334 Moscow, Russia
| |
Collapse
|
4
|
Understanding Mesangial Pathobiology in AL-Amyloidosis and Monoclonal Ig Light Chain Deposition Disease. Kidney Int Rep 2020; 5:1870-1893. [PMID: 33163710 PMCID: PMC7609979 DOI: 10.1016/j.ekir.2020.07.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 07/06/2020] [Accepted: 07/14/2020] [Indexed: 02/07/2023] Open
Abstract
Patients with plasma cell dyscrasias produce free abnormal monoclonal Ig light chains that circulate in the blood stream. Some of them, termed glomerulopathic light chains, interact with the mesangial cells and trigger, in a manner dependent of their structural and physicochemical properties, a sequence of pathological events that results in either light chain–derived (AL) amyloidosis (AL-Am) or light chain deposition disease (LCDD). The mesangial cells play a key role in the pathogenesis of both diseases. The interaction with the pathogenic light chain elicits specific cellular processes, which include apoptosis, phenotype transformation, and secretion of extracellular matrix components and metalloproteinases. Monoclonal light chains associated with AL-Am but not those producing LCDD are avidly endocytosed by mesangial cells and delivered to the mature lysosomal compartment where amyloid fibrils are formed. Light chains from patients with LCDD exert their pathogenic signaling effect at the cell surface of mesangial cells. These events are generic mesangial responses to a variety of adverse stimuli, and they are similar to those characterizing other more frequent glomerulopathies responsible for many cases of end-stage renal disease. The pathophysiologic events that have been elucidated allow to propose future therapeutic approaches aimed at preventing, stopping, ameliorating, or reversing the adverse effects resulting from the interactions between glomerulopathic light chains and mesangium.
Collapse
|
5
|
Sternke-Hoffmann R, Boquoi A, Lopez Y Niedenhoff D, Platten F, Fenk R, Haas R, Buell AK. Biochemical and biophysical characterisation of immunoglobulin free light chains derived from an initially unbiased population of patients with light chain disease. PeerJ 2020; 8:e8771. [PMID: 32211238 PMCID: PMC7083161 DOI: 10.7717/peerj.8771] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 02/19/2020] [Indexed: 11/20/2022] Open
Abstract
In light chain (LC) diseases, monoclonal immunoglobulin LCs are abundantly produced with the consequence in some cases to form deposits of a fibrillar or amorphous nature affecting various organs, such as heart and kidney. The factors that determine the solubility of any given LC in vivo are still not well understood. We hypothesize that some of the biochemical properties of the LCs that have been shown to correlate with amyloid fibril formation in patients also can be used as predictors for the degree of kidney damage in a patient group that is only biased by protein availability. We performed detailed biochemical and biophysical investigations of light chains extracted and purified from the urine of a group of 20 patients with light chain disease. For all samples that contained a sufficiently high concentration of LC, we quantified the unfolding temperature of the LCs, the monomer-dimer distribution, the digestibility by trypsin and the formation of amyloid fibrils under various conditions of pH and reducing agent. We correlated the results of our biophysical and biochemical experiments with the degree of kidney damage in the patient group and found that most of these parameters do not correlate with kidney damage as defined by clinical parameters. However, the patients with the greatest impairment of kidney function have light chains which display very poor digestibility by trypsin. Most of the LC properties reported before to be predictors of amyloid formation cannot be used to assess the degree of kidney damage. Our finding that poor trypsin digestibility correlates with kidney damage warrants further investigation in order to probe a putative mechanistic link between these factors.
Collapse
Affiliation(s)
| | - Amelie Boquoi
- Department of Hematology, Oncology and Clinical Oncology, Heinrich-Heine Universität Düsseldorf, Düsseldorf, Germany
| | - David Lopez Y Niedenhoff
- Department of Hematology, Oncology and Clinical Oncology, Heinrich-Heine Universität Düsseldorf, Düsseldorf, Germany
| | - Florian Platten
- Condensed Matter Physics Laboratory, Heinrich-Heine Universität Düsseldorf, Düsseldorf, Germany
| | - Roland Fenk
- Department of Hematology, Oncology and Clinical Oncology, Heinrich-Heine Universität Düsseldorf, Düsseldorf, Germany
| | - Rainer Haas
- Department of Hematology, Oncology and Clinical Oncology, Heinrich-Heine Universität Düsseldorf, Düsseldorf, Germany
| | - Alexander K Buell
- Institute of Physical Biology, Heinrich-Heine Universität Düsseldorf, Düsseldorf, Germany.,Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| |
Collapse
|
6
|
Hassan LA, Al‐Ghobashy MA, Abbas SS. Evaluation of the pattern and kinetics of degradation of adalimumab using a stability‐indicating orthogonal testing protocol. Biomed Chromatogr 2019; 33:e4676. [DOI: 10.1002/bmc.4676] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 07/28/2019] [Accepted: 07/31/2019] [Indexed: 01/02/2023]
Affiliation(s)
- Lamiaa A. Hassan
- National Organization for Research and Control of Biologicals Egypt
| | - Medhat A. Al‐Ghobashy
- Analytical Chemistry Department, Faculty of PharmacyCairo University Egypt
- Bioanalysis Research Group, School of PharmacyNewgiza University Egypt
| | - Samah S. Abbas
- Analytical Chemistry Department, Faculty of PharmacyCairo University Egypt
| |
Collapse
|
7
|
Jen FEC, Semchenko EA, Day CJ, Seib KL, Jennings MP. The Neisseria gonorrhoeae Methionine Sulfoxide Reductase (MsrA/B) Is a Surface Exposed, Immunogenic, Vaccine Candidate. Front Immunol 2019; 10:137. [PMID: 30787927 PMCID: PMC6372556 DOI: 10.3389/fimmu.2019.00137] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 01/16/2019] [Indexed: 12/13/2022] Open
Abstract
Control of the sexually transmitted infection gonorrhea is a major public health challenge, due to the recent emergence of multidrug resistant strains of Neisseria gonorrhoeae, and there is an urgent need for novel therapies or a vaccine to prevent gonococcal disease. In this study, we evaluated the methionine sulfoxide reductase (MsrA/B) of N. gonorrhoeae as a potential vaccine candidate, in terms of its expression, sequence conservation, localization, immunogenicity, and the functional activity of antibodies raised to it. Gonococcal MsrA/B has previously been shown to reduce methionine sulfoxide [Met(O)] to methionine (Met) in oxidized proteins and protect against oxidative stress. Here we have shown that the gene encoding MsrA/B is present, highly conserved, and expressed in all N. gonorrhoeae strains investigated, and we determined that MsrA/B is surface is exposed on N. gonorrhoeae. Recombinant MsrA/B is immunogenic, and mice immunized with MsrA/B and either aluminum hydroxide gel adjuvant or Freund's adjuvant generated a humoral immune response, with predominantly IgG1 antibodies. Higher titers of IgG2a, IgG2b, and IgG3 were detected in mice immunized with MsrA/B-Freund's adjuvant compared to MsrA/B-aluminum hydroxide adjuvant, while IgM titers were similar for both adjuvants. Antibodies generated by MsrA/B-Freund's in mice mediated bacterial killing via both serum bactericidal activity and opsonophagocytic activity. Anti-MsrA/B was also able to functionally block the activity of MsrA/B by inhibiting binding to its substrate, Met(O). We propose that recombinant MsrA/B is a promising vaccine antigen for N. gonorrhoeae.
Collapse
Affiliation(s)
- Freda E-C Jen
- Institute for Glycomics, Griffith University, Gold Coast, QLD, Australia
| | - Evgeny A Semchenko
- Institute for Glycomics, Griffith University, Gold Coast, QLD, Australia
| | - Christopher J Day
- Institute for Glycomics, Griffith University, Gold Coast, QLD, Australia
| | - Kate L Seib
- Institute for Glycomics, Griffith University, Gold Coast, QLD, Australia
| | - Michael P Jennings
- Institute for Glycomics, Griffith University, Gold Coast, QLD, Australia
| |
Collapse
|
8
|
Sharma A, Kumar V, Chatrath A, Dev A, Prasad R, Sharma AK, Tomar S, Kumar P. In vitro metal catalyzed oxidative stress in DAH7PS: Methionine modification leads to structure destabilization and induce amorphous aggregation. Int J Biol Macromol 2018; 106:1089-1106. [DOI: 10.1016/j.ijbiomac.2017.08.105] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 08/14/2017] [Accepted: 08/17/2017] [Indexed: 11/28/2022]
|
9
|
Effect of amino acid mutations on the conformational dynamics of amyloidogenic immunoglobulin light-chains: A combined NMR and in silico study. Sci Rep 2017; 7:10339. [PMID: 28871194 PMCID: PMC5583243 DOI: 10.1038/s41598-017-10906-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 08/16/2017] [Indexed: 12/19/2022] Open
Abstract
The conformational dynamics of a pathogenic κ4 human immunoglobulin light-chain variable domain, SMA, associated with AL amyloidosis, were investigated by 15N relaxation dispersion NMR spectroscopy. Compared to a homologous light-chain, LEN, which differs from SMA at eight positions but is non-amyloidogenic in vivo, we find that multiple residues in SMA clustered around the N-terminus and CDR loops experience considerable conformational exchange broadening caused by millisecond timescale protein motions, consistent with a destabilized dimer interface. To evaluate the contribution of each amino acid substitution to shaping the dynamic conformational landscape of SMA, NMR studies were performed for each SMA-like point mutant of LEN followed by in silico analysis for a subset of these proteins. These studies show that a combination of only three mutations located within or directly adjacent to CDR3 loop at the dimer interface, which remarkably include both destabilizing (Q89H and Y96Q) and stabilizing (T94H) mutations, largely accounts for the differences in conformational flexibility between LEN and SMA. Collectively, our studies indicate that a correct combination of stabilizing and destabilizing mutations is key for immunoglobulin light-chains populating unfolded intermediates that result in amyloid formation, and underscore the complex nature of correlations between light-chain conformational flexibility, thermodynamic stability and amyloidogenicity.
Collapse
|
10
|
Zottig X, Laporte Wolwertz M, Golizeh M, Ohlund L, Sleno L, Bourgault S. Effects of oxidative post-translational modifications on structural stability and self-assembly of λ6 immunoglobulin light chain. Biophys Chem 2016; 219:59-68. [DOI: 10.1016/j.bpc.2016.10.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 09/28/2016] [Accepted: 10/08/2016] [Indexed: 11/25/2022]
|
11
|
Jiang W, He Y, Xiong S, Liu Y, Yin T, Hu Y, You J. Effect of Mild Ozone Oxidation on Structural Changes of Silver Carp (Hypophthalmichthys molitrix) Myosin. FOOD BIOPROCESS TECH 2016. [DOI: 10.1007/s11947-016-1828-5] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
12
|
Dashivets T, Stracke J, Dengl S, Knaupp A, Pollmann J, Buchner J, Schlothauer T. Oxidation in the complementarity-determining regions differentially influences the properties of therapeutic antibodies. MAbs 2016; 8:1525-1535. [PMID: 27612038 PMCID: PMC5098445 DOI: 10.1080/19420862.2016.1231277] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Therapeutic antibodies can undergo a variety of chemical modification reactions in vitro. Depending on the site of modification, either antigen binding or Fc-mediated functions can be affected. Oxidation of tryptophan residues is one of the post-translational modifications leading to altered antibody functionality. In this study, we examined the structural and functional properties of a therapeutic antibody construct and 2 affinity matured variants thereof. Two of the 3 antibodies carry an oxidation-prone tryptophan residue in the complementarity-determining region of the VL domain. We demonstrate the differences in the stability and bioactivity of the 3 antibodies, and reveal differential degradation pathways for the antibodies susceptible to oxidation.
Collapse
Affiliation(s)
- Tetyana Dashivets
- a Roche Pharma Research and Early Development (pRED), Large Molecule Research, Roche Innovation Center Munich , Germany.,b Center for Integrated Protein Science Munich , Department Chemie, Technische Universität München , Garching , Germany
| | - Jan Stracke
- c Early-Stage Pharmaceutical Development & GLP Supplies, F. Hoffmann-La Roche Ltd Pharmaceutical Development & Supplies PTD Biologics Europe , Basel , Switzerland
| | - Stefan Dengl
- a Roche Pharma Research and Early Development (pRED), Large Molecule Research, Roche Innovation Center Munich , Germany
| | - Alexander Knaupp
- a Roche Pharma Research and Early Development (pRED), Large Molecule Research, Roche Innovation Center Munich , Germany
| | | | - Johannes Buchner
- b Center for Integrated Protein Science Munich , Department Chemie, Technische Universität München , Garching , Germany
| | - Tilman Schlothauer
- a Roche Pharma Research and Early Development (pRED), Large Molecule Research, Roche Innovation Center Munich , Germany
| |
Collapse
|
13
|
Arfat MY, Arif Z, Chaturvedi SK, Moinuddin, Alam K. Peroxynitrite-induced structural perturbations in human IgG: A physicochemical study. Arch Biochem Biophys 2016; 603:72-80. [DOI: 10.1016/j.abb.2016.05.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2015] [Revised: 04/20/2016] [Accepted: 05/16/2016] [Indexed: 02/08/2023]
|
14
|
Blancas-Mejía LM, Ramirez-Alvarado M. Recruitment of Light Chains by Homologous and Heterologous Fibrils Shows Distinctive Kinetic and Conformational Specificity. Biochemistry 2016; 55:2967-78. [PMID: 27158939 DOI: 10.1021/acs.biochem.6b00090] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Light chain amyloidosis is a protein misfolding disease in which immunoglobulin light chains aggregate as insoluble fibrils that accumulate in extracellular deposits. Amyloid fibril formation in vitro has been described as a nucleation-polymerization, autocatalytic reaction in which nascent fibrils catalyze formation of new fibrils, recruiting soluble protein into the fibril. In this context, it is also established that preformed fibrils or "seeds" accelerate fibril formation. In some cases, seeds with a substantially different sequence are able to accelerate the reaction, albeit with a lower efficiency. In this work, we studied the recruitment and addition of monomers in the presence of seeds of five immunoglobulin light chain proteins, covering a broad range of protein stabilities and amyloidogenic properties. Our data reveal that in the presence of homologous or heterologous seeds, the fibril formation reactions become less stochastic than de novo reactions. The kinetics of the most amyloidogenic proteins (AL-T05 and AL-09) do not present significant changes in the presence of seeds. Amyloidogenic protein AL-103 presented fairly consistent acceleration with all seeds. In contrast, the less amyloidogenic proteins (AL-12 and κI) presented dramatic differential effects that are dependent on the kind of seed used. κI had a poor efficiency to elongate preformed fibrils. Together, these results indicate that fibril formation is kinetically determined by the conformation of the amyloidogenic precursor and modulated by the differential ability of each protein to either nucleate or elongate fibrils. We observe morphological and conformational properties of some seeds that do not favor elongation with some proteins, resulting in a delay in the reaction.
Collapse
Affiliation(s)
- Luis M Blancas-Mejía
- Department of Biochemistry and Molecular Biology and ‡Department of Immunology, Mayo Clinic , 200 First Street Southwest, Rochester, Minnesota 55905, United States
| | - Marina Ramirez-Alvarado
- Department of Biochemistry and Molecular Biology and ‡Department of Immunology, Mayo Clinic , 200 First Street Southwest, Rochester, Minnesota 55905, United States
| |
Collapse
|
15
|
Pang Y, Wang WH, Reid GE, Hunt DF, Bruening ML. Pepsin-Containing Membranes for Controlled Monoclonal Antibody Digestion Prior to Mass Spectrometry Analysis. Anal Chem 2015; 87:10942-9. [PMID: 26455365 DOI: 10.1021/acs.analchem.5b02739] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Monoclonal antibodies (mAbs) are the fastest growing class of therapeutic drugs, because of their high specificities to target cells. Facile analysis of therapeutic mAbs and their post-translational modifications (PTMs) is essential for quality control, and mass spectrometry (MS) is the most powerful tool for antibody characterization. This study uses pepsin-containing nylon membranes as controlled proteolysis reactors for mAb digestion prior to ultrahigh-resolution Orbitrap MS analysis. Variation of the residence times (from 3 ms to 3 s) of antibody solutions in the membranes yields "bottom-up" (1-2 kDa) to "middle-down" (5-15 kDa) peptide sizes within less than 10 min. These peptides cover the entire sequences of Trastuzumab and a Waters antibody, and a proteolytic peptide comprised of 140 amino acids from the Waters antibody contains all three complementarity determining regions on the light chain. This work compares the performance of "bottom-up" (in-solution tryptic digestion), "top-down" (intact protein fragmentation), and "middle-down" (in-membrane digestion) analysis of an antibody light chain. Data from tandem MS show 99%, 55%, and 99% bond cleavage for "bottom-up", "top-down", and "middle-down" analyses, respectively. In-membrane digestion also facilitates detection of PTMs such as oxidation, deamidation, N-terminal pyroglutamic acid formation, and glycosylation. Compared to "bottom-up" and "top-down" approaches for antibody characterization, in-membrane digestion uses minimal sample preparation time, and this technique also yields high peptide and sequence coverage for the identification of PTMs.
Collapse
Affiliation(s)
- Yongle Pang
- Department of Chemistry, Michigan State University , East Lansing, Michigan 48824, United States
| | - Wei-Han Wang
- Department of Chemistry, University of Virginia , Charlottesville, Virginia 22904, United States
| | - Gavin E Reid
- School of Chemistry, Department of Biochemistry and Molecular Biology, Bio21 Molecular Science & Biotechnology Institute, The University of Melbourne , Parkville, Victoria 3010, Australia
| | - Donald F Hunt
- Department of Chemistry, University of Virginia , Charlottesville, Virginia 22904, United States.,Department of Pathology, Health Sciences Center, University of Virginia , Charlottesville, Virginia 22908, United States
| | - Merlin L Bruening
- Department of Chemistry, Michigan State University , East Lansing, Michigan 48824, United States
| |
Collapse
|
16
|
The route to protein aggregate superstructures: Particulates and amyloid-like spherulites. FEBS Lett 2015; 589:2448-63. [DOI: 10.1016/j.febslet.2015.07.006] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Revised: 07/02/2015] [Accepted: 07/06/2015] [Indexed: 12/15/2022]
|
17
|
Ardejani MS, Orner BP. Computationally assisted engineering of protein cages. Methods Mol Biol 2015; 1252:51-59. [PMID: 25358772 DOI: 10.1007/978-1-4939-2131-7_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
A hybrid computational method incorporating topographic analysis of protein surfaces and free-energy calculations of protein-protein interactions in protein nanocages is described. This design strategy can be used to engineer protein cages for enhanced structural stability and assembly.
Collapse
Affiliation(s)
- Maziar S Ardejani
- Department of Chemistry, School of Natural and Mathematical Sciences, King's College London, London, UK
| | | |
Collapse
|
18
|
Blancas-Mejía LM, Hammernik J, Marin-Argany M, Ramirez-Alvarado M. Differential effects on light chain amyloid formation depend on mutations and type of glycosaminoglycans. J Biol Chem 2014; 290:4953-4965. [PMID: 25538238 DOI: 10.1074/jbc.m114.615401] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Amyloid light chain (AL) amyloidosis is a protein misfolding disease where immunoglobulin light chains sample partially folded states that lead to misfolding and amyloid formation, resulting in organ dysfunction and death. In vivo, amyloid deposits are found in the extracellular space and involve a variety of accessory molecules, such as glycosaminoglycans, one of the main components of the extracellular matrix. Glycosaminoglycans are a group of negatively charged heteropolysaccharides composed of repeating disaccharide units. In this study, we investigated the effect of glycosaminoglycans on the kinetics of amyloid fibril formation of three AL cardiac amyloidosis light chains. These proteins have similar thermodynamic stability but exhibit different kinetics of fibril formation. We also studied single restorative and reciprocal mutants and wild type germ line control protein. We found that the type of glycosaminoglycan has a different effect on the kinetics of fibril formation, and this effect seems to be associated with the natural propensity of each AL protein to form fibrils. Heparan sulfate accelerated AL-12, AL-09, κI Y87H, and AL-103 H92D fibril formation; delayed fibril formation for AL-103; and did not promote any fibril formation for AL-12 R65S, AL-103 delP95aIns, or κI O18/O8. Chondroitin sulfate A, on the other hand, showed a strong fibril formation inhibition for all proteins. We propose that heparan sulfate facilitates the formation of transient amyloidogenic conformations of AL light chains, thereby promoting amyloid formation, whereas chondroitin sulfate A kinetically traps partially unfolded intermediates, and further fibril elongation into fibrils is inhibited, resulting in formation/accumulation of oligomeric/protofibrillar aggregates.
Collapse
Affiliation(s)
| | - Jared Hammernik
- School of Molecular and Cellular Biology, University of Illinois, Urbana, Illinois 61801
| | | | - Marina Ramirez-Alvarado
- Departments of Biochemistry and Molecular Biology and; Immunology, Mayo Clinic, Rochester, Minnesota 55905 and.
| |
Collapse
|
19
|
Arfat MY, Ashraf JM, Arif Z, Alam K. Fine characterization of glucosylated human IgG by biochemical and biophysical methods. Int J Biol Macromol 2014; 69:408-15. [PMID: 24953604 DOI: 10.1016/j.ijbiomac.2014.05.069] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Revised: 05/16/2014] [Accepted: 05/17/2014] [Indexed: 11/17/2022]
Abstract
Nonenzymatic glycosylation of proteins finally generates advanced glycation end products (AGEs). The Schiff's base and Amadori adduct are stages of early glycation. AGE-modified IgG may undergo conformational alterations and the final entity of the process may be involved in the pathogenesis of Rheumatoid Arthritis (RA). In this study, glycation of human IgG was carried out with varying concentrations of glucose. Effect of incubation period on glycation of IgG has also been studied. Amadori adduct was detected by nitroblue tetrazolium (NBT) dye. The glucose mediated structural alterations in IgG were studied by UV, fluorescence, CD, FT-IR, DLS and DSC spectroscopy, and SDS-PAGE. Glycation-induced aggregation in AGE-IgG was reported in the form of binding of thioflavin T and congo red. Furthermore, AGE-modified IgG exhibited hyperchromicity, decrease of tryptophan fluorescence accompanied by increase in AGE specific fluorescence, loss of β-sheet, appearance of new peak in FT-IR, increase in hydrodynamic size and melting temperature. SDS-PAGE results showed decrease in the band intensity of glycosylated-IgG compared to native IgG. Glycation-induced modifications and aggregation of IgG might be important in the pathogenesis of RA.
Collapse
Affiliation(s)
- Mir Yasir Arfat
- Department of Biochemistry, Faculty of Medicine, Aligarh Muslim University, Aligarh 202002, UP, India
| | - Jalaluddin M Ashraf
- Department of Biochemistry, Faculty of Medicine, Aligarh Muslim University, Aligarh 202002, UP, India
| | - Zarina Arif
- Rajiv Gandhi Centre for Diabetes and Endocrinology, Faculty of Medicine, Aligarh Muslim University, Aligarh 202002, UP, India
| | - Khursheed Alam
- Department of Biochemistry, Faculty of Medicine, Aligarh Muslim University, Aligarh 202002, UP, India.
| |
Collapse
|
20
|
Castro-Acosta RM, Rodríguez-Limas WA, Valderrama B, Ramírez OT, Palomares LA. Effect of metal catalyzed oxidation in recombinant viral protein assemblies. Microb Cell Fact 2014; 13:25. [PMID: 24533452 PMCID: PMC3928578 DOI: 10.1186/1475-2859-13-25] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 02/10/2014] [Indexed: 11/12/2022] Open
Abstract
Background Protein assemblies, such as virus-like particles, have increasing importance as vaccines, delivery vehicles and nanomaterials. However, their use requires stable assemblies. An important cause of loss of stability in proteins is oxidation, which can occur during their production, purification and storage. Despite its importance, very few studies have investigated the effect of oxidation in protein assemblies and their structural units. In this work, we investigated the role of in vitro oxidation in the assembly and stability of rotavirus VP6, a polymorphic protein. Results The susceptibility to oxidation of VP6 assembled into nanotubes (VP6NT) and unassembled VP6 (VP6U) was determined and compared to bovine serum albumin (BSA) as control. VP6 was more resistant to oxidation than BSA, as determined by measuring protein degradation and carbonyl content. It was found that assembly protected VP6 from in vitro metal-catalyzed oxidation. Oxidation provoked protein aggregation and VP6NT fragmentation, as evidenced by dynamic light scattering and transmission electron microscopy. Oxidative damage of VP6 correlated with a decrease of its center of fluorescence spectral mass. The in vitro assembly efficiency of VP6U into VP6NT decreased as the oxidant concentration increased. Conclusions Oxidation caused carbonylation, quenching, and destruction of aromatic amino acids and aggregation of VP6 in its assembled and unassembled forms. Such modifications affected protein functionality, including its ability to assemble. That assembly protected VP6 from oxidation shows that exposure of susceptible amino acids to the solvent increases their damage, and therefore the protein surface area that is exposed to the solvent is determinant of its susceptibility to oxidation. The inability of oxidized VP6 to assemble into nanotubes highlights the importance of avoiding this modification during the production of proteins that self-assemble. This is the first time that the role of oxidation in protein assembly is studied, evidencing that oxidation should be minimized during the production process if VP6 nanotubes are required.
Collapse
Affiliation(s)
| | | | | | | | - Laura A Palomares
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, A,P, 510-3, C,P, 62210, Cuernavaca, Morelos, Mexico.
| |
Collapse
|
21
|
DiCostanzo AC, Thompson JR, Peterson FC, Volkman BF, Ramirez-Alvarado M. Tyrosine residues mediate fibril formation in a dynamic light chain dimer interface. J Biol Chem 2012; 287:27997-8006. [PMID: 22740699 DOI: 10.1074/jbc.m112.362921] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Light chain amyloidosis is an incurable protein misfolding disease where monoclonal immunoglobulin light chains misfold and deposit as amyloid fibrils, causing organ failure and death. Previously, we determined that amyloidogenic light chains AL-09 and AL-103 do not form fibrils at pH 10 (tyrosine pK(a)). There are three tyrosine residues (32, 91, and 96) clustered in the dimer interface, interacting differently in the two light chain proteins due to their two different dimer conformations. These tyrosines may be ionized at pH 10, causing repulsion and inhibiting fibril formation. Here, we characterize single and double Tyr-to-Phe mutations in AL-09 and AL-103. All AL-09 Tyr-to-Phe mutants form fibrils at pH 10, whereas none of the AL-103 mutants form fibrils at pH 10. NMR studies suggest that although both AL-09 and AL-103 present conformational heterogeneity, only AL-09 favors dimer conformations where tyrosine residues mediate crucial interactions for amyloid formation.
Collapse
Affiliation(s)
- Ara Celi DiCostanzo
- Department of Biochemistry and Molecular Biology, College of Medicine, Mayo Clinic, Rochester, Minnesota 55905, USA
| | | | | | | | | |
Collapse
|
22
|
|
23
|
Mulinacci F, Poirier E, Capelle MA, Gurny R, Arvinte T. Enhanced physical stability of human calcitonin after methionine oxidation. Eur J Pharm Biopharm 2011; 78:229-38. [DOI: 10.1016/j.ejpb.2010.12.038] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2010] [Revised: 12/21/2010] [Accepted: 12/22/2010] [Indexed: 12/01/2022]
|
24
|
Ardejani MS, Li NX, Orner BP. Stabilization of a protein nanocage through the plugging of a protein-protein interfacial water pocket. Biochemistry 2011; 50:4029-37. [PMID: 21488690 DOI: 10.1021/bi200207w] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The unique structural properties of the ferritin protein cages have provided impetus to focus on the methodical study of these self-assembling nanosystems. Among these proteins, Escherichia coli bacterioferritin (EcBfr), although architecturally very similar to other members of the family, shows structural instability and an incomplete self-assembly behavior by populating two oligomerization states. Through computational analysis and comparison to its homologues, we have found that this protein has a smaller than average dimeric interface on its 2-fold symmetry axis mainly because of the existence of an interfacial water pocket centered around two water-bridged asparagine residues. To investigate the possibility of engineering EcBfr for modified structural stability, we have used a semiempirical computational method to virtually explore the energy differences of the 480 possible mutants at the dimeric interface relative to that of wild-type EcBfr. This computational study also converged on the water-bridged asparagines. Replacing these two asparagines with hydrophobic amino acids resulted in proteins that folded into α-helical monomers and assembled into cages as evidenced by circular dichroism and transmission electron microscopy. Both thermal and chemical denaturation confirmed that, in all cases, these proteins, in agreement with the calculations, possessed increased stability. One of the three mutations shifts the population in favor of the higher-order oligomerization state in solution as evidenced by both size exclusion chromatography and native gel electrophoresis. These results taken together suggest that our low-level design was successful and that it may be possible to apply the strategy of targeting water pockets at protein--protein interfaces to other protein cage and self-assembling systems. More generally, this study further demonstrates the power of jointly employing in silico and in vitro techniques to understand and enhance biostructural energetics.
Collapse
Affiliation(s)
- Maziar S Ardejani
- Division of Chemistry and Biological Chemistry, Nanyang Technological University, 21 Nanyang Link, Singapore 637371
| | | | | |
Collapse
|
25
|
Baden EM, Sikkink LA, Ramirez-Alvarado M. Light chain amyloidosis - current findings and future prospects. Curr Protein Pept Sci 2009; 10:500-508. [PMID: 19538145 PMCID: PMC3898330 DOI: 10.2174/138920309789351949] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2008] [Accepted: 11/10/2008] [Indexed: 11/22/2022]
Abstract
Systemic light chain amyloidosis (AL) is one of several protein misfolding diseases and is characterized by extracellular deposition of immunoglobulin light chains in the form of amyloid fibrils [1]. Immunoglobulin (Ig) proteins consist of two light chains (LCs) and two heavy chains (HCs) that ordinarily form a heterotetramer which is secreted by a plasma cell. In AL, however, a monoclonal plasma cell population produces an abundance of a pathogenic LC protein. In this case, not all of the LCs pair with the HCs, and free LCs are secreted into circulation. The LC-HC dimer is very stable, and losing this interaction may result in an unstable LC protein [2]. Additionally, somatic mutations are thought to cause amyloidogenic proteins to be less stable compared to non-amyloidogenic proteins [3-5], leading to protein misfolding and amyloid fibril formation. The amyloid fibrils cause tissue damage and cell death, leading to patient death within 12-18 months if left untreated [6]. Current therapies are harsh and not curative, including chemotherapy and autologous stem cell transplants. Studies of protein pathogenesis and fibril formation mechanisms may lead to better therapies with an improved outlook for patient survival. Much has been done to determine the molecular factors that make a particular LC protein amyloidogenic and to elucidate the mechanism of amyloid fibril formation. Anthony Fink's work, particularly with discerning the role of intermediates in the fibril formation pathway, has made a remarkable impact in the field of amyloidosis research. This review provides a general overview of the current state of AL research and also attempts to capture the most recent ideas and knowledge generated from the Fink laboratory.
Collapse
Affiliation(s)
- Elizabeth M. Baden
- Department of Biochemistry and Molecular Biology, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - Laura A. Sikkink
- Department of Biochemistry and Molecular Biology, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - Marina Ramirez-Alvarado
- Department of Biochemistry and Molecular Biology, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| |
Collapse
|
26
|
Legge FS, Binger KJ, Griffin MDW, Howlett GJ, Scanlon D, Treutlein H, Yarovsky I. Effect of Oxidation and Mutation on the Conformational Dynamics and Fibril Assembly of Amyloidogenic Peptides Derived from Apolipoprotein C-II. J Phys Chem B 2009; 113:14006-14. [DOI: 10.1021/jp903842u] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- F. S. Legge
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - K. J. Binger
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - M. D. W. Griffin
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - G. J. Howlett
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - D. Scanlon
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - H. Treutlein
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - I. Yarovsky
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| |
Collapse
|