Biology subjects

Thokkadam, A.

Publications and source records attributed to Thokkadam, A..

3 recordsLinked to original sources

bioRxiv2022

A High-Throughput Screen Reveals the Structure-Activity Relationship of the Antimicrobial Lasso Peptide Ubonodin

The Burkholderia cepacia complex (Bcc) is a group of bacteria including several opportunistic human pathogens. Immunocompromised individuals and cystic fibrosis patients are especially vulnerable to serious infections by these bacteria, motivating the search for compounds with antimicrobial activity against the Bcc. The natural product ubonodin is a lasso peptide with promising activity against several Bcc species, working by inhibiting RNA polymerase in susceptible bacteria. In this study, we developed a high-throughput screen using next-generation sequencing to examine the fitness of a library of over 90,000 ubonodin variants, generating the most comprehensive dataset on lasso peptide activity so far. This screen revealed information regarding the structure-activity relationship of ubonodin over a large sequence space, indicating certain residues that can tolerate amino acid substitutions and still retain activity. Remarkably, the screen identified one variant with not only improved activity compared to wild-type ubonodin but also a sub-micromolar minimum inhibitory concentration (MIC) against a clinical isolate of the Bcc member Burkholderia cenocepacia. Ubonodin and several of the variants identified in this study had a lower MIC against certain Bcc strains than many clinically approved antibiotics. Finally, the large library size enabled us to develop DeepLasso, a deep learning model that can predict the RNAP inhibitory activity of an ubonodin variant.

biochemistry↗

bioRxiv2022

The Anti-Burkholderia Lasso Peptide Ubonodin Co-Opts the Siderophore Receptor PupB for Cellular Entry

New antibiotics are needed as bacterial infections continue to be a leading cause of death. Notorious among antibiotic-resistant bacteria is the Burkholderia cepacia complex (Bcc), which infects cystic fibrosis patients, causing lung function decline. We recently discovered a novel ribosomally synthesized and post-translationally modified peptide (RiPP), ubonodin, with potent activity against several Burkholderia pathogens. Ubonodin inhibits RNA polymerase, but only select Bcc strains were susceptible, indicating that having a conserved cellular target does not guarantee activity. Given the cytoplasmic target, we speculate that cellular uptake of ubonodin determines susceptibility. Here, we report a new outer membrane siderophore receptor, PupB, that is required for ubonodin uptake in B. cepacia. Loss of PupB renders B. cepacia resistant to ubonodin, whereas expressing PupB sensitizes a resistant strain. Thus, outer membrane transport is the major determinant of ubonodins spectrum of activity. We also show that PupB is activated by a TonB protein and examine a transcriptional pathway that further regulates PupB. Finally, we elucidate the complete cellular uptake pathway for ubonodin by also identifying its inner membrane transporter in B. cepacia. Our work unravels central steps in the mechanism of action of ubonodin and establishes a general framework for dissecting RiPP function.

microbiology↗

bioRxiv2021

Supercharged Cellulases Show Reduced Non-Productive Binding, But Enhanced Activity, on Pretreated Lignocellulosic Biomass

Non-productive adsorption of cellulolytic enzymes to various plant cell wall components, such as lignin and cellulose, necessitates high enzyme loadings to achieve efficient conversion of pretreated lignocellulosic biomass to fermentable sugars. Carbohydrate-binding modules (CBMs), appended to various catalytic domains (CDs), promote lignocellulose deconstruction by increasing targeted substrate-bound CD concentration but often at the cost of increased non-productive enzyme binding. Here, we demonstrate how a computational protein design strategy can be applied to a model endocellulase enzyme (Cel5A) from Thermobifida fusca to allow fine-tuning its CBM surface charge, which led to increased hydrolytic activity towards pretreated lignocellulosic biomass (e.g., corn stover) by up to [~]330% versus the wild-type Cel5A control. We established that the mechanistic basis for this improvement arises from reduced non-productive binding of supercharged Cel5A mutants to cell wall components such as crystalline cellulose (up to 1.7-fold) and lignin (up to 1.8-fold). Interestingly, supercharged Cel5A mutants that showed improved activity on various forms of pretreated corn stover showed increased reversible binding to lignin (up to 2.2-fold) while showing no change in overall thermal stability remarkably. In general, negative supercharging led to increased hydrolytic activity towards both pretreated lignocellulosic biomass and crystalline cellulose whereas positive supercharging led to a reduction of hydrolytic activity. Overall, selective supercharging of protein surfaces was shown to be an effective strategy for improving hydrolytic performance of cellulolytic enzymes for saccharification of real-world pretreated lignocellulosic biomass substrates. Future work should address the implications of supercharging cellulases from various families on inter-enzyme interactions and synergism.

bioengineering↗