Transmembrane β-barrel pores (TMBs) are extensively used for single-molecule DNA and RNA sequencing. They enable the miniaturization of a wide array of sensing and sequencing applications into portable USB-size devices and point-of-care technologies. A team of Belgian and American researchers has now described a general approach to design TMB pores from scratch with custom shapes and properties, opening up new opportunities for single-molecule analytics. Their results were published in Science.
Rolling out new barrels …
Protein nanopores are the holy grail in the field of analytical biology. These nanometer-sized proteins form regular pores in lipid membranes and are widely used for single-molecule DNA and RNA sequencing. They hold a considerable potential to advance a broad range of sensing and sequencing applications by taking them out of specialized labs and into portable devices. However, current approaches to engineering nanopore sensors are limited to naturally occurring proteins, which have evolved for very different functions and are less than ideal starting points for sensor development.
Research led by the VIB-VUB Center for Structural Biology (Belgium) and the University of Washington School of Medicine (USA) has taken on the challenge of designing these protein ‘barrels’ from scratch, with the ultimate goal of controlling the shape and chemistry on a molecular level. With the help of computational design, the researchers developed methods to design stable nanopore channels with tunable pore shapes, sizes, and conductance. Compared to natural pores, the signal generated by the designed TMBs was remarkably stable and quiet. Collaborators in the laboratory of Sheena Radford (University of Leeds) and Sebastian Hiller (Biozentrum, University of Basel) found that the designs folded into stable 3D structures. This opens the door to designing nanopore channels de novo that are suitable for many applications of interest in research and industry.

“These developments are very exciting. When we started with this idea a few years ago, many people thought it was impossible, because the design and folding of β-sheets is incredibly complex, let alone in lipid membranes. Now we have shown that we can successfully design nanopores with a high success rate, which have stable and reproducible conductance.” – Dr. Anastassia Vorobieva, group leader at the VIB-VUB Center for Structural Biology.
… and putting them to good use
As the next step, the researchers put their design method to the test. Nanopores that can detect very small molecules such as metabolites would be extremely useful tools for metabolomic and diagnostic analysis, which currently require large, specialized lab equipment. The design of functional small-molecule sensors remains challenging because of the complexity of protein-ligand interactions. Hence, the pores need to have a highly complementary shape to the small molecule of interest. A team from the laboratory of UW Medicine biochemistry professor and HHMI Investigator David Baker successfully designed new proteins that can specifically bind small-molecule metabolites. They split the proteins into three parts and fused the parts into the loops of a TMB pore. They found that they could directly detect single-molecule binding events using such constructs.
“This collaboration is a great example of what’s possible with protein design. Rather than repurposing biomolecules from nature, we can now create the functions we want from first principles.” – Prof. Dr. David Baker, professor at the University of Washington School of Medicine and HHMI investigator.
The positive results prove that nanopore design can complement mass spectrometry and other analytical methods that require big labs and big setups because the technology is smaller and more accessible. Although we are still quite a bit removed from this point, the researchers envision a future in which portable devices with different nanopores can sense a range of metabolites, proteins, and small molecules, or even do biomolecular sequencing.
Source – VIB-VUB Center for structural Biology (CSB)
Berhanu S, Majumder S, Müntener T, Whitehouse J, Berner C, Bera AK, Kang A, Liang B, Khan N, Sankaran B, Tamm LK, Brockwell DJ, Hiller S, Radford SE, Baker D, Vorobieva AA. (2024) Sculpting conducting nanopore size and shape through de novo protein design. Science 385(6706):282-288. [abstract]
Transmembrane β-barrel pores (TMBs) are extensively used for single-molecule DNA and RNA sequencing. They enable the miniaturization of a wide array of sensing and sequencing applications into portable USB-size devices and point-of-care technologies. A team of Belgian and American researchers has now described a general approach to design TMB pores from scratch with custom shapes and properties, opening up new opportunities for single-molecule analytics. Their results were published in Science.
Rolling out new barrels …
Protein nanopores are the holy grail in the field of analytical biology. These nanometer-sized proteins form regular pores in lipid membranes and are widely used for single-molecule DNA and RNA sequencing. They hold a considerable potential to advance a broad range of sensing and sequencing applications by taking them out of specialized labs and into portable devices. However, current approaches to engineering nanopore sensors are limited to naturally occurring proteins, which have evolved for very different functions and are less than ideal starting points for sensor development.
Research led by the VIB-VUB Center for Structural Biology (Belgium) and the University of Washington School of Medicine (USA) has taken on the challenge of designing these protein ‘barrels’ from scratch, with the ultimate goal of controlling the shape and chemistry on a molecular level. With the help of computational design, the researchers developed methods to design stable nanopore channels with tunable pore shapes, sizes, and conductance. Compared to natural pores, the signal generated by the designed TMBs was remarkably stable and quiet. Collaborators in the laboratory of Sheena Radford (University of Leeds) and Sebastian Hiller (Biozentrum, University of Basel) found that the designs folded into stable 3D structures. This opens the door to designing nanopore channels de novo that are suitable for many applications of interest in research and industry.
… and putting them to good use
As the next step, the researchers put their design method to the test. Nanopores that can detect very small molecules such as metabolites would be extremely useful tools for metabolomic and diagnostic analysis, which currently require large, specialized lab equipment. The design of functional small-molecule sensors remains challenging because of the complexity of protein-ligand interactions. Hence, the pores need to have a highly complementary shape to the small molecule of interest. A team from the laboratory of UW Medicine biochemistry professor and HHMI Investigator David Baker successfully designed new proteins that can specifically bind small-molecule metabolites. They split the proteins into three parts and fused the parts into the loops of a TMB pore. They found that they could directly detect single-molecule binding events using such constructs.
The positive results prove that nanopore design can complement mass spectrometry and other analytical methods that require big labs and big setups because the technology is smaller and more accessible. Although we are still quite a bit removed from this point, the researchers envision a future in which portable devices with different nanopores can sense a range of metabolites, proteins, and small molecules, or even do biomolecular sequencing.
Source – VIB-VUB Center for structural Biology (CSB)
Berhanu S, Majumder S, Müntener T, Whitehouse J, Berner C, Bera AK, Kang A, Liang B, Khan N, Sankaran B, Tamm LK, Brockwell DJ, Hiller S, Radford SE, Baker D, Vorobieva AA. (2024) Sculpting conducting nanopore size and shape through de novo protein design. Science 385(6706):282-288. [abstract]
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Transmembrane β-barrel pores (TMBs) are extensively used for single-molecule DNA and RNA sequencing. They enable the miniaturization of a wide array of sensing and sequencing applications into portable USB-size devices and point-of-care technologies. A team of Belgian and American researchers has now described a general approach to design TMB pores from scratch with custom shapes and properties, opening up new opportunities for single-molecule analytics. Their results were published in Science.
Rolling out new barrels …
Protein nanopores are the holy grail in the field of analytical biology. These nanometer-sized proteins form regular pores in lipid membranes and are widely used for single-molecule DNA and RNA sequencing. They hold a considerable potential to advance a broad range of sensing and sequencing applications by taking them out of specialized labs and into portable devices. However, current approaches to engineering nanopore sensors are limited to naturally occurring proteins, which have evolved for very different functions and are less than ideal starting points for sensor development.
Research led by the VIB-VUB Center for Structural Biology (Belgium) and the University of Washington School of Medicine (USA) has taken on the challenge of designing these protein ‘barrels’ from scratch, with the ultimate goal of controlling the shape and chemistry on a molecular level. With the help of computational design, the researchers developed methods to design stable nanopore channels with tunable pore shapes, sizes, and conductance. Compared to natural pores, the signal generated by the designed TMBs was remarkably stable and quiet. Collaborators in the laboratory of Sheena Radford (University of Leeds) and Sebastian Hiller (Biozentrum, University of Basel) found that the designs folded into stable 3D structures. This opens the door to designing nanopore channels de novo that are suitable for many applications of interest in research and industry.
… and putting them to good use
As the next step, the researchers put their design method to the test. Nanopores that can detect very small molecules such as metabolites would be extremely useful tools for metabolomic and diagnostic analysis, which currently require large, specialized lab equipment. The design of functional small-molecule sensors remains challenging because of the complexity of protein-ligand interactions. Hence, the pores need to have a highly complementary shape to the small molecule of interest. A team from the laboratory of UW Medicine biochemistry professor and HHMI Investigator David Baker successfully designed new proteins that can specifically bind small-molecule metabolites. They split the proteins into three parts and fused the parts into the loops of a TMB pore. They found that they could directly detect single-molecule binding events using such constructs.
The positive results prove that nanopore design can complement mass spectrometry and other analytical methods that require big labs and big setups because the technology is smaller and more accessible. Although we are still quite a bit removed from this point, the researchers envision a future in which portable devices with different nanopores can sense a range of metabolites, proteins, and small molecules, or even do biomolecular sequencing.
Source – VIB-VUB Center for structural Biology (CSB)
Berhanu S, Majumder S, Müntener T, Whitehouse J, Berner C, Bera AK, Kang A, Liang B, Khan N, Sankaran B, Tamm LK, Brockwell DJ, Hiller S, Radford SE, Baker D, Vorobieva AA. (2024) Sculpting conducting nanopore size and shape through de novo protein design. Science 385(6706):282-288. [abstract]
Related Posts
Avoiding a sticky situation: how cells stop messenger RNAs from clumping together
New AI approaches to help understand complex biological data
Short-read RNA-seq yields lower estimates of A-to-I RNA editing levels than long-read cDNA sequencing
qMAP reveals RNA fragmentation patterns linked to development and disease
Urine microRNAs may help distinguish bacterial from viral infections in children
Benchmarking RNA sequencing for more accurate alternative splicing analysis
RNA Sequencing identifies new tick-borne virus that causes flu-like illness
Small RNA sequencing reveals regulatory roles for sdRNAs in acute myeloid leukemia
POND-seq enables non-destructive RNA sequencing in living cells
Worm’s radical transformation shows metamorphosis can change the functions of cells
New method allows scientists to follow gene activity over time in the same cells
Single-cell and single-embryo RNA sequencing
RNA sequencing reveals functional chimeric mRNAs in mammalian immunity
Deep learning improves microRNA target prediction from sequence
Atlas of the brain’s striatum could guide researchers to new drug treatments
scLS – a computationally efficient differentially expressed gene detection algorithm
Spatial mapping of RNA turnover kinetics in the mouse brain
Immune cells offer insights on billion-dollar virus
SPIDER improves spatial transcriptomics data using single-cell RNA sequencing
Ultrafast and reference-free sequence discovery in single-cell data
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