Structure-activity relationships in biotechnology : science and business perspectives
Notice bibliographique
Résumé
This PhD offers a new approach to addressing a fundamental gap in our knowledge on the composition and growth of the biotechnology firm and industry. Previous investigations into biotechnology have generally focused on either the scientific or business components and have ignored the inter-disciplinarity forces at play in biotechnology, particularly the overlap between the science and business agendas that lead to either complementarity or competition between these agendas. Understanding and accounting for this relationship is necessary for advancing biotechnology theory and practice, as it is within this nexus that firms derive their competitive advantage and find solutions to their technological and business challenges. Recognising the need to understand this relationship, I sought to encapsulate all the components of biotechnology by mimicking its dyadic design. A dual science-business PhD, an inter-faculty project combining the Institute for Molecular Bioscience and UQ Business School, presented an opportunity to explore the intricate networks and embedded knowledge that lie within the important science-business relationship. But devising a means to incorporate all the science and business components of biotechnology under a single PhD project posed a number of problems. The most enduring and pertinent problem was finding and maintaining a link between the two disciplines so that the thesis presented a coherent story. The solution was found in my science supervisor’s startup biotechnology company Kalthera. Kalthera became the reference point for analysis in a multiple-case, longitudinal, crossnational study. The case-study research examined the development of ten biotechnology firms from Australia, USA, Canada, England and Switzerland in depth over two-years. To ensure credibility, transferability, dependability and conformability of the data generated, the companies ranged in maturity, geographical location, size and market focus. Throughout the study I sought to capture the various developmental changes and challenges these firms encountered as they progressed along their development paths. Kalthera was also the focus of the scientific research. The scientific laboratory-based research component of the thesis was aimed at developing and enhancing Kalthera’s proprietary technology, cyclic cystine knots (CCK). Kalthera is using cyclotides (cyclopeptides), naturally occurring plant-derived peptides that contain this fascinating CCK motif, to develop a novel class of human therapeutics. Cyclotides offer the opportunity to combine the specificity and potency of peptides with the stability and bioavailability of traditional small molecule drugs. To develop the CCK technology, the plasticity, that is how amenable the CCK motif is to variations in the amino acid sequence, and the structure-activity relationships, that is how structure affects function, of the cyclotide framework must be understood. Chapter 2 presents a detailed analysis of Viola odorata, a plant previously shown to contain cyclotides. In this analysis, 13 novel cyclotides are characterised, contributing an additional 1/5th to the total number of cyclotides characterised prior to the study. The study also solves the structure of cycloviolacin O14, tests the haemolytic activity of four novel cyclotides, and the resistance to proteolysis of twelve novel cyclotides. This structure-activity analysis shows that some loops, such as loop 2, of cyclotides are extremely amenable to variations in amino acid sequence but that biological activity is affected by these changes. The relationship between hydrophobicity and haemolytic activity is also explored. During the analysis of V. odorata the first example of a naturally occurring linear cyclotide was discovered. Described in Chapter 3, an analysis of the linear cyclotide violacin A shows that the stability and structure of cyclotides is a consequence of the cystine knot, rather than the cyclic peptide backbone. Structure determination of violacin A reveals that the loop 2–loop 5 hydrophobic patch, common to cyclotides and thought to be implicated in membrane binding, can become flexible by the presence of positive charged residues in loop 2. Given the recent interest in linear cystine knot peptides such as Ecballium elaterium trypsin inhibitor-II (EETI-II) in drug design, the discovery of a naturally occurring linear cyclotide offers exciting opportunities in drug design and development. Chapter 4 presents the results of a field trip where 14 Hawaiian plants were collected and analysed. From the field trip seven new Rubiaceae plant species were discovered to contain cyclotides, and these plants were shown to contain upwards of 38 novel cyclotides. The data suggest that the distribution of cyclotides in the Rubiaceae may not be as sparse as previously thought. Using the fundamental knowledge gathered from the work presented in the previous chapters, Chapter 5 presents two different approaches for developing commercial outcomes for the CCK technology. Firstly, a novel cyclotide-epitope grafted drug, targeting a viral oncogene implicated in activating a range of cancers, was designed and developed. The second drug design approach was aimed at improving our understanding of how cyclotides exhibit their anti-HIV activity. This work provides the foundation for future studies aimed at improving the anti-HIV therapeutic index of cyclotides. As a link between the science and business studies, Chapter 6 explores the relationship between the scientific community and society. This chapter examines the causes of the communication failings and describes the various effects on the scientific community and on society. The chapter discusses how it is not only commercial science that is affected by society’s emotions, but also academic science, as much of the funding that supports academic science comes from the government, society’s representative. Chapters 7 and 8 constitute the formal business component of the thesis. They report on the results of a two year multiple case study that found that the development of new biotechnology firms (NBFs) critically hinges on effective resource organisation, recognition and utilisation of core competencies, the readiness and capacity of the organisation to learn and adapt to change, the management of the science and business agendas, and the ability to refocus these over time to reflect the changing internal and external environments. From this information, and as described in Chapter 8, an ideal growth model that describes the optimal combination of an NBF’s components is presented. This model can be thought of as a growth framework for biotechnology practitioners. In conclusion, this thesis is a “living” example of the inter-disciplinarity in biotechnology. Not only are the difficulties and opportunities associated with the inter-disciplinarity encapsulated in the content and processes that formed the foundation of the thesis, but the results constitute data that may equally impact scientific and business fields. Finally, the findings in this thesis have contributed to a better understanding of the relationship between structure and activity in biotechnology, using cyclotides and NBFs as examples of science and business perspectives respectively.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».