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Rudolf-Scholik J, Lilek D, Maier M, Reischenböck T, Maisl C, Allram J, Herbinger B, Rechthaler J. Increasing protein identifications in bottom-up proteomics of T. castaneum - Exploiting synergies of protein biochemistry and bioinformatics. J Chromatogr B Analyt Technol Biomed Life Sci 2024; 1240:124128. [PMID: 38759531 DOI: 10.1016/j.jchromb.2024.124128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 03/29/2024] [Accepted: 04/14/2024] [Indexed: 05/19/2024]
Abstract
Depending on the respective research question, LC-MS/MS based bottom-up proteomics poses challenges from the initial biological sample all the way to data evaluation. The focus of this study was to investigate the influence of sample preparation techniques and data analysis parameters on protein identification in Tribolium castaneum by applying free software proteomics platform Max Quant. Multidimensional protein extraction strategies in combination with electrophoretic or chromatographic off-line protein pre-fractionation were applied to enhance the spectrum of isolated proteins from T. castaneum and reduce the effect of co-elution and ion suppression effects during nano-LC-MS/MS measurements of peptides. For comprehensive data analysis, MaxQuant was used for protein identification and R for data evaluation. A wide range of parameters were evaluated to gain reproducible, reliable, and significant protein identifications. A simple phosphate buffer, pH 8, containing protease and phosphatase inhibitor cocktail and application of gentle extraction conditions were used as a first extraction step for T.castaneum proteins. Furthermore, a two-dimensional extraction procedure in combination with electrophoretic pre-fractionation of extracted proteins and subsequent in-gel digest resulted in almost 100% increase of identified proteins when compared to chromatographic fractionation as well as one-pot-analysis. The additionally identified proteins could be assigned to new molecular functions or cell compartments, emphasizing the positive effect of extended sample preparation in bottom-up proteomics. Besides the number of peptides during post-processing, MaxQuant's Match between Runs exhibited a crucial effect on the number of identified proteins. A maximum relative standard deviation of 2% must be considered for the data analysis. Our work with Tribolium castaneum larvae demonstrates that sometimes - depending on matrix and research question - more complex and time-consuming sample preparation can be advantageous for isolation and identification of additional proteins in bottom-up proteomics.
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Affiliation(s)
- J Rudolf-Scholik
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA.
| | - D Lilek
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
| | - M Maier
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
| | - T Reischenböck
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
| | - C Maisl
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
| | - J Allram
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
| | - B Herbinger
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
| | - J Rechthaler
- University of Applied Sciences Wiener Neustadt, Biotech Campus Tulln, AUSTRIA
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Santos L, Oliveira C, Vasconcelos BM, Vilela D, Melo L, Ambrósio L, da Silva A, Murback L, Kurissio J, Cavalcante J, Cassaro CV, Barros L, Barraviera B, Ferreira RS. Good management practices of venomous snakes in captivity to produce biological venom-based medicines: achieving replicability and contributing to pharmaceutical industry. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2021; 24:30-50. [PMID: 33308037 DOI: 10.1080/10937404.2020.1855279] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
One of the factors responsible for lack of reproducible findings may be attributed to the raw material used. To date, there are no apparent studies examining reproducibility using venoms for the development of new toxin-based drugs with respect to regulatory agencies' policies. For this reason, protocols were implemented to produce animal toxins with quality, traceability, and strict compliance with Good Manufacturing Practices. This required validation of the production chain from the arrival of the animal to the vivarium, followed by handling, housing, as well as compliance with respect to extraction, freeze-drying, and, finally, storage protocols, aimed at generating compounds to serve as candidate molecules applicable in clinical trials. Currently, to produce quality snake venoms to support reproductive studies, the Center for the Study of Venoms and Venomous Animals (CEVAP) from São Paulo State University (UNESP), São Paulo, Brazil has 449 microchipped snakes through rigid and standardized operating procedures for safety, health, and welfare of animals. Snakes were frequently subjected to vet clinical examination, anthelmintic, and antiparasitic treatment. Venom milk used to destroy prey was collected from each animal in individual plastic microtubes to avoid contamination and for traceability. In addition, venoms were submitted to microbiological, and biochemical toxicological analyses. It is noteworthy that investigators are responsible for caring, maintaining, and manipulating snakes and ensuring their health in captivity. This review aimed to contribute to the pharmaceutical industry the experimental experience and entire snake venom production chain required to generate quality products for therapeutic human consumption.
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Affiliation(s)
- Lucilene Santos
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Clinical Research, Botucatu Medical School (FMB) and CEVAP, São Paulo State University (UNESP) , Botucatu, Brazil
| | - Cristiano Oliveira
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Barbara Marques Vasconcelos
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Daniela Vilela
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Leonardo Melo
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Clinical Research, Botucatu Medical School (FMB) and CEVAP, São Paulo State University (UNESP) , Botucatu, Brazil
| | - Lívia Ambrósio
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Amanda da Silva
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Leticia Murback
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Jacqueline Kurissio
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Joeliton Cavalcante
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Claudia Vilalva Cassaro
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Luciana Barros
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
| | - Benedito Barraviera
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Clinical Research, Botucatu Medical School (FMB) and CEVAP, São Paulo State University (UNESP) , Botucatu, Brazil
| | - Rui Seabra Ferreira
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP) , Botucatu, Brazil
- Graduate Program in Clinical Research, Botucatu Medical School (FMB) and CEVAP, São Paulo State University (UNESP) , Botucatu, Brazil
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