1
|
Gemler BT, Mukherjee C, Howland CA, Huk D, Shank Z, Harbo LJ, Tabbaa OP, Bartling CM. Function-based classification of hazardous biological sequences: Demonstration of a new paradigm for biohazard assessments. Front Bioeng Biotechnol 2022; 10:979497. [PMID: 36277394 PMCID: PMC9585941 DOI: 10.3389/fbioe.2022.979497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 08/31/2022] [Indexed: 12/04/2022] Open
Abstract
Bioengineering applies analytical and engineering principles to identify functional biological building blocks for biotechnology applications. While these building blocks are leveraged to improve the human condition, the lack of simplistic, machine-readable definition of biohazards at the function level is creating a gap for biosafety practices. More specifically, traditional safety practices focus on the biohazards of known pathogens at the organism-level and may not accurately consider novel biodesigns with engineered functionalities at the genetic component-level. This gap is motivating the need for a paradigm shift from organism-centric procedures to function-centric biohazard identification and classification practices. To address this challenge, we present a novel methodology for classifying biohazards at the individual sequence level, which we then compiled to distinguish the biohazardous property of pathogenicity at the whole genome level. Our methodology is rooted in compilation of hazardous functions, defined as a set of sequences and associated metadata that describe coarse-level functions associated with pathogens (e.g., adherence, immune subversion). We demonstrate that the resulting database can be used to develop hazardous “fingerprints” based on the functional metadata categories. We verified that these hazardous functions are found at higher levels in pathogens compared to non-pathogens, and hierarchical clustering of the fingerprints can distinguish between these two groups. The methodology presented here defines the hazardous functions associated with bioengineering functional building blocks at the sequence level, which provide a foundational framework for classifying biological hazards at the organism level, thus leading to the improvement and standardization of current biosecurity and biosafety practices.
Collapse
|
2
|
Eraña H, Charco JM, Di Bari MA, Díaz-Domínguez CM, López-Moreno R, Vidal E, González-Miranda E, Pérez-Castro MA, García-Martínez S, Bravo S, Fernández-Borges N, Geijo M, D’Agostino C, Garrido J, Bian J, König A, Uluca-Yazgi B, Sabate R, Khaychuk V, Vanni I, Telling GC, Heise H, Nonno R, Requena JR, Castilla J. Development of a new largely scalable in vitro prion propagation method for the production of infectious recombinant prions for high resolution structural studies. PLoS Pathog 2019; 15:e1008117. [PMID: 31644574 PMCID: PMC6827918 DOI: 10.1371/journal.ppat.1008117] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 11/04/2019] [Accepted: 10/01/2019] [Indexed: 12/12/2022] Open
Abstract
The resolution of the three-dimensional structure of infectious prions at the atomic level is pivotal to understand the pathobiology of Transmissible Spongiform Encephalopathies (TSE), but has been long hindered due to certain particularities of these proteinaceous pathogens. Difficulties related to their purification from brain homogenates of disease-affected animals were resolved almost a decade ago by the development of in vitro recombinant prion propagation systems giving rise to highly infectious recombinant prions. However, lack of knowledge about the molecular mechanisms of the misfolding event and the complexity of systems such as the Protein Misfolding Cyclic Amplification (PMCA), have limited generating the large amounts of homogeneous recombinant prion preparations required for high-resolution techniques such as solid state Nuclear Magnetic Resonance (ssNMR) imaging. Herein, we present a novel recombinant prion propagation system based on PMCA that substitutes sonication with shaking thereby allowing the production of unprecedented amounts of multi-labeled, infectious recombinant prions. The use of specific cofactors, such as dextran sulfate, limit the structural heterogeneity of the in vitro propagated prions and makes possible, for the first time, the generation of infectious and likely homogeneous samples in sufficient quantities for studies with high-resolution structural techniques as demonstrated by the preliminary ssNMR spectrum presented here. Overall, we consider that this new method named Protein Misfolding Shaking Amplification (PMSA), opens new avenues to finally elucidate the three-dimensional structure of infectious prions.
Collapse
Affiliation(s)
- Hasier Eraña
- CIC bioGUNE, Derio (Bizkaia), Spain
- ATLAS Molecular Pharma S. L. Derio (Bizkaia), Spain
| | | | - Michele A. Di Bari
- Department of Veterinary Public Health and Food Safety, Istituto Superiore di Sanità, Rome, Italy
| | | | | | - Enric Vidal
- Centre de Recerca en Sanitat Animal (CReSA), UAB-IRTA, Barcelona, Spain
| | | | | | | | - Susana Bravo
- Proteomics Lab, IDIS, Santiago de Compostela, Spain
| | | | - Mariví Geijo
- Animal Health Department, NEIKER-Instituto Vasco de Investigación y Desarrollo Agrario, Derio (Bizkaia), Spain
| | - Claudia D’Agostino
- Department of Veterinary Public Health and Food Safety, Istituto Superiore di Sanità, Rome, Italy
| | - Joseba Garrido
- Animal Health Department, NEIKER-Instituto Vasco de Investigación y Desarrollo Agrario, Derio (Bizkaia), Spain
| | - Jifeng Bian
- Prion Research Center (PRC), Colorado State University, Fort Collins, Colorado, United States of America
| | - Anna König
- Institute of Complex Systems (ICS-6) and Jülich Center for Structural Biology (JuStruct), Forschungszentrum Jülich, Jülich, Germany
- Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, Düsseldorf, Germany
| | - Boran Uluca-Yazgi
- Institute of Complex Systems (ICS-6) and Jülich Center for Structural Biology (JuStruct), Forschungszentrum Jülich, Jülich, Germany
- Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, Düsseldorf, Germany
| | - Raimon Sabate
- Department of Pharmacy and Pharmaceutical Technology and Physical-Chemistry, Faculty of Pharmacy and Food Sciences, University of Barcelona, Spain
- Institute of Nanoscience and Nanotechnology (IN2UB), University of Barcelona, Spain
| | - Vadim Khaychuk
- Prion Research Center (PRC), Colorado State University, Fort Collins, Colorado, United States of America
| | - Ilaria Vanni
- Department of Veterinary Public Health and Food Safety, Istituto Superiore di Sanità, Rome, Italy
| | - Glenn C. Telling
- Prion Research Center (PRC), Colorado State University, Fort Collins, Colorado, United States of America
| | - Henrike Heise
- Institute of Complex Systems (ICS-6) and Jülich Center for Structural Biology (JuStruct), Forschungszentrum Jülich, Jülich, Germany
- Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, Düsseldorf, Germany
| | - Romolo Nonno
- Department of Veterinary Public Health and Food Safety, Istituto Superiore di Sanità, Rome, Italy
| | - Jesús R. Requena
- CIMUS Biomedical Research Institute, University of Santiago de Compostela-IDIS, Spain
| | - Joaquín Castilla
- CIC bioGUNE, Derio (Bizkaia), Spain
- IKERBasque, Basque Foundation for Science, Bilbao (Bizkaia), Spain
- * E-mail:
| |
Collapse
|
3
|
Charco JM, Eraña H, Venegas V, García-Martínez S, López-Moreno R, González-Miranda E, Pérez-Castro MÁ, Castilla J. Recombinant PrP and Its Contribution to Research on Transmissible Spongiform Encephalopathies. Pathogens 2017; 6:E67. [PMID: 29240682 PMCID: PMC5750591 DOI: 10.3390/pathogens6040067] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 12/08/2017] [Accepted: 12/12/2017] [Indexed: 01/13/2023] Open
Abstract
The misfolding of the cellular prion protein (PrPC) into the disease-associated isoform (PrPSc) and its accumulation as amyloid fibrils in the central nervous system is one of the central events in transmissible spongiform encephalopathies (TSEs). Due to the proteinaceous nature of the causal agent the molecular mechanisms of misfolding, interspecies transmission, neurotoxicity and strain phenomenon remain mostly ill-defined or unknown. Significant advances were made using in vivo and in cellula models, but the limitations of these, primarily due to their inherent complexity and the small amounts of PrPSc that can be obtained, gave rise to the necessity of new model systems. The production of recombinant PrP using E. coli and subsequent induction of misfolding to the aberrant isoform using different techniques paved the way for the development of cell-free systems that complement the previous models. The generation of the first infectious recombinant prion proteins with identical properties of brain-derived PrPSc increased the value of cell-free systems for research on TSEs. The versatility and ease of implementation of these models have made them invaluable for the study of the molecular mechanisms of prion formation and propagation, and have enabled improvements in diagnosis, high-throughput screening of putative anti-prion compounds and the design of novel therapeutic strategies. Here, we provide an overview of the resultant advances in the prion field due to the development of recombinant PrP and its use in cell-free systems.
Collapse
Affiliation(s)
- Jorge M. Charco
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Hasier Eraña
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Vanessa Venegas
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Sandra García-Martínez
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Rafael López-Moreno
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Ezequiel González-Miranda
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Miguel Ángel Pérez-Castro
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
| | - Joaquín Castilla
- CIC bioGUNE, Parque Tecnológico de Bizkaia, 48160 Derio, Spain; (J.M.C.); (H.E.); (V.V.); (S.G.-M.); (R.L.-M.); (E.G.-M.); (M.Á.P.-C.)
- IKERBASQUE, Basque Foundation for Science, 48011 Bilbao, Spain
| |
Collapse
|