PIPages
Labs

Joanna Slusky

University of Kansas, KS·Biochemistry

Many proteins that span the outer membrane of bacteria are shaped like barrels, with a channel running through the middle. These membrane β-barrels can act as gates that move molecules in and out of cells.

Fields

Biochemistry

Biophysics

Computer Science

Topics

antibiotic resistance

efflux pumps

TolC

Grants
2 known grants, through Aug 2027

What they work on

  1. Identify sequence and structural patterns shared by peptides that bind antibiotic efflux pump-like outer-membrane barrels, using the lab's databases of membrane β-barrels and the solved helix-in-barrel structure.
  2. Screen for peptides that bind tightly to TolC, the outer-membrane barrel of the E. coli antibiotic efflux pump, and find the features that control binding, with the goal of plugging the pump and restoring antibiotic potency.
  3. Determine what allows peptides that bind TolC to be pulled through the pump, so that efflux pumps could be used to carry drugs across the bacterial outer membrane.
  4. Build a fold-specific protein language model that needs less training data, using a new way to restrict attention in transformer models, to learn the sequence rules of membrane β-barrels.
  5. Generate new barrel sequences with a patch-based 'metamorphosis' generator that redesigns one local region at a time, then test the designs as metal sensors by measuring changes in current across a membrane.

More about the research

They can also serve as frameworks that engineers redesign for new jobs. The research here studies and designs these barrels for two goals: making existing antibiotics work again against resistant bacteria, and building protein sensors that detect toxic metals in water. Both projects depend on understanding how a barrel's amino acid sequence and shape decide what binds inside it.

Why it matters

Peptides that plug the TolC efflux pump could make existing antibiotics effective again against resistant 'superbugs.' Peptides that pass through the pump could deliver drugs that normally cannot cross the bacterial outer membrane. Separately, designed protein barrels could lead to sensors for heavy-metal contaminants, supporting efforts to keep waterways clean, and the design methods could be used to build biosensors for other purposes.

Known grants

From NIH and NSF research grants. Labs often have other funding we can't see.

MFB: NSF-BSF: Data-Adaptive and Metamorphosis Machine Learning Architectures for Generative Protein Design of Metal Biosensors

NSF · Sep 2022 – Aug 2027

Plugging & Pulling-in: tuning peptides for ToIC to overcome anitbiotic resistance

NIH · Aug 2023 – Jul 2027

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The school

University of Kansas: 26 labs on PI Pages, $546M a year on research, 351 research doctorates a year.

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