Skip to content
#protein folding Open access

Multiple strategies to improve the yield of snake thrombin-like enzyme agkihpin from Gloydius halys pallas in Pichia pastoris

Sep 2026 · Microbial Cell Factories · 0 citations
Venomous Animal Envenomation and Studies

Abstract

In our previous research, we successfully identified agkihpin, a snake venom thrombin-like enzyme (SVTLE) from Gloydius halys pallas . It possesses thrombin-like activity and exhibits multiple functions, including inhibition of tumor invasion and metastasis. Its unique enzymatic properties make agkihpin a promising candidate for thrombolytic and anti-metastatic therapies. In an earlier study, we attempted to produce agkihpin recombinantly in Escherichia coli ( E. coli ). However, the protein was predominantly expressed as inclusion bodies, with low solubility and negligible enzymatic activity before in vitro refolding. In this study, we developed a multi-strategy approach in Pichia pastoris (reclassified as Komagataella phaffii [1]; herein P. pastoris ) to enhance the secretory expression of agkihpin. This approach mainly included gene dosage optimization, N-glycosylation engineering, and co-expression of helper factor proteins. In the absence of helper factor proteins, the recombinant strain carrying two copies of agkihpin exhibited the highest level of expression. N-glycosylation plays a major role in maintaining expression levels in this system, as removal of the glycosylation site reduced the yield to approximately 18.6% of the wild-type secretion level. Among the 11 helper factor proteins evaluated, Bmh2, a protein involved in the secretory pathway, significantly increased agkihpin yield by approximately 68% (P < 0.05). Studies on helper factor protein co-expression for snake venom protein production in yeast remain scarce. Given the disulfide-rich nature of these proteins, early engineering strategies have predominantly concentrated on oxidative folding enhancement. Our findings, however, suggest that ER-to-Golgi trafficking may also represent a bottleneck during agkihpin expression in P. pastoris , as facilitating this step improves protein secretion. Although validated so far only for a single snake venom protein, this finding suggests that secretory pathway engineering and oxidative folding can synergize to boost titers of recombinant toxins in P. pastoris , a principle that may apply more broadly.

Read PDF

Similar papers

#computer vision Review Open access May 2015

A survey study on major technical barriers affecting the decision to adopt cloud services

The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.

Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al. · 111 citations · ⚡8
#computer vision Open access Feb 2018

Lean Internal Startups for Software Product Innovation in Large Companies: Enablers and Inhibitors

This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.

Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al. · 78 citations · ⚡6
#computer vision Book Open access Jul 2015

Understanding the affect of developers: theoretical background and guidelines for psychoempirical software engineering

This paper highlights the challenges to conduct proper affect-related studies with psychology, provides a comprehensive literature review in affect theory, and proposes guidelines for conducting psychoempirical software engineering.

D. Graziotin, Xiaofeng Wang, P. Abrahamsson · 56 citations · ⚡4
#machine learning Open access May 2017

What Influences the Speed of Prototyping? An Empirical Investigation of Twenty Software Startups

This study conducts a multiple case study on twenty European software startups and proposes a prototype-centric learning model in early stage software startups, and identifies factors that occur as barriers but also facilitators for prototyping in earlystage software startups.

Anh Nguyen-Duc, Xiaofeng Wang, P. Abrahamsson · 44 citations · ⚡5
#protein folding Open access Sep 2026

Programmable design of functional proteins from natural language

Pinal, a 16-billion-parameter foundation model that produces protein candidates from natural-language functional descriptions, supports natural language as a high-level interface for candidate generation in protein design, enabling programmable exploration with reduced reliance on manually specified structural or seque...

Fengyuan Dai, Shiyang You, Yudian Zhu et al. · 31 citations · ⚡3

Related blog posts

Google DeepMind Blog Sep 30, 2026

Introducing SynthID Bio

Proof of concept for watermarking AI-generated proteins while preserving biological function.

MIT News · Artificial Intelligence Aug 27, 2026

Looking beyond natural sequences

A new machine-learning framework aims to improve the success rate of computational protein design while moving away from results that reproduce sequences found in nature.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.