Int&in: A machine learning-based web server for active split site identification in inteins

Inteins are proteins that excise themselves out of host proteins and ligate the flanking polypeptides in an auto-catalytic process called protein splicing. In nature, inteins are either contiguous or split. In the case of split inteins, the two fragments must first form a complex for the splicing to occur. Contiguous inteins have previously been artificially split in two fragments because split inteins allow for distinct applications than contiguous ones. Even naturally split inteins have been split at unnatural split sites to obtain fragments with reduced affinity for one another, which are useful to create conditional inteins or to study protein-protein interactions. So far, split sites in inteins have been heuristically identified. We developed Int&in, a web server freely available for academic research (https://intein.biologie.uni-freiburg.de) that runs a machine learning model using logistic regression to predict active and inactive split sites in inteins with high accuracy. The model was trained on a dataset of 126 split sites generated using the gp41-1, Npu DnaE and CL inteins and validated using 97 split sites extracted from the literature. Despite the limited data size, the model, which uses various protein structural features, as well as sequence conservation information, achieves an accuracy of 0.79 and 0.78 for the training and testing sets, respectively. We envision Int&in will facilitate the engineering of novel split inteins for applications in synthetic and cell biology.

Conditional protein splicing triggered by SUMO protease

Conditional protein splicing is a powerful biotechnological tool that can be used to post-translationally control the activity of target proteins. Here we demonstrated a novel conditional protein splicing approach in which the small ubiquitin-like modifier (SUMO) protease induced the splicing of an atypical split intein. The engineered Ter DnaE-3 S11 split intein which has a small C-intein segment with only 6 amino acids was used in this study. A SUMO tag was fused to the N-terminus of the C-intein to inhibit the protein trans-splicing in vitro. The splicing products could be detected in 15 min with the addition of SUMO protease by western blotting and the splicing efficiency was ∼4-fold higher than the control without SUMO protease for overnight reaction. This engineered Ter DnaE-3 S11 split intein-mediated protein trans-splicing had been further shown to be triggered by SUMO protease in different exteins in vitro. Our study provides new insights into the regulation of protein splicing and is a promising tool for the control of protein structure and function in vitro.

A guide to designing photocontrol in proteins: methods, strategies and applications

Light is essential for various biochemical processes in all domains of life. In its presence certain proteins inside a cell are excited, which either stimulates or inhibits subsequent cellular processes. The artificial photocontrol of specifically proteins is of growing interest for the investigation of scientific questions on the organismal, cellular and molecular level as well as for the development of medicinal drugs or biocatalytic tools. For the targeted design of photocontrol in proteins, three major methods have been developed over the last decades, which employ either chemical engineering of small-molecule photosensitive effectors (photopharmacology), incorporation of photoactive non-canonical amino acids by genetic code expansion (photoxenoprotein engineering), or fusion with photoreactive biological modules (hybrid protein optogenetics). This review compares the different methods as well as their strategies and current applications for the light-regulation of proteins and provides background information useful for the implementation of each technique.

A systematic approach to inserting split inteins for Boolean logic gate engineering and basal activity reduction

Split inteins are powerful tools for seamless ligation of synthetic split proteins. Yet, their use remains limited because the already intricate split site identification problem is often complicated by the requirement of extein junction sequences. To address this, we augment a mini-Mu transposon-based screening approach and devise the intein-assisted bisection mapping (IBM) method. IBM robustly reveals clusters of split sites on five proteins, converting them into AND or NAND logic gates. We further show that the use of inteins expands functional sequence space for splitting a protein. We also demonstrate the utility of our approach over rational inference of split sites from secondary structure alignment of homologous proteins, and that basal activities of highly active proteins can be mitigated by splitting them. Our work offers a generalizable and systematic route towards creating split protein-intein fusions for synthetic biology.

Light-control of the ultra-fast Gp41-1 split intein with preserved stability of a genetically encoded photo-caged amino acid in bacterial cells

Inteins change the structure and function of their host protein in a unique way and the Gp41-1 split intein is the fastest protein trans-splicing intein known to date. To design a photo-activatable variant, we have incorporated ortho-nitrobenzyl-tyrosine (ONBY) at the position of a structurally conserved phenylalanine in the Gp41-1-N fragment. Using irradiation at 365 nm, the splicing reaction was triggered with virtually unchanged rates. The partial cellular reduction of the nitro group in ONBY, previously observed during bacterial protein expression for several photo-caged amino acids, was overcome by periplasmatic expression and by using an E. coli K12(DE3) strain instead of BL21(DE3). Together, our findings provide new tools for the artificial photo-control of proteins.