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Völzke JL, Smatty S, Döring S, Ewald S, Oelze M, Fratzke F, Flemig S, Konthur Z, Weller MG. Efficient Purification of Polyhistidine-Tagged Recombinant Proteins Using Functionalized Corundum Particles. BioTech (Basel) 2023; 12:biotech12020031. [PMID: 37218748 DOI: 10.3390/biotech12020031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/26/2023] [Accepted: 04/28/2023] [Indexed: 05/24/2023] Open
Abstract
Immobilized metal affinity chromatography (IMAC) is a popular and valuable method for the affinity purification of polyhistidine-tagged recombinant proteins. However, it often shows practical limitations, which might require cumbersome optimizations, additional polishing, and enrichment steps. Here, we present functionalized corundum particles for the efficient, economical, and fast purification of recombinant proteins in a column-free format. The corundum surface is first derivatized with the amino silane APTES, then EDTA dianhydride, and subsequently loaded with nickel ions. The Kaiser test, well known in solid-phase peptide synthesis, was used to monitor amino silanization and the reaction with EDTA dianhydride. In addition, ICP-MS was performed to quantify the metal-binding capacity. His-tagged protein A/G (PAG), mixed with bovine serum albumin (BSA), was used as a test system. The PAG binding capacity was around 3 mg protein per gram of corundum or 2.4 mg per 1 mL of corundum suspension. Cytoplasm obtained from different E. coli strains was examined as examples of a complex matrix. The imidazole concentration was varied in the loading and washing buffers. As expected, higher imidazole concentrations during loading are usually beneficial when higher purities are desired. Even when higher sample volumes, such as one liter, were used, recombinant protein down to a concentration of 1 µg/mL could be isolated selectively. Comparing the corundum material with standard Ni-NTA agarose beads indicated higher purities of proteins isolated using corundum. His6-MBP-mSA2, a fusion protein consisting of monomeric streptavidin and maltose-binding protein in the cytoplasm of E. coli, was purified successfully. To show that this method is also suitable for mammalian cell culture supernatants, purification of the SARS-CoV-2-S-RBD-His8 expressed in human Expi293F cells was performed. The material cost of the nickel-loaded corundum material (without regeneration) is estimated to be less than 30 cents for 1 g of functionalized support or 10 cents per milligram of isolated protein. Another advantage of the novel system is the corundum particles' extremely high physical and chemical stability. The new material should be applicable in small laboratories and large-scale industrial applications. In summary, we could show that this new material is an efficient, robust, and cost-effective purification platform for the purification of His-tagged proteins, even in challenging, complex matrices and large sample volumes of low product concentration.
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Affiliation(s)
- Jule L Völzke
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Sarah Smatty
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Sarah Döring
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Shireen Ewald
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Marcus Oelze
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Franziska Fratzke
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Sabine Flemig
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Zoltán Konthur
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Michael G Weller
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
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Ch'ng ACW, Konthur Z, Lim TS. Magnetic Nanoparticle-Based Semi-automated Panning for High-Throughput Antibody Selection. Methods Mol Biol 2023; 2702:291-313. [PMID: 37679626 DOI: 10.1007/978-1-0716-3381-6_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
Bio-panning is a common process involved in recombinant antibody selection against defined targets. The biopanning process aims to isolate specific antibodies against an antigen via affinity selection from a phage display library. In general, antigens are immobilized on solid surfaces such as polystyrene plastic, magnetic beads, and nitrocellulose. For high-throughput selection, semi-automated panning selection allows simultaneous panning against multiple target antigens adapting automated particle processing systems such as the KingFisher Flex. The system setup allows for minimal human intervention for pre- and post-panning steps such as antigen immobilization, phage rescue, and amplification. In addition, the platform is also adaptable to perform polyclonal and monoclonal ELISA for the evaluation process. This chapter will detail the protocols involved from the selection stage until the monoclonal ELISA evaluation with important notes attached at the end of this chapter for optimization and troubleshooting purposes.
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Affiliation(s)
- Angela Chiew Wen Ch'ng
- Institute for Reseach in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
| | - Zoltán Konthur
- Department of Analytical Chemistry, Reference Materials, Bundesanstalt für Materialforschung und -prüfung (BAM), Berlin, Germany
| | - Theam Soon Lim
- Institute for Reseach in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia.
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Marklein B, Jenning M, Konthur Z, Häupl T, Welzel F, Nonhoff U, Krobitsch S, Mulder DM, Koenders MI, Joshua V, Cope AP, Shlomchik MJ, Anders HJ, Burmester GR, Hensvold A, Catrina AI, Rönnelid J, Steiner G, Skriner K. Correction to: The citrullinated/native index of autoantibodies against hnRNP-DL predicts an individual "window of treatment success" in RA patients. Arthritis Res Ther 2021; 23:255. [PMID: 34627334 PMCID: PMC8501674 DOI: 10.1186/s13075-021-02639-z] [Citation(s) in RCA: 1] [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: 11/20/2022] Open
Affiliation(s)
- Bianka Marklein
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | - Madeleine Jenning
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany.,German Rheumatism Research Centre, Leibniz Institute, 10117, Berlin, Germany
| | - Zoltán Konthur
- Max Planck Institute for Molecular Genetics, Berlin, Germany.,Max Planck Institute of Colloids and Interfaces, Potsdam, Germany.,Department of Analytical Chemistry (Dpt.1), Bundesanstalt für Materialforschung und-prüfung (BAM), Berlin, Germany
| | - Thomas Häupl
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | | | - Ute Nonhoff
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | | | - Debbie M Mulder
- Department of Experimental Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marije I Koenders
- Department of Experimental Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Vijay Joshua
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Andrew P Cope
- Centre for Rheumatic Diseases, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Mark J Shlomchik
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Hans-Joachim Anders
- Medical Clinic and Policlinic IV, Nephrological Center, Ludwig-Maximilian-University Hospital, Munich, Germany
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | - Aase Hensvold
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.,Academic Specialist Center, Center for Rheumatology, Stockholm Health Region, Stockholm, Sweden
| | - Anca I Catrina
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Rönnelid
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Günter Steiner
- Division of Rheumatology, Medical University of Vienna, Vienna, Austria.,Ludwig Boltzmann Cluster for Arthritis and Rehabilitation, Vienna, Austria
| | - Karl Skriner
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany. .,German Rheumatism Research Centre, Leibniz Institute, 10117, Berlin, Germany.
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Marklein B, Jenning M, Konthur Z, Häupl T, Welzel F, Nonhoff U, Krobitsch S, Mulder DM, Koenders MI, Joshua V, Cope AP, Shlomchik MJ, Anders HJ, Burmester GR, Hensvold A, Catrina AI, Rönnelid J, Steiner G, Skriner K. The citrullinated/native index of autoantibodies against hnRNP-DL predicts an individual "window of treatment success" in RA patients. Arthritis Res Ther 2021; 23:239. [PMID: 34521462 PMCID: PMC8439038 DOI: 10.1186/s13075-021-02603-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 08/06/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There is a need for biomarker to identify patients "at risk" for rheumatoid arthritis (risk-RA) and to better predict the therapeutic response and in this study we tested the hypothesis that novel native and citrullinated heterogeneous nuclear ribonucleoprotein (hnRNP)-DL autoantibodies could be possible biomarkers. METHODS Using protein macroarray and ELISA, epitope recognition against hnRNP-DL was analysed in sera from different developed RA disease and diagnosed SLE patients. Toll-like receptor (TLR) 7/9 and myeloid differentiation primary response gene 88 (MyD88)-dependency were studied in sera from murine disease models. HnRNP-DL expression in cultivated cells and synovial tissue was analysed by indirect immunofluorescence, immunoblot and immunohistochemistry. RESULTS HnRNP-DL was highly expressed in stress granules, citrullinated in the rheumatoid joint and targeted by autoantibodies either as native or citrullinated proteins in patient subsets with different developed RA disease. Structural citrullination dependent epitopes (SCEs) of hnRNP-DL were detected in 58% of the SLE patients although 98% of these sera were α-CCP-2-negative. To obtain a specific citrullinated signal value, we subtracted the native antibody value from the citrullinated signal. The citrullinated/native index of autoantibodies against hnRNP-DL (CNDL-Index) was identified as a new value for an "individual window of treatment success" in early RA and for the detection of RF IgM/α-CCP-2 seronegative RA patients (24-46%). Negative CNDL-index was found in SLE patients, risk-RA and early RA cohorts such as EIRA where the majority of these patients are DAS28-responders to methotrexate (MTX) treatment (87%). High positive CNDL-values were associated with more severe RA, shared epitope and parenchymal changes in the lung. Specifically, native α-hnRNP-DL is TLR7/9-dependent, associated with pain and ROC analysis revealed an association to initial MTX or etanercept treatment response, especially in seronegative RA patients. CONCLUSION CNDL-index defines people at risk to develop RA and the "window of treatment success" thereby closing the sensitivity gap in RA.
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Affiliation(s)
- Bianka Marklein
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | - Madeleine Jenning
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
- German Rheumatism Research Centre, Leibniz Institute, 10117, Berlin, Germany
| | - Zoltán Konthur
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- Department of Analytical Chemistry (Dpt.1), Bundesanstalt für Materialforschung und-prüfung (BAM), Berlin, Germany
| | - Thomas Häupl
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | | | - Ute Nonhoff
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | | | - Debbie M Mulder
- Department of Experimental Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marije I Koenders
- Department of Experimental Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Vijay Joshua
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Andrew P Cope
- Centre for Rheumatic Diseases, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Mark J Shlomchik
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Hans-Joachim Anders
- Medical Clinic and Policlinic IV, Nephrological Center, Ludwig-Maximilian-University Hospital, Munich, Germany
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany
| | - Aase Hensvold
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
- Academic Specialist Center, Center for Rheumatology, Stockholm Health Region, Stockholm, Sweden
| | - Anca I Catrina
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Rönnelid
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Günter Steiner
- Division of Rheumatology, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Cluster for Arthritis and Rehabilitation, Vienna, Austria
| | - Karl Skriner
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Charite Campus Mitte, Rheumatologisches Forschungslabor - AG Skriner, Chariteplatz 1 (intern Virchowweg 11, 5.OG, R011), 10117, Berlin, Germany.
- German Rheumatism Research Centre, Leibniz Institute, 10117, Berlin, Germany.
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Jenning M, Marklein B, Ytterberg J, Zubarev RA, Joshua V, van Schaardenburg D, van de Stadt L, Catrina AI, Nonhoff U, Häupl T, Konthur Z, Burmester GR, Skriner K. Bacterial citrullinated epitopes generated by Porphyromonas gingivalis infection-a missing link for ACPA production. Ann Rheum Dis 2020; 79:1194-1202. [PMID: 32532752 DOI: 10.1136/annrheumdis-2019-216919] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 04/22/2020] [Accepted: 05/18/2020] [Indexed: 12/30/2022]
Abstract
OBJECTIVES Porphyromonas gingivalis (P.g.) is discussed to be involved in triggering self-reactive immune responses. The aim of this study was to investigate the autocitrullinated prokaryotic peptidylarginine deiminase (PPAD) from P.g. CH2007 (RACH2007-PPAD) from a rheumatoid arthritis (RA) patient and a synthetic citrullinated PPAD peptide (CPP) containing the main autocitrullination site as potential targets for antibody reactivity in RA and to analyse the possibility of citrullinating native human proteins by PPAD in the context of RA. METHODS Recombinant RACH2007-PPAD was cloned and expressed in Escherichia coli. Purified RACH2007-PPAD and its enzymatic activity was analysed using two-dimensional electrophoresis, mass spectrometry, immunoblot and ELISA. Autoantibody response to different modified proteins and peptides was recorded and bioinformatically evaluated. RESULTS RACH2007-PPAD was capable to citrullinate major RA autoantigens, such as fibrinogen, vimentin, hnRNP-A2/B1, histone H1 and multiple peptides, which identify a common RG/RGG consensus motif. 33% of RA patients (n=30) revealed increased reactivity for α-cit-RACH2007-PPAD before RA onset. 77% of RA patients (n=99) presented α-cit-specific signals to CPP amino acids 57-71 which were positively correlated to α-CCP2 antibody levels. Interestingly, 48% of the α-CPP-positives were rheumatoidfactor IgM/anti-citrullinated peptide/protein antibodies (ACPA)-negative. Anti-CPP and α-RACH2007-PPAD antibody levels increase with age. Protein macroarrays that were citrullinated by RACH2007-PPAD and screened with RA patient sera (n=6) and controls (n=4) uncovered 16 RACH2007-PPAD citrullinated RA autoantigens and 9 autoantigens associated with lung diseases. We showed that the α-CPP response could be an important determinant in parenchymal changes in the lung at the time of RA diagnosis (n=106; p=0.018). CONCLUSIONS RACH2007-PPAD induced internal citrullination of major RA autoantigens. Anti-RACH2007-PPAD correlates with ACPA levels and interstitial lung disease autoantigen reactivity, supporting an infection-based concept for induction of ACPAs via enzymatic mimicry.
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Affiliation(s)
- Madeleine Jenning
- Department of Rheumatology and Clinical Immunology, Charité University Medicine Berlin, Corporate Member of Free University Berlin, Humboldt University Berlin and Berlin Institute of Health, Berlin, Germany
| | - Bianka Marklein
- Department of Rheumatology and Clinical Immunology, Charité University Medicine Berlin, Corporate Member of Free University Berlin, Humboldt University Berlin and Berlin Institute of Health, Berlin, Germany
| | - Jimmy Ytterberg
- Swedish Orphan Biovitrum AB, Stockholm, Sweden
- Department of Medical Biochemistry and Biophysics, Division of Physiological Chemistry I, Stockholm, Sweden
| | - Roman A Zubarev
- Medical Biochemistry and Biophysics, Chemistry I Division, Karolinska Institute, Stockholm, Sweden
| | - Vijay Joshua
- Rheumatology Unit, Department of Medicine, Karolinska University Hospital and Institutet, Stockholm, Sweden
| | | | | | | | | | - Thomas Häupl
- Department of Rheumatology and Clinical Immunology, Charité University Medicine Berlin, Corporate Member of Free University Berlin, Humboldt University Berlin and Berlin Institute of Health, Berlin, Germany
| | - Zoltán Konthur
- Engine GmbH, Hennigsdorf, Germany
- Bundesanstalt für Materialforschung und -prüfung (BAM), Berlin, Germany
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité University Medicine Berlin, Corporate Member of Free University Berlin, Humboldt University Berlin and Berlin Institute of Health, Berlin, Germany
| | - Karl Skriner
- Department of Rheumatology and Clinical Immunology, Charité University Medicine Berlin, Corporate Member of Free University Berlin, Humboldt University Berlin and Berlin Institute of Health, Berlin, Germany
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Klatt S, Simpson L, Maslov DA, Konthur Z. Leishmania tarentolae: Taxonomic classification and its application as a promising biotechnological expression host. PLoS Negl Trop Dis 2019; 13:e0007424. [PMID: 31344033 PMCID: PMC6657821 DOI: 10.1371/journal.pntd.0007424] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
In this review, we summarize the current knowledge concerning the eukaryotic protozoan parasite Leishmania tarentolae, with a main focus on its potential for biotechnological applications. We will also discuss the genus, subgenus, and species-level classification of this parasite, its life cycle and geographical distribution, and similarities and differences to human-pathogenic species, as these aspects are relevant for the evaluation of biosafety aspects of L. tarentolae as host for recombinant DNA/protein applications. Studies indicate that strain LEM-125 but not strain TARII/UC of L. tarentolae might also be capable of infecting mammals, at least transiently. This could raise the question of whether the current biosafety level of this strain should be reevaluated. In addition, we will summarize the current state of biotechnological research involving L. tarentolae and explain why this eukaryotic parasite is an advantageous and promising human recombinant protein expression host. This summary includes overall biotechnological applications, insights into its protein expression machinery (especially on glycoprotein and antibody fragment expression), available expression vectors, cell culture conditions, and its potential as an immunotherapy agent for human leishmaniasis treatment. Furthermore, we will highlight useful online tools and, finally, discuss possible future applications such as the humanization of the glycosylation profile of L. tarentolae or the expression of mammalian recombinant proteins in amastigote-like cells of this species or in amastigotes of avirulent human-pathogenic Leishmania species.
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Affiliation(s)
- Stephan Klatt
- Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- * E-mail: (SK); (ZK)
| | - Larry Simpson
- Department of Microbiology, Immunology and Molecular Genetics, Geffen School of Medicine at UCLA, University of California, Los Angeles, California, United States of America
| | - Dmitri A. Maslov
- Department of Molecular, Cell, and Systems Biology, University of California, Riverside, California, United States of America
| | - Zoltán Konthur
- Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- * E-mail: (SK); (ZK)
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Devulapally PR, Bürger J, Mielke T, Konthur Z, Lehrach H, Yaspo ML, Glökler J, Warnatz HJ. Simple paired heavy- and light-chain antibody repertoire sequencing using endoplasmic reticulum microsomes. Genome Med 2018; 10:34. [PMID: 29703216 PMCID: PMC5921987 DOI: 10.1186/s13073-018-0542-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [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: 09/11/2017] [Accepted: 04/12/2018] [Indexed: 12/21/2022] Open
Abstract
Existing methods for paired antibody heavy- and light-chain repertoire sequencing rely on specialized equipment and are limited by their commercial availability and high costs. Here, we report a novel simple and cost-effective emulsion-based single-cell paired antibody repertoire sequencing method that employs only basic laboratory equipment. We performed a proof-of-concept using mixed mouse hybridoma cells and we also showed that our method can be used for discovery of novel antigen-specific monoclonal antibodies by sequencing human CD19+ B cell IgM and IgG repertoires isolated from peripheral whole blood before and seven days after Td (Tetanus toxoid/Diphtheria toxoid) booster immunization. We anticipate broad applicability of our method for providing insights into adaptive immune responses associated with various diseases, vaccinations, and cancer immunotherapies.
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Affiliation(s)
- Praneeth Reddy Devulapally
- Otto Warburg Laboratory Gene Regulation and Systems Biology of Cancer, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Jörg Bürger
- Microscopy and Cryo-Electron Microscopy Service Group, Max Planck Institute for Molecular Genetics, Berlin, Germany.,Institut für Medizinische Physik und Biophysik, Charité-Universitätsmedizin, Berlin, Germany
| | - Thorsten Mielke
- Microscopy and Cryo-Electron Microscopy Service Group, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Zoltán Konthur
- Department of Biomolecular Systems, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
| | - Hans Lehrach
- Alacris Theranostics GmbH, Berlin, Germany.,Dahlem Centre for Genome Research and Medical Systems Biology, Berlin, Germany
| | - Marie-Laure Yaspo
- Otto Warburg Laboratory Gene Regulation and Systems Biology of Cancer, Max Planck Institute for Molecular Genetics, Berlin, Germany.,Alacris Theranostics GmbH, Berlin, Germany
| | - Jörn Glökler
- Department of Molecular Biotechnology and Functional Genomics, Institute of Applied Biosciences, Technical University of Applied Sciences Wildau, Wildau, Brandenburg, Germany
| | - Hans-Jörg Warnatz
- Otto Warburg Laboratory Gene Regulation and Systems Biology of Cancer, Max Planck Institute for Molecular Genetics, Berlin, Germany.
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Abstract
The application of recombinant human antibodies is growing rapidly mainly in the field of diagnostics and therapeutics. To identify antibodies against a specific antigen, panning selection is carried out using different display technologies. Phage display technology remains the preferred platform due to its robustness and efficiency in biopanning experiments. There are both manual and semi-automated panning selections using polystyrene plastic, magnetic beads, and nitrocellulose as the immobilizing solid surface. Magnetic nanoparticles allow for improved antigen binding due to their large surface area. The Kingfisher Flex magnetic particle processing system was originally designed to aid in RNA, DNA, and protein extraction using magnetic beads. However, the system can be programmed for antibody phage display panning. The automation allows for a reduction in human error and improves reproducibility in between selections with the preprogrammed movements. The system requires minimum human intervention to operate; however, human intervention is needed for post-panning steps like phage rescue. In addition, polyclonal and monoclonal ELISA can be performed using the semi-automated platform to evaluate the selected antibody clones. This chapter will summarize the suggested protocol from the panning stage till the monoclonal ELISA evaluation. Other than this, important notes on the possible optimization and troubleshooting are also included at the end of this chapter.
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Affiliation(s)
- Angela Chiew Wen Ch'ng
- Analytical Biochemistry Research Centre, Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800, Minden, Penang, Malaysia
| | - Nurul Hamizah Binti Hamidon
- Analytical Biochemistry Research Centre, Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800, Minden, Penang, Malaysia
| | - Zoltán Konthur
- Max Planck Institute of Colloids and Interfaces, Mühlenberg 1, 14476, Potsdam, Germany
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Minden, Penang, Malaysia. .,Analytical Biochemistry Research Centre, Universiti Sains Malaysia, Minden, Penang, Malaysia.
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Grimm C, Marklein B, Rosenberger K, Konthur Z, Burmester G, Skriner K. SAT0043 Inhibitory Potential of Specific Monoclonal Acpas in Two Mouse Subspecies Genetically Separated about One Million Years ago. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.2974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Konthur Z, Nonhoff U, Wiemkes M, Detert J, Braun T, Hollidt J, Burmester G, Skriner K. AB0094 A Dual Pathomechnism of Local TNF Produceing IGA B Cells in RA Synovial Tissue. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.2975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Konthur Z, Wiemkes M, Häupl T, Burmester G, Skriner K. FRI0201 Rituximab Treated Non Responder Rheumatoid Arthritis Patients Are Generating A New Autoantibody Repertoire. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.2977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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12
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Grimm C, Marklein B, Jenning M, Harre U, Konthur Z, Lehrach H, Burmester GR, Skriner K. A1.21 Inhibitory potential of specific acpas in two mouse subspecies genetically separated about one million years ago. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-209124.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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13
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Konthur Z, Nonhoff U, Wiemkes M, Detert J, Braun T, Hollidt J, Burmester GR, Skriner K. FRI0120 IGA Autoantigens – A Link Between the GUT and the Anti-TNF Therapy Response in Rheumatoid Arthritis Patients Analysed in Two Independent Clinical Trials. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.5413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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14
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Konthur Z, Nonhoff U, Wiemkes MM, Detert J, Braun T, Hollidt JM, Burmester GR, Skriner K. A7.11 IGA autoantigens – a link between the gut and the anti-TNF therapy response in rheumatoid arthritis patients analysed in two independent clinical trials. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-207259.181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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15
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Galiveti CR, Raabe CA, Konthur Z, Rozhdestvensky TS. Differential regulation of non-protein coding RNAs from Prader-Willi Syndrome locus. Sci Rep 2014; 4:6445. [PMID: 25246219 PMCID: PMC4171697 DOI: 10.1038/srep06445] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [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: 06/03/2014] [Accepted: 08/28/2014] [Indexed: 12/22/2022] Open
Abstract
Prader-Willi Syndrome (PWS) is a neurogenetic disorder caused by the deletion of imprinted genes on the paternally inherited human chromosome 15q11-q13. This locus harbours a long non-protein-coding RNA (U-UBE3A-ATS) that contains six intron-encoded snoRNAs, including the SNORD116 and SNORD115 repetitive clusters. The 3′-region of U-UBE3A-ATS is transcribed in the cis-antisense direction to the ubiquitin-protein ligase E3A (UBE3A) gene. Deletion of the SNORD116 region causes key characteristics of PWS. There are few indications that SNORD115 might regulate serotonin receptor (5HT2C) pre-mRNA processing. Here we performed quantitative real-time expression analyses of RNAs from the PWS locus across 20 human tissues and combined it with deep-sequencing data derived from Cap Analysis of Gene Expression (CAGE-seq) libraries. We found that the expression profiles of SNORD64, SNORD107, SNORD108 and SNORD116 are similar across analyzed tissues and correlate well with SNORD116 embedded U-UBE3A-ATS exons (IPW116). Notable differences in expressions between the aforementioned RNAs and SNORD115 together with the host IPW115 and UBE3A cis-antisense exons were observed. CAGE-seq analysis revealed the presence of potential transcriptional start sites originated from the U-UBE3A-ATS spanning region. Our findings indicate novel aspects for the expression regulation in the PWS locus.
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Affiliation(s)
- Chenna R Galiveti
- 1] Institute of Experimental Pathology, ZMBE, University of Münster, Von-Esmarch-Str. 56, 48149 Münster, Germany [2] Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics, Ihnestrasse 63-73, 14195 Berlin, Germany
| | - Carsten A Raabe
- Institute of Experimental Pathology, ZMBE, University of Münster, Von-Esmarch-Str. 56, 48149 Münster, Germany
| | - Zoltán Konthur
- 1] Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics, Ihnestrasse 63-73, 14195 Berlin, Germany [2] Max Planck Institute of Colloids and Interfaces, Department of Biomolecular Systems, Am Mühlenberg 1, 14476 Potsdam, Germany
| | - Timofey S Rozhdestvensky
- Institute of Experimental Pathology, ZMBE, University of Münster, Von-Esmarch-Str. 56, 48149 Münster, Germany
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16
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von Hacht A, Seifert O, Menger M, Schütze T, Arora A, Konthur Z, Neubauer P, Wagner A, Weise C, Kurreck J. Identification and characterization of RNA guanine-quadruplex binding proteins. Nucleic Acids Res 2014; 42:6630-44. [PMID: 24771345 PMCID: PMC4041461 DOI: 10.1093/nar/gku290] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [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: 01/01/2023] Open
Abstract
Guanine quadruplex (G-quadruplex) motifs in the 5′ untranslated region (5′-UTR) of mRNAs were recently shown to influence the efficiency of translation. In the present study, we investigate the interaction between cellular proteins and the G-quadruplexes located in two mRNAs (MMP16 and ARPC2). Formation of the G-quadruplexes was confirmed by biophysical characterization and the inhibitory activity on translation was shown by luciferase reporter assays. In experiments with whole cell extracts from different eukaryotic cell lines, G-quadruplex-binding proteins were isolated by pull-down assays and subsequently identified by matrix-assisted laser desorption ionization-time of flight mass spectrometry. The binding partners of the RNA G-quadruplexes we discovered included several heterogenous nuclear ribonucleoproteins, ribosomal proteins, and splicing factors, as well as other proteins that have previously not been described to interact with nucleic acids. While most of the proteins were specific for either of the investigated G-quadruplexes, some of them bound to both motifs. Selected candidate proteins were subsequently produced by recombinant expression and dissociation constants for the interaction between the proteins and RNA G-quadruplexes in the low nanomolar range were determined by surface plasmon resonance spectroscopy. The present study may thus help to increase our understanding of the mechanisms by which G-quadruplexes regulate translation.
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Affiliation(s)
- Annekathrin von Hacht
- Institute of Biotechnology, Department of Applied Biochemistry, TUB 4/3-2, Technische Universität Berlin, Gustav-Meyer-Allee 25, 13355 Berlin, Germany
| | - Oliver Seifert
- Institute for Cell Biology and Immunology, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | | | - Tatjana Schütze
- Institute of Biotechnology, Department of Applied Biochemistry, TUB 4/3-2, Technische Universität Berlin, Gustav-Meyer-Allee 25, 13355 Berlin, Germany
| | - Amit Arora
- Institute for Molecular Biosciences, University of Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt/Main, Germany
| | - Zoltán Konthur
- Max Planck Institute for Molecular Genetics, Ihnestraße 63-73, 14195 Berlin, Germany Max Planck Institute of Colloids and Interfaces, Am Mühlenberg 1, 14476 Potsdam, Germany
| | - Peter Neubauer
- Institute of Biotechnology, Department of Bioprocess Engineering, ACK-24, Technische Universität Berlin, Ackerstraße 76, 13355 Berlin, Germany
| | - Anke Wagner
- Institute of Biotechnology, Department of Applied Biochemistry, TUB 4/3-2, Technische Universität Berlin, Gustav-Meyer-Allee 25, 13355 Berlin, Germany
| | - Christoph Weise
- Institute of Chemistry and Biochemistry, Freie Universität Berlin, Thielallee 63, 14195 Berlin, Germany
| | - Jens Kurreck
- Institute of Biotechnology, Department of Applied Biochemistry, TUB 4/3-2, Technische Universität Berlin, Gustav-Meyer-Allee 25, 13355 Berlin, Germany
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17
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Marklein B, Sohn M, Konthur Z, Grimm K, Steiner G, Apparailly F, Burmester GR, Skriner K. A6.5 Toll-like receptor dependent autoantigens and vesicles from P.gingivalis in animal models of RA to modulate collagen and collagen antibody induced arthritis. Ann Rheum Dis 2014. [DOI: 10.1136/annrheumdis-2013-205124.165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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18
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Klatt S, Hartl D, Fauler B, Gagoski D, Castro-Obregón S, Konthur Z. Generation and characterization of a Leishmania tarentolae strain for site-directed in vivo biotinylation of recombinant proteins. J Proteome Res 2013; 12:5512-9. [PMID: 24093329 DOI: 10.1021/pr400406c] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Leishmania tarentolae is a non-human-pathogenic Leishmania species of growing interest in biotechnology, as it is well-suited for the expression of human recombinant proteins. For many applications it is desirable to express recombinant proteins with a tag allowing easy purification and detection. Hence, we adopted a scheme to express recombinant proteins with a His6-tag and, additionally, to site-specifically in vivo biotinylate them for detection. Biotinylation is a relatively rare modification of endogenous proteins that allows easy detection with negligible cross-reactivity. Here, we established a genetically engineered L. tarentolae strain constitutively expressing the codon-optimized biotin-protein ligase from Escherichia coli (BirA). We thoroughly analyzed the strain for functionality using 2-D polyacrylamide-gel electrophoresis (PAGE), mass spectrometry, and transmission electron microscopy (TEM). We could demonstrate that neither metabolic changes (growth rate) nor structural abnormalities (TEM) occurred. To our knowledge, we show the first 2-D PAGE analyses of L. tarentolae. Our results demonstrate the great benefit of the established L. tarentolae in vivo biotinylation strain for production of dual-tagged recombinant proteins. Additionally, 2-D PAGE and TEM results give insights into the biology of L. tarentolae, helping to better understand Leishmania species. Finally, we envisage that the system is transferable to human-pathogenic species.
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Affiliation(s)
- Stephan Klatt
- Max Planck Institute for Molecular Genetics , Ihnestr. 63-73, 14195 Berlin, Germany
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Kulawig R, Krüger JP, Klein O, Konthur Z, Schütte H, Klose J, Kaps C, Endres M. Identification of fibronectin as a major factor in human serum to recruit subchondral mesenchymal progenitor cells. Int J Biochem Cell Biol 2013; 45:1410-8. [PMID: 23612019 DOI: 10.1016/j.biocel.2013.04.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Revised: 04/12/2013] [Accepted: 04/14/2013] [Indexed: 01/22/2023]
Abstract
Human serum has the potential for mesenchymal progenitor cell recruitment in repair of articular cartilage lesions. It is unclear which factor(s) in serum mediate this migratory effect. Our goal was to identify cell recruiting factors in human serum fractions obtained by ion exchange chromatography. The recruiting activity of serum fractions on human subchondral mesenchymal progenitor cells was analyzed using 96-well chemotaxis assays. Protein composition of recruiting serum fractions were analyzed by mass spectrometry and showed 58 potential candidates. Fibronectin, gelsolin, lumican, thrombospondin-1 and WNT-9a were identified as key candidates for progenitor cell recruitment. Only human plasma derived and recombinant fibronectin showed significant recruiting activity on progenitors reaching 50-90% of the recruiting activity of normal human serum. Presence of fibronectin in all human serum fractions with recruiting activity was verified by Western blot analysis. This study shows that fibronectin is a key factor in human serum to recruit mesenchymal progenitor cells and might be involved in subchondral mesenchymal progenitor cell migration into cartilage defects after microfracture.
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Affiliation(s)
- Rebecca Kulawig
- TransTissue Technologies GmbH, Charitéplatz 1, 10117 Berlin, Germany
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20
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Marklein B, Sohn M, Konthur Z, Grimm K, Steiner G, Apparailly F, Burmester GR, Skriner K. A2.21 Toll-Like Receptor Dependent Autoantigens and Vesicles from P. gingivalis in Animal Models of RA to Modulate Collagen and Collagen Antibody Induced Arthritis. Ann Rheum Dis 2013. [DOI: 10.1136/annrheumdis-2013-203215.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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21
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Klatt S, Rohe M, Alagesan K, Kolarich D, Konthur Z, Hartl D. Production of Glycosylated Soluble Amyloid Precursor Protein Alpha (sAPPalpha) in Leishmania tarentolae. J Proteome Res 2012; 12:396-403. [DOI: 10.1021/pr300693f] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Stephan Klatt
- Max Planck Institute for Molecular Genetics, 14195
Berlin, Germany
- Faculty
of Biology, Chemistry and Pharmacy, Free University Berlin, 14195 Berlin, Germany
| | - Michael Rohe
- Max-Delbrueck-Center for Molecular Medicine, 13092 Berlin, Germany
| | | | - Daniel Kolarich
- Max Planck Institute of Colloids and Interfaces, 14476 Potsdam, Germany
| | - Zoltán Konthur
- Max Planck Institute for Molecular Genetics, 14195
Berlin, Germany
| | - Daniela Hartl
- Charité, Institute for Medical
Genetics and Human Genetics, 13353 Berlin, Germany
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22
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Lim BN, Choong YS, Ismail A, Glökler J, Konthur Z, Lim TS. Directed evolution of nucleotide-based libraries using lambda exonuclease. Biotechniques 2012; 53:357-64. [DOI: 10.2144/000113964] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2012] [Accepted: 11/26/2012] [Indexed: 11/23/2022] Open
Abstract
Directed evolution of nucleotide libraries using recombination or mutagenesis is an important technique for customizing catalytic or biophysical traits of proteins. Conventional directed evolution methods, however, suffer from cumbersome digestion and ligation steps. Here, we describe a simple method to increase nucleotide diversity using single-stranded DNA (ssDNA) as a starting template. An initial PCR amplification using phosphorylated primers with overlapping regions followed by treatment with lambda exonuclease generates ssDNA templates that can then be annealed via the overlap regions. Double-stranded DNA (dsDNA) is then generated through extension with Klenow fragment. To demonstrate the applicability of this methodology for directed evolution of nucleotide libraries, we generated both gene shuffled and regional mutagenesis synthetic antibody libraries with titers of 2×108 and 6×107, respectively. We conclude that our method is an efficient and convenient approach to generate diversity in nucleic acid based libraries, especially recombinant antibody libraries.
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Affiliation(s)
- Bee Nar Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
| | - Yee Siew Choong
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
| | - Asma Ismail
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
| | | | - Zoltán Konthur
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
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Rubelt F, Sievert V, Knaust F, Diener C, Lim TS, Skriner K, Klipp E, Reinhardt R, Lehrach H, Konthur Z. Onset of immune senescence defined by unbiased pyrosequencing of human immunoglobulin mRNA repertoires. PLoS One 2012; 7:e49774. [PMID: 23226220 PMCID: PMC3511497 DOI: 10.1371/journal.pone.0049774] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2012] [Accepted: 10/12/2012] [Indexed: 12/15/2022] Open
Abstract
The immune system protects us from foreign substances or pathogens by generating specific antibodies. The variety of immunoglobulin (Ig) paratopes for antigen recognition is a result of the V(D)J rearrangement mechanism, while a fast and efficient immune response is mediated by specific immunoglobulin isotypes obtained through class switch recombination (CSR). To get a better understanding on how antibody-based immune protection works and how it changes with age, the interdependency between these two parameters need to be addressed. Here, we have performed an in depth analysis of antibody repertoires of 14 healthy donors representing different gender and age groups. For this task, we developed a unique pyrosequencing approach, which is able to monitor the expression levels of all immunoglobulin V(D)J recombinations of all isotypes including subtypes in an unbiased and quantitative manner. Our results show that donors have individual immunoglobulin repertoires and cannot be clustered according to V(D)J recombination patterns, neither by age nor gender. However, after incorporating isotype-specific analysis and considering CSR information into hierarchical clustering the situation changes. For the first time the donors cluster according to age and separate into young adults and elderly donors (>50). As a direct consequence, this clustering defines the onset of immune senescence at the age of fifty and beyond. The observed age-dependent reduction of CSR ability proposes a feasible explanation why reduced efficacy of vaccination is seen in the elderly and implies that novel vaccine strategies for the elderly should include the "Golden Agers".
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Affiliation(s)
- Florian Rubelt
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- Faculty of Biology, Chemistry, and Pharmacy, Freie Universität Berlin, Berlin, Germany
| | - Volker Sievert
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Florian Knaust
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Christian Diener
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- Theoretische Biophysik, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Theam Soon Lim
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
| | - Karl Skriner
- Department of Rheumatology and Clinical Immunology, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Edda Klipp
- Theoretische Biophysik, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Richard Reinhardt
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- Max Planck Genome Centre Cologne, Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Hans Lehrach
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Zoltán Konthur
- Max Planck Institute for Molecular Genetics, Berlin, Germany
- * E-mail:
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24
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Schütze T, Wilhelm B, Greiner N, Braun H, Peter F, Mörl M, Erdmann VA, Lehrach H, Konthur Z, Menger M, Arndt PF, Glökler J. Probing the SELEX process with next-generation sequencing. PLoS One 2011; 6:e29604. [PMID: 22242135 PMCID: PMC3248438 DOI: 10.1371/journal.pone.0029604] [Citation(s) in RCA: 147] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2011] [Accepted: 12/01/2011] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND SELEX is an iterative process in which highly diverse synthetic nucleic acid libraries are selected over many rounds to finally identify aptamers with desired properties. However, little is understood as how binders are enriched during the selection course. Next-generation sequencing offers the opportunity to open the black box and observe a large part of the population dynamics during the selection process. METHODOLOGY We have performed a semi-automated SELEX procedure on the model target streptavidin starting with a synthetic DNA oligonucleotide library and compared results obtained by the conventional analysis via cloning and Sanger sequencing with next-generation sequencing. In order to follow the population dynamics during the selection, pools from all selection rounds were barcoded and sequenced in parallel. CONCLUSIONS High affinity aptamers can be readily identified simply by copy number enrichment in the first selection rounds. Based on our results, we suggest a new selection scheme that avoids a high number of iterative selection rounds while reducing time, PCR bias, and artifacts.
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Affiliation(s)
- Tatjana Schütze
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
- Institute for Chemistry/Biochemistry, Free University Berlin, Berlin, Germany
| | - Barbara Wilhelm
- Department of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Nicole Greiner
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
- Alacris Theranostics GmbH, Berlin, Germany
| | - Hannsjörg Braun
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
- Alacris Theranostics GmbH, Berlin, Germany
| | - Franziska Peter
- Institute of Biochemistry, Universität Leipzig, Leipzig, Germany
| | - Mario Mörl
- Institute of Biochemistry, Universität Leipzig, Leipzig, Germany
| | - Volker A. Erdmann
- Institute for Chemistry/Biochemistry, Free University Berlin, Berlin, Germany
| | - Hans Lehrach
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Zoltán Konthur
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Marcus Menger
- RiNA RNA-Netzwerk Technologien GmbH, Berlin, Germany
| | - Peter F. Arndt
- Department of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Jörn Glökler
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
- Alacris Theranostics GmbH, Berlin, Germany
- * E-mail:
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25
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Schlachter C, Lisdat F, Frohme M, Erdmann VA, Konthur Z, Lehrach H, Glökler J. Pushing the detection limits: the evanescent field in surface plasmon resonance and analyte-induced folding observation of long human telomeric repeats. Biosens Bioelectron 2011; 31:571-4. [PMID: 22152989 DOI: 10.1016/j.bios.2011.11.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Revised: 11/02/2011] [Accepted: 11/03/2011] [Indexed: 12/17/2022]
Abstract
Conventional analysis of molecular interactions by surface plasmon resonance is achieved by the observation of optical density changes due to analyte binding to the ligand on the surface. Low molecular weight interaction partners are normally not detected. However, if a macromolecule such as DNA can extend beyond the evanescent field and analyte interaction results in a large-scale contraction, then the refractive index changes due to the increasing amount of macromolecules close to the surface. In our proof-of-principle experiment we could observe the direct folding of long, human telomeric repeats induced by the small analyte potassium using surface plasmon resonance spectroscopy. This work demonstrates the feasibility of new evanescent field-based biosensors that can specifically observe small molecule interactions.
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Affiliation(s)
- Constanze Schlachter
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestrasse 63-73, 14195 Berlin, Germany
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26
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Konthur Z, Kopke K, Poch-Hasnek A, Kopke K, Lehrach H, Burmester GR, Skriner K. Protein array screening reveals IgA autoantigenicity patterns predicting anti-TNF therapy response in rheumatoid arthritis patients. Ann Rheum Dis 2011. [DOI: 10.1136/ard.2010.149013.5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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27
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Schütze T, Rubelt F, Repkow J, Greiner N, Erdmann VA, Lehrach H, Konthur Z, Glökler J. A streamlined protocol for emulsion polymerase chain reaction and subsequent purification. Anal Biochem 2011; 410:155-7. [DOI: 10.1016/j.ab.2010.11.029] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2010] [Revised: 11/12/2010] [Accepted: 11/17/2010] [Indexed: 10/18/2022]
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Abstract
The last decade has seen a steady increase in screening of cDNA expression product libraries displayed on the surface of filamentous bacteriophage. At the same time, the range of applications extended from the identification of novel allergens over disease markers to protein-protein interaction studies. However, the generation and selection of cDNA phage display libraries is subjected to intrinsic biological limitations due to their complex nature and heterogeneity, as well as technical difficulties regarding protein presentation on the phage surface. Here, we review the latest developments in this field, discuss a number of strategies and improvements anticipated to overcome these challenges making cDNA and open reading frame (ORF) libraries more readily accessible for phage display. Furthermore, future trends combining phage display with next generation sequencing (NGS) will be presented.
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Affiliation(s)
- Yuliya Georgieva
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestraße 63-73, 14195 Berlin, Germany.
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29
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Lim TS, Schütze T, Lehrach H, Glökler J, Konthur Z. Diversity visualization by endonuclease: a rapid assay to monitor diverse nucleotide libraries. Anal Biochem 2010; 411:16-21. [PMID: 21185254 DOI: 10.1016/j.ab.2010.12.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2010] [Revised: 12/15/2010] [Accepted: 12/16/2010] [Indexed: 11/19/2022]
Abstract
Many experiments require a fast and cost-effective method to monitor nucleic acid sequence diversity. Here we describe a method called diversity visualization by endonuclease (DiVE) that allows rapid visualization of sequence diversity of polymerase chain reaction (PCR) products based on DNA hybridization kinetics coupled with the activity of a single-strand specific nuclease. The assay involves only a limited number of steps and can be performed in less than 4h, including the initial PCR. After PCR, the homoduplex double-stranded DNA (dsDNA) is denatured and reannealed under stringent conditions. During the reannealing process, incubation with S1 nuclease removes single-stranded loops of formed heteroduplexes and the resulting digest is visualized on agarose gel. The sequence diversity is inversely proportional to the band intensities of S1 nuclease surviving dsDNA molecules of expected size. As an example, we employed DiVE to monitor the diversity of panning rounds from a single-framework, semisynthetic single-chain antibody fragment (scFv) phage display library. The results are in good agreement with the observed decrease in diversity in phage display panning rounds toward the selection of monoclonal scFv. We conclude that the DiVE assay allows rapid and cost-effective monitoring of diversities of various nucleotide libraries and proves to be particularly suitable for scaffold-based randomized libraries.
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Affiliation(s)
- Theam Soon Lim
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, D-14195 Berlin, Germany
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30
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Marklein B, Konthur Z, Häupl T, Shlomchik MJ, Steiner G, Lehrach H, Burmester GR, Apparailly F, Skriner K. Toll-like receptor dependent autoantigens in animal models and humans in use to improve collagen induced arthritis. Lab Invest 2010. [PMCID: PMC3007799 DOI: 10.1186/1479-5876-8-s1-p53] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Hallen L, Klein H, Stoschek C, Wehrmeyer S, Nonhoff U, Ralser M, Wilde J, Röhr C, Schweiger MR, Zatloukal K, Vingron M, Lehrach H, Konthur Z, Krobitsch S. The KRAB-containing zinc-finger transcriptional regulator ZBRK1 activates SCA2 gene transcription through direct interaction with its gene product, ataxin-2. Hum Mol Genet 2010; 20:104-14. [PMID: 20926453 DOI: 10.1093/hmg/ddq436] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Gene transcription is controlled by transcriptional regulators acting with specific co-regulators to allow gene activation and repression. Here, we report the identification of the KRAB-containing zinc-finger transcriptional regulator, ZBRK1, as an interaction partner of the SCA2 gene product ataxin-2. Furthermore, we discovered that an elevated ZBRK1 level resulted in increased ataxin-2 levels, whereas interference on transcriptional and protein levels of ZBRK1 yielded reduced ataxin-2 levels, suggesting that a complex comprising ZBRK1 and ataxin-2 regulates SCA2 gene transcription. A bioinformatic analysis utilizing the known ZBRK1 consensus DNA-binding motif revealed ZBRK1-binding sites in the SCA2 promoter. These predicted sites were experimentally validated by chromatin-immunoprecipitation experiments along with luciferase-based promoter analyses corroborating that SCA2 gene transcription is controlled by a ZBRK1/ataxin-2 complex. Finally, we demonstrate that SCA2 gene transcription is significantly reduced in colon tumors possessing low ZBRK1 transcripts. Thus, our results provide first evidence that ataxin-2 acts as a co-regulator of ZBRK1 activating its own transcription, thereby representing the first identified ZBRK1 co-activator.
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Affiliation(s)
- Linda Hallen
- Max Planck Institute for Molecular Genetics, Berlin, Germany
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Marklein B, Konthur Z, Haupl T, Cope A, Shlomchik M, Steiner G, Burmester G, Skriner K. Toll-like receptor (TLR-7/9), MYOD88, TIR8, dependent and independent autoantigens. Ann Rheum Dis 2010. [DOI: 10.1136/ard.2010.129627j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Marklein B, Konthur Z, Cope A, Shlomchik M, Burmester G, Skriner K. JKTBP (hnRNPDL) is a novel toll7/9 dependent target in humans and animal models of inflammatory rheumatic diseases. Ann Rheum Dis 2010. [DOI: 10.1136/ard.2010.129577h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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34
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Galiveti CR, Rozhdestvensky TS, Brosius J, Lehrach H, Konthur Z. Application of housekeeping npcRNAs for quantitative expression analysis of human transcriptome by real-time PCR. RNA 2010; 16:450-61. [PMID: 20040593 PMCID: PMC2811673 DOI: 10.1261/rna.1755810] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2009] [Accepted: 11/09/2009] [Indexed: 05/22/2023]
Abstract
In recent years the improvements in high-throughput gene expression analysis have led to the discovery of numerous non-protein-coding RNA (npcRNA) molecules. They form an abundant class of untranslated RNAs that have shown to play a crucial role in different biochemical pathways in the cell. Reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) is an efficient tool to measure RNA abundance and gene expression levels in tiny amounts of material. Despite its sensitivity, the lack of appropriate internal controls necessary for accurate data analysis is a limiting factor for its application in npcRNA research. Common internal controls applied are protein-coding reference genes, also termed "housekeeping" genes (HKGs). However, their expression levels reportedly vary among tissues and different experimental conditions. Moreover, application of HKGs as reference in npcRNA expression analyses is questionable, due to the differences in biogenesis. To address the issue of optimal RT-qPCR normalizers in npcRNA analysis, we performed a systematic evaluation of 18 npcRNAs along with four common HKGs in 20 different human tissues. To determine the most suitable internal control with least expression variance, four evaluation strategies, geNORM, NormFinder, BestKeeper, and the comparative delta C(q) method, were applied. Our data strongly suggest that five npcRNAs, which we term housekeeping RNAs (HKRs), exhibit significantly better constitutive expression levels in 20 different human tissues than common HKGs. Determined HKRs are ideal candidates for RT-qPCR data normalization in human transcriptome analysis, and might also be used as reference genes irrespective of the nature of the genes under investigation.
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Affiliation(s)
- Chenna R Galiveti
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, 14195 Berlin, Germany
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Lim TS, Mollova S, Rubelt F, Sievert V, Dübel S, Lehrach H, Konthur Z. V-gene amplification revisited - An optimised procedure for amplification of rearranged human antibody genes of different isotypes. N Biotechnol 2010; 27:108-17. [PMID: 20083243 DOI: 10.1016/j.nbt.2010.01.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2009] [Revised: 12/07/2009] [Accepted: 01/09/2010] [Indexed: 10/20/2022]
Abstract
For studying human antibody variable (V)-gene usage in any group of individuals or for the generation of recombinant human antibody libraries for phage display, quality and yield of the amplified V-gene repertoire is of utmost importance. Key parameters affecting the amplification of full antibody repertoires are V-gene specific primer design, complementary DNA (cDNA) synthesis from total RNA extracts of peripheral blood mononuclear cells (PBMCs) and ultimately the polymerase chain reaction (PCR). In this work we analysed all these factors; we performed a detailed bioinformatic analysis of V-gene specific primers based on VBASE2 and evaluated the influence of different commercially available reverse transcriptases on cDNA synthesis and polymerases on PCR efficiency. The primers presented cover near to 100% of all functional and putatively functional V-genes in VBASE2 and the final protocol presents an optimised combination of commercial enzymes and reaction additives for cDNA synthesis and PCR conditions for V-gene amplification. Finally, applying this protocol in combination with different immunoglobulin (Ig) chain specific reverse primers we were able to amplify rearranged antibody genes of different isotypes under investigation.
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Affiliation(s)
- Theam Soon Lim
- Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics, Berlin, Germany
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36
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Gloriam DE, Orchard S, Bertinetti D, Björling E, Bongcam-Rudloff E, Borrebaeck CAK, Bourbeillon J, Bradbury ARM, de Daruvar A, Dübel S, Frank R, Gibson TJ, Gold L, Haslam N, Herberg FW, Hiltke T, Hoheisel JD, Kerrien S, Koegl M, Konthur Z, Korn B, Landegren U, Montecchi-Palazzi L, Palcy S, Rodriguez H, Schweinsberg S, Sievert V, Stoevesandt O, Taussig MJ, Ueffing M, Uhlén M, van der Maarel S, Wingren C, Woollard P, Sherman DJ, Hermjakob H. A community standard format for the representation of protein affinity reagents. Mol Cell Proteomics 2009; 9:1-10. [PMID: 19674966 DOI: 10.1074/mcp.m900185-mcp200] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Protein affinity reagents (PARs), most commonly antibodies, are essential reagents for protein characterization in basic research, biotechnology, and diagnostics as well as the fastest growing class of therapeutics. Large numbers of PARs are available commercially; however, their quality is often uncertain. In addition, currently available PARs cover only a fraction of the human proteome, and their cost is prohibitive for proteome scale applications. This situation has triggered several initiatives involving large scale generation and validation of antibodies, for example the Swedish Human Protein Atlas and the German Antibody Factory. Antibodies targeting specific subproteomes are being pursued by members of Human Proteome Organisation (plasma and liver proteome projects) and the United States National Cancer Institute (cancer-associated antigens). ProteomeBinders, a European consortium, aims to set up a resource of consistently quality-controlled protein-binding reagents for the whole human proteome. An ultimate PAR database resource would allow consumers to visit one on-line warehouse and find all available affinity reagents from different providers together with documentation that facilitates easy comparison of their cost and quality. However, in contrast to, for example, nucleotide databases among which data are synchronized between the major data providers, current PAR producers, quality control centers, and commercial companies all use incompatible formats, hindering data exchange. Here we propose Proteomics Standards Initiative (PSI)-PAR as a global community standard format for the representation and exchange of protein affinity reagent data. The PSI-PAR format is maintained by the Human Proteome Organisation PSI and was developed within the context of ProteomeBinders by building on a mature proteomics standard format, PSI-molecular interaction, which is a widely accepted and established community standard for molecular interaction data. Further information and documentation are available on the PSI-PAR web site.
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Affiliation(s)
- David E Gloriam
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom.
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Taussig MJ, Stoevesandt O, Borrebaeck CAK, Bradbury AR, Cahill D, Cambillau C, de Daruvar A, Dübel S, Eichler J, Frank R, Gibson TJ, Gloriam D, Gold L, Herberg FW, Hermjakob H, Hoheisel JD, Joos TO, Kallioniemi O, Koegl M, Koegll M, Konthur Z, Korn B, Kremmer E, Krobitsch S, Landegren U, van der Maarel S, McCafferty J, Muyldermans S, Nygren PA, Palcy S, Plückthun A, Polic B, Przybylski M, Saviranta P, Sawyer A, Sherman DJ, Skerra A, Templin M, Ueffing M, Uhlén M. ProteomeBinders: planning a European resource of affinity reagents for analysis of the human proteome. Nat Methods 2007; 4:13-7. [PMID: 17195019 DOI: 10.1038/nmeth0107-13] [Citation(s) in RCA: 189] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
ProteomeBinders is a new European consortium aiming to establish a comprehensive resource of well-characterized affinity reagents, including but not limited to antibodies, for analysis of the human proteome. Given the huge diversity of the proteome, the scale of the project is potentially immense but nevertheless feasible in the context of a pan-European or even worldwide coordination.
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Affiliation(s)
- Michael J Taussig
- Technology Research Group, The Babraham Institute, Cambridge CB22 3AT, UK.
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Hultschig C, Kreutzberger J, Seitz H, Konthur Z, Büssow K, Lehrach H. Recent advances of protein microarrays. Curr Opin Chem Biol 2005; 10:4-10. [PMID: 16376134 PMCID: PMC7108394 DOI: 10.1016/j.cbpa.2005.12.011] [Citation(s) in RCA: 92] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2005] [Accepted: 12/07/2005] [Indexed: 11/28/2022]
Abstract
Technological innovations and novel applications have greatly advanced the field of protein microarrays. Over the past two years, different types of protein microarrays have been used for serum profiling, protein abundance determinations, and identification of proteins that bind DNA or small compounds. However, considerable development is still required to ensure common quality standards and to establish large content repertoires. Here, we summarize applications available to date and discuss recent technological achievements and efforts on standardization.
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Abstract
The problems we face today in public health as a result of the -- fortunately -- increasing age of people and the requirements of developing countries create an urgent need for new and innovative approaches in medicine and in agronomics. Genomic and functional genomic approaches have a great potential to at least partially solve these problems in the future. Important progress has been made by procedures to decode genomic information of humans, but also of other key organisms. The basic comprehension of genomic information (and its transfer) should now give us the possibility to pursue the next important step in life science eventually leading to a basic understanding of biological information flow; the elucidation of the function of all genes and correlative products encoded in the genome, as well as the discovery of their interactions in a molecular context and the response to environmental factors. As a result of the sequencing projects, we are now able to ask important questions about sequence variation and can start to comprehensively study the function of expressed genes on different levels such as RNA, protein or the cell in a systematic context including underlying networks. In this article we review and comment on current trends in large-scale systematic biological research. A particular emphasis is put on technology developments that can provide means to accomplish the tasks of future lines of functional genomics.
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Affiliation(s)
- Sascha Sauer
- Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics, Ihnestrasse 73, D-14195 Berlin, Germany.
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Abstract
After the completion and refinement of the human genome, the characterization of individual gene products in respect of their functions, their modifications, their cellular localization and regulation in both space and time has generated an increased demand for antibodies for their analysis. Taking into account that the human genome contains approximately 25,000 genes, and that their products are found in different splice variants and produce proteins with post-translational modifications, it can be estimated that at least 100,000 different protein products have to be investigated to gain a complete picture of what's going on in the proteome of a cell. Antibodies are preferred tools helping with the characterization and detection of proteins as well as with elucidating their individual functions. The generation of antibodies to all available human protein products by immunization and/or the hybridoma technology is not only logistically and financially enduring, but may prove to be a difficult task, as quite a number of interesting targets may evade the immune response of experimental animals, for example, allosteric variants dependent on fragile interactions to cofactors, highly conserved antigens etc. For this reason, alternative methods for the generation of antibodies have to supplement these approaches. In vitro methods for antibody generation are seen to offer this capability. In addition, they may provide a cost effective and large scale production alternative for detection reagents for the research community in their own right. Among in vitro techniques, phage display has been evolved as the most efficient option for tackling this problem and approaches optimised for automation are emerging. Maximum benefit for proteomic research could be generated by judicious and preferably international coordination of the ongoing efforts to combine the strengths of the well established animal based approaches and the novel opportunities offered by in vitro methods.
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Affiliation(s)
- Zoltán Konthur
- Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics, Ihnestrasse 73, D-14195 Berlin, Germany
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Angenendt P, Wilde J, Kijanka G, Baars S, Cahill DJ, Kreutzberger J, Lehrach H, Konthur Z, Glökler J. Seeing Better through a MIST: Evaluation of Monoclonal Recombinant Antibody Fragments on Microarrays. Anal Chem 2004; 76:2916-21. [PMID: 15144205 DOI: 10.1021/ac035357a] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Automation is the key approach for genomewide and proteomewide screening of function and interaction. Especially for proteomics, antibody microarrays are a useful tool for massive parallel profiling of complex samples. To meet the requirements of antibody microarrays and to obtain a great variety of antibodies, new technologies such as phage display have partly replaced the classical hybridoma method. While the selection process for phage-displayed antibody fragments itself has been automated, the bottleneck was shifted further downstream to the identification of monoclonal binders obtained from the selections. Here, we present a new approach to reduce time, material, and waste to extend automation beyond the selection process by application of conventional microarray machinery. We were able to express recombinant antibody fragments in a single inoculation and expression step and subjected them without purification directly to an automated high-throughput screening procedure based on the multiple spotting technique (MIST). While obtaining comparable sensitivities to enzyme-linked immunosorbent assays, we minimized manual interaction steps and streamlined the technique to be accessible within the automated selection procedure.
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Affiliation(s)
- Philipp Angenendt
- Max Planck Institute for Molecular Genetics, Ihnestrasse 73, 14195 Berlin, Germany. angenend@ molgen.mpg.de
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Konthur Z, Adolph K, Burguera G, Sternjak A, Förster A, Lehrach H, Burmester G, Skriner K. Arthritis Res Ther 2004; 6:13. [DOI: 10.1186/ar1055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Abstract
The enzyme-linked immunosorbent assay (ELISA) is typically applied in the format of microtiter plates. To increase throughput and reduce consumption of precious samples, efforts have been made to transfer ELISA to the microchip format using conventional microarrays, microfluidic systems, and chips bearing microwells. However, all three formats lack the possibility to screen several analytes on several immobilized binders at a time or require complicated liquid handling, surface modifications, and additional equipment. Here, we describe an immunoassay performed on a standard microscope slide without the requirement for wells or tubes to separate the samples using standard surfaces and machinery already available for microarray technology. The new multiple spotting technique (MIST) comprises immobilization of a binder onto a surface and subsequent spotting of the second compound on the same spot, on top of the immobilized binder. We show that the analytes bind their ligands immediately within the confined space of separate droplets on the chip surface, thereby eliminating the need for extra incubation time. We illustrate the feasibility of the new technique by spotting dilution rows of proteins or monoclonal and polyclonal antibodies on top of their immobilized binders. Moreover, we demonstrate specificity by applying a mixture of antibodies in a multiplex format and demonstrate that the technique is compatible with conventional microarray protocols, such as total incubation. Finally, we indicate that the technique is capable of quantifying as little as 400 zmol (240,000 molecules) of analyte.
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Affiliation(s)
- Philipp Angenendt
- Max Planck Institute for Molecular Genetics, Ihnestrasse 73, 14195 Berlin, Germany
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Eickhoff H, Konthur Z, Lueking A, Lehrach H, Walter G, Nordhoff E, Nyarsik L, Büssow K. Protein array technology: the tool to bridge genomics and proteomics. Adv Biochem Eng Biotechnol 2002; 77:103-12. [PMID: 12227733 DOI: 10.1007/3-540-45713-5_6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
The generation of protein chips requires much more efforts than DNA microchips. While DNA is DNA and a variety of different DNA molecules behave stable in a hybridisation experiment, proteins are much more difficult to produce and to handle. Outside of a narrow range of environmental conditions, proteins will denature, lose their three-dimensional structure and a lot of their specificity and activity. The chapter describes the pitfalls and challenges in Protein Microarray technology to produce native and functional proteins and store them in a native and special environment for every single spot on an array, making applications like antibody profiling and serum screening possible not only on denatured arrays but also on native protein arrays.
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Abstract
The human genome is sequenced, but only a minority of genes have been assigned a function. Whole-genome expression profiling is an important tool for functional genomic studies. Automated technology allows high-throughput gene activity monitoring by analysis of complex expression patterns, resulting in fingerprints of diseased versus normal or developmentally distinct tissues. Differential gene expression can be most efficiently monitored by DNA hybridization on arrays of oligonucleotides or cDNA clones. Starting from high-density filter membranes, cDNA microarrays have recently been devised in chip format. We have shown that the same cDNA libraries can be used for high-throughput protein expression and antibody screening on high-density filters and microarrays. These libraries connect recombinant proteins to clones identified by DNA hybridization or sequencing, hence creating a direct link between gene catalogs and functional catalogs. Microarrays can now be used to go from an individual clone to a specific gene and its protein product. Clone libraries become amenable to database integration including all steps from DNA sequencing to functional assays of gene products.
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Affiliation(s)
- K Büssow
- Max Planck Institute of Molecular Genetics, Berlin, Germany.
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Abstract
With the human genome project approaching completion, there is a growing interest in functional analysis of gene products. The characterization of large numbers of proteins, their expression patterns and in vivo localisations, demands the use of automated technology that maintains a logistic link to the encoding genes. As a complementary approach, phage display is used for recombinant protein expression and the selection of interacting (binding) molecules. Cloning of libraries in filamentous bacteriophage or phage mid vectors provides a physical link between the expressed protein and its encoding DNA sequence. High-throughput technology for automated library handling and phage display selection has been developed using picking-spotting robots and a module for pin-based magnetic particle handling. This system enables simultaneous interaction screening of libraries and the selection of binders to different target molecules at high throughput. Target molecules are either displayed on high-density filter membranes (protein filters) or tag-bound to magnetic particles and can be handled as native ligands. Binding activity is confirmed by magnetic particle ELISA in the microtitre format. The whole procedure from immobilisation of target molecules to confirmed clones of binders is automatable. Using this technology, we have selected human scFv antibody fragments against expression products of human cDNA libraries.
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Affiliation(s)
- G Walter
- Biorchard AS, Nedre Skogvei 14, Oslo, N-0281, Norway.
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Crameri R, Kodzius R, Konthur Z, Lehrach H, Blaser K, Walter G. Tapping allergen repertoires by advanced cloning technologies. Int Arch Allergy Immunol 2001; 124:43-7. [PMID: 11306922 DOI: 10.1159/000053664] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Complex allergenic sources such as moulds, foods and mites contain complex panels of IgE-binding molecules which need to be cloned, produced and characterized in order to mimic the entire allergenicity of whole extracts reconstituted by mixing single standardized recombinant allergens. METHODS Phage surface display of cDNA libraries selectively enriched for allergen-expressing clones using IgE from allergic patients allows rapid isolation of large panels of allergens. For the characterization of all different clones present in enriched cDNA libraries in a fast and cost-effective way, high-throughput screening technology is required. RESULTS The combination of selective enrichment of cDNA libraries based on biopanning against serum IgE from sensitized patients and automated robot technology for picking and high-density gridding of clones onto filter membranes, followed by hybridization, enables fast identification of all the different clones present in an enriched library. The consequent application of selective enrichment and robotic-based screening allows, within weeks, cloning and characterization of the whole allergenic repertoire of any organisms. CONCLUSIONS Robotic-based high-throughput screening of clones selected for IgE-binding capacity from phage surface-displayed cDNA libraries of Aspergillus fumigatus, Cladosporium herbarum, Coprinus comatus, Malassezia furfur, peanut and human lung tissue allowed rapid characterization of 81, 28, 37, 27, 8 and 151 different sequences, respectively. All these cDNAs bear a high probability to encode allergens derived from the respective allergenic source.
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Affiliation(s)
- R Crameri
- Swiss Institute of Allergy and Asthma Research (SIAF), Davos, Switzerland.
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Giegé P, Konthur Z, Walter G, Brennicke A. An ordered Arabidopsis thaliana mitochondrial cDNA library on high-density filters allows rapid systematic analysis of plant gene expression: a pilot study. Plant J 1998; 15:721-726. [PMID: 9778852 DOI: 10.1046/j.1365-313x.1998.00242.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
The availability of the complete sequence of a genome allows a systematic analysis of its expression. Gene-specific variations of transcription levels and phenomena such as transcript processing and RNA editing require large numbers of clones to be examined. For the completely sequenced mitochondrial genome of Arabidopsis thaliana we adapted robot technology to identify and characterize expressed genes. A cDNA library of about 50,000 clones was constructed, robot-ordered into 384-well microtitre plates and spotted onto high-density filter membranes. These filters permit the isolation of large numbers of specific cDNA clones in a single hybridization step. The cox1, cox2 and cox3 genes were used to evaluate the feasibility and efficiency of this approach. A cluster of RNA editing sites observed outside the cox3 coding region identifies a novel reading frame orf95 in higher plants with significant similarity to a subunit of respiratory chain complex II.
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