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Malakoutikhah M, Mahran R, Gooran N, Masoumi A, Lundell K, Liljeblad A, Guiley K, Dai S, Zheng Q, Zhu L, Shokat KM, Kopra K, Härmä H. Nanomolar Protein Thermal Profiling with Modified Cyanine Dyes. Anal Chem 2023; 95:18344-18351. [PMID: 38060502 PMCID: PMC10733900 DOI: 10.1021/acs.analchem.3c02844] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 12/20/2023]
Abstract
Protein properties and interactions have been widely investigated by using external labels. However, the micromolar sensitivity of the current dyes limits their applicability due to the high material consumption and assay cost. In response to this challenge, we synthesized a series of cyanine5 (Cy5) dye-based quencher molecules to develop an external dye technique to probe proteins at the nanomolar protein level in a high-throughput one-step assay format. Several families of Cy5 dye-based quenchers with ring and/or side-chain modifications were designed and synthesized by introducing organic small molecules or peptides. Our results showed that steric hindrance and electrostatic interactions are more important than hydrophobicity in the interaction between the luminescent negatively charged europium-chelate-labeled peptide (Eu-probe) and the quencher molecules. The presence of substituents on the quencher indolenine rings reduces their quenching property, whereas the increased positive charge on the indolenine side chain improved the interaction between the quenchers and the luminescent compound. The designed quencher structures entirely altered the dynamics of the Eu-probe (protein-probe) for studying protein stability and interactions, as we were able to reduce the quencher concentration 100-fold. Moreover, the new quencher molecules allowed us to conduct the experiments using neutral buffer conditions, known as the peptide-probe assay. These improvements enabled us to apply the method in a one-step format for nanomolar protein-ligand interaction and protein profiling studies instead of the previously developed two-step protocol. These improvements provide a faster and simpler method with lower material consumption.
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Affiliation(s)
| | - Randa Mahran
- Department
of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland
| | - Negin Gooran
- Department
of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland
| | - Ahmadreza Masoumi
- Department
of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland
| | - Katri Lundell
- Laboratory
of Synthetic Drug Chemistry, Institute of Biomedicine, University of Turku, Kiinamyllynkatu 10, FI-20520 Turku, Finland
| | - Arto Liljeblad
- Laboratory
of Synthetic Drug Chemistry, Institute of Biomedicine, University of Turku, Kiinamyllynkatu 10, FI-20520 Turku, Finland
| | - Keelan Guiley
- Department
of Cellular and Molecular Pharmacology and Howard Hughes Medical Institute, University of California, San Francisco, California 94158, United States
- Current
address: Rezo Therapeutics, Inc., San Francisco, California 94158, United States
| | - Shizhong Dai
- Department
of Cellular and Molecular Pharmacology and Howard Hughes Medical Institute, University of California, San Francisco, California 94158, United States
- Current
address: Department of Genetics, Stanford
University, Stanford, California 94305, United States
| | - Qinheng Zheng
- Department
of Cellular and Molecular Pharmacology and Howard Hughes Medical Institute, University of California, San Francisco, California 94158, United States
| | - Lawrence Zhu
- Department
of Cellular and Molecular Pharmacology and Howard Hughes Medical Institute, University of California, San Francisco, California 94158, United States
| | - Kevan M. Shokat
- Department
of Cellular and Molecular Pharmacology and Howard Hughes Medical Institute, University of California, San Francisco, California 94158, United States
| | - Kari Kopra
- Department
of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland
| | - Harri Härmä
- Department
of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland
- Department
of Cellular and Molecular Pharmacology and Howard Hughes Medical Institute, University of California, San Francisco, California 94158, United States
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Mahran R, Vello N, Komulainen A, Malakoutikhah M, Härmä H, Kopra K. Isothermal chemical denaturation assay for monitoring protein stability and inhibitor interactions. Sci Rep 2023; 13:20066. [PMID: 37973851 PMCID: PMC10654576 DOI: 10.1038/s41598-023-46720-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/03/2023] [Indexed: 11/19/2023] Open
Abstract
Thermal shift assay (TSA) with altered temperature has been the most widely used method for monitoring protein stability for drug research. However, there is a pressing need for isothermal techniques as alternatives. This urgent demand arises from the limitations of TSA, which can sometimes provide misleading ranking of protein stability and fail to accurately reflect protein stability under physiological conditions. Although differential scanning fluorimetry has significantly improved throughput in comparison to differential scanning calorimetry and differential static light scattering throughput, all these methods exhibit moderate sensitivity. In contrast, current isothermal chemical denaturation (ICD) techniques may not offer the same throughput capabilities as TSA, but it provides more precise information about protein stability and interactions. Unfortunately, ICD also suffers from limited sensitivity, typically in micromolar range. We have developed a novel method to overcome these challenges, namely throughput and sensitivity. The novel Förster Resonance Energy Transfer (FRET)-Probe as an external probe is highly applicable to isothermal protein stability monitoring but also to conventional TSA. We have investigated ICD for multiple proteins with focus on KRASG12C with covalent inhibitors and three chemical denaturants performed at nanomolar protein concentration. Data showed corresponding inhibitor-induced stabilization of KRASG12C to those reported by nucleotide exchange assay.
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Affiliation(s)
- Randa Mahran
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500, Turku, Finland.
| | - Niklas Vello
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500, Turku, Finland
| | - Anita Komulainen
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500, Turku, Finland
| | | | - Harri Härmä
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500, Turku, Finland
| | - Kari Kopra
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500, Turku, Finland
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Kopra K, Valtonen S, Mahran R, Kapp JN, Hassan N, Gillette W, Dennis B, Li L, Westover KD, Plückthun A, Härmä H. Thermal Shift Assay for Small GTPase Stability Screening: Evaluation and Suitability. Int J Mol Sci 2022; 23:7095. [PMID: 35806100 PMCID: PMC9266822 DOI: 10.3390/ijms23137095] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/21/2022] [Accepted: 06/22/2022] [Indexed: 02/01/2023] Open
Abstract
Thermal unfolding methods are commonly used as a predictive technique by tracking the protein's physical properties. Inherent protein thermal stability and unfolding profiles of biotherapeutics can help to screen or study potential drugs and to find stabilizing or destabilizing conditions. Differential scanning calorimetry (DSC) is a 'Gold Standard' for thermal stability assays (TSA), but there are also a multitude of other methodologies, such as differential scanning fluorimetry (DSF). The use of an external probe increases the assay throughput, making it more suitable for screening studies, but the current methodologies suffer from relatively low sensitivity. While DSF is an effective tool for screening, interpretation and comparison of the results is often complicated. To overcome these challenges, we compared three thermal stability probes in small GTPase stability studies: SYPRO Orange, 8-anilino-1-naphthalenesulfonic acid (ANS), and the Protein-Probe. We studied mainly KRAS, as a proof of principle to obtain biochemical knowledge through TSA profiles. We showed that the Protein-Probe can work at lower concentration than the other dyes, and its sensitivity enables effective studies with non-covalent and covalent drugs at the nanomolar level. Using examples, we describe the parameters, which must be taken into account when characterizing the effect of drug candidates, of both small molecules and Designed Ankyrin Repeat Proteins.
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Affiliation(s)
- Kari Kopra
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland; (S.V.); (R.M.); (N.H.); (H.H.)
| | - Salla Valtonen
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland; (S.V.); (R.M.); (N.H.); (H.H.)
| | - Randa Mahran
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland; (S.V.); (R.M.); (N.H.); (H.H.)
| | - Jonas N. Kapp
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland; (J.N.K.); (A.P.)
| | - Nazia Hassan
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland; (S.V.); (R.M.); (N.H.); (H.H.)
| | - William Gillette
- Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, 8560 Progress Dr., Frederick, MD 21702, USA;
| | - Bryce Dennis
- Departments of Biochemistry and Radiation Oncology, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, L4.270, Dallas, TX 75390, USA; (B.D.); (L.L.); (K.D.W.)
| | - Lianbo Li
- Departments of Biochemistry and Radiation Oncology, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, L4.270, Dallas, TX 75390, USA; (B.D.); (L.L.); (K.D.W.)
| | - Kenneth D. Westover
- Departments of Biochemistry and Radiation Oncology, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, L4.270, Dallas, TX 75390, USA; (B.D.); (L.L.); (K.D.W.)
| | - Andreas Plückthun
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland; (J.N.K.); (A.P.)
| | - Harri Härmä
- Department of Chemistry, University of Turku, Henrikinkatu 2, 20500 Turku, Finland; (S.V.); (R.M.); (N.H.); (H.H.)
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Rapid high-throughput compatible label-free virus particle quantification method based on time-resolved luminescence. Anal Bioanal Chem 2022; 414:4509-4518. [PMID: 35581427 PMCID: PMC9113738 DOI: 10.1007/s00216-022-04104-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 04/14/2022] [Accepted: 04/27/2022] [Indexed: 11/17/2022]
Abstract
Viruses play a major role in modern society and create risks from global pandemics and bioterrorism to challenges in agriculture. Virus infectivity assays and genome copy number determination methods are often used to obtain information on virus preparations used in diagnostics and vaccine development. However, these methods do not provide information on virus particle count. Current methods to measure the number of viral particles are often cumbersome and require highly purified virus preparations and expensive instrumentation. To tackle these problems, we developed a simple and cost-effective time-resolved luminescence-based method for virus particle quantification. This mix-and-measure technique is based on the recognition of the virus particles by an external Eu3+-peptide probe, providing results on virus count in minutes. The method enables the detection of non-enveloped and enveloped viruses, having over tenfold higher detectability for enveloped, dynamic range from 5E6 to 3E10 vp/mL, than non-enveloped viruses. Multiple non-enveloped and enveloped viruses were used to demonstrate the functionality and robustness of the Protein-Probe method.
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The Future of Carica papaya Leaf Extract as an Herbal Medicine Product. Molecules 2021; 26:molecules26226922. [PMID: 34834014 PMCID: PMC8622926 DOI: 10.3390/molecules26226922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 11/23/2022] Open
Abstract
Carica papaya (papaya) leaf extract has been used for a long time in a traditional medicine to treat fever in some infectious diseases such as dengue, malaria, and chikungunya. The development of science and technology has subsequently made it possible to provide evidence that this plant is not only beneficial as an informal medication, but also that it has scientifically proven pharmacological and toxicological activities, which have led to its formal usage in professional health care systems. The development of formulations for use in nutraceuticals and cosmeceuticals has caused this product to be more valuable nowadays. The use of good manufacturing practice (GMP) standards, along with the ease of registering this product facilitated by policies of the national government, will absolutely increase the value of papaya leaf extract as a vital nutraceutical and cosmeceutical products in the near future. In this article, we review the potential of papaya leaf extract to be a high-value commodity in terms of its health effects as well as its industrial benefits.
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Valtonen S, Vuorinen E, Eskonen V, Malakoutikhah M, Kopra K, Härmä H. Sensitive, homogeneous, and label-free protein-probe assay for antibody aggregation and thermal stability studies. MAbs 2021; 13:1955810. [PMID: 34455913 PMCID: PMC8409793 DOI: 10.1080/19420862.2021.1955810] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Protein aggregation is a spontaneous process affected by multiple external and internal properties, such as buffer composition and storage temperature. Aggregation of protein-based drugs can endanger patient safety due, for example, to increased immunogenicity. Aggregation can also inactivate protein drugs and prevent target engagement, and thus regulatory requirements are strict regarding drug stability monitoring during manufacturing and storage. Many of the current technologies for aggregation monitoring are time- and material-consuming and require specific instruments and expertise. These types of assays are not only expensive, but also unsuitable for larger sample panels. Here we report a label-free time-resolved luminescence-based method using an external Eu3+-conjugated probe for the simple and fast detection of protein stability and aggregation. We focused on monitoring the properties of IgG, which is a common format for biological drugs. The Protein-Probe assay enables IgG aggregation detection with a simple single-well mix-and-measure assay performed at room temperature. Further information can be obtained in a thermal ramping, where IgG thermal stability is monitored. We showed that with the Protein-Probe, trastuzumab aggregation was detected already after 18 hours of storage at 60°C, 4 to 8 days earlier compared to SYPRO Orange- and UV250-based assays, respectively. The ultra-high sensitivity of less than 0.1% IgG aggregates enables the Protein-Probe to reduce assay time and material consumption compared to existing techniques.
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Affiliation(s)
- Salla Valtonen
- Department of Chemistry, University of Turku, Turku, Finland
| | | | - Ville Eskonen
- Department of Chemistry, University of Turku, Turku, Finland
| | | | - Kari Kopra
- Department of Chemistry, University of Turku, Turku, Finland
| | - Harri Härmä
- Department of Chemistry, University of Turku, Turku, Finland
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