Multi-pass, single-molecule nanopore reading of long protein strands with single-amino acid sensitivity DOI Creative Commons
Keisuke Motone,

Daphne Kontogiorgos-Heintz,

Jasmine Wee

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2023, Номер unknown

Опубликована: Окт. 20, 2023

The ability to sequence single protein molecules in their native, full-length form would enable a more comprehensive understanding of proteomic diversity. Current technologies, however, are limited achieving this goal. Here, we establish method for long-range, single-molecule reading intact strands on commercial nanopore sensor array. By using the ClpX unfoldase ratchet proteins through CsgG nanopore, achieve single-amino acid level sensitivity, enabling sequencing combinations amino substitutions across long strands. For greater accuracy, demonstrate reread individual molecules, spanning hundreds acids length, multiple times, and explore potential high accuracy barcode sequencing. Further, develop biophysical model that can simulate raw signals

Язык: Английский

Single-Molecule Identification and Quantification of Steviol Glycosides with a Deep Learning-Powered Nanopore Sensor DOI
Minmin Li, Jing Wang, Chen Zhang

и другие.

ACS Nano, Год журнала: 2024, Номер 18(36), С. 25155 - 25169

Опубликована: Авг. 27, 2024

Steviol glycosides (SGs) are a class of high-potency noncalorie natural sweeteners made up common diterpenoid core and varying glycans. Thus, the diversity glycans in composition, linkage, isomerism results tremendous structural complexity SG family, which poses challenges for precise identification leads to fact that SGs frequently used mixtures their variances biological activity remain largely unexplored. Here we show wild-type aerolysin nanopore can detect discriminate diverse species through modulable electro-osmotic flow effect at varied applied voltages. At low voltages, neutral molecule was drawn stuck pore entrance due an energy barrier around R220 sites. The ensuing binding events enable majority species. Increasing voltage break cause translocation events, allowing unambiguous several pairs differing by only one hydroxyl group recognition accumulation from multiple sensing regions Based on data 15 SGs, deep learning-based artificial intelligence (AI) model created process individual blockage achieving rapid, automated, single-molecule quantification real samples. This work highlights value analysis complex glycans-containing glycosides, as well potential sensitive rapid quality assurance glycoside products with use AI.

Язык: Английский

Процитировано

5

Blobs form during the single-file transport of proteins across nanopores DOI Creative Commons
Adina Sauciuc, Jacob J. Whittaker, Matthijs Jonathan Tadema

и другие.

Proceedings of the National Academy of Sciences, Год журнала: 2024, Номер 121(38)

Опубликована: Сен. 12, 2024

The transport of biopolymers across nanopores is an important biological process currently under investigation for the rapid analysis DNA and proteins. While generally understood, methods to induce unfolded protein translocation have only recently been discovered (Yu et al., 2023, Sauciuc 2023). Here, we found that during electroosmotically driven polypeptides, blob-like structures typically form inside nanopores, often obstructing their preventing addressing individual amino acids. This in contrast with electrophoretic DNA, where formation such has not reported. Comparisons between different nanopore sizes shapes modifications by surface chemistries allowed formulating a mechanism blob formation. We also show single-file can be achieved using 1) entry internal diameter smaller than persistence length polymer, 2) nonsticky (i.e ., nonaromatic) inner surface, 3) moderate velocities. These experiments provide basis understanding polypeptide confinement improving design engineering analysis.

Язык: Английский

Процитировано

5

Orientation dependence of current blockade in single amino acid translocation through a graphene nanopore DOI

Pranjal Sur,

Anurag Upadhyaya, Manoj M. Varma

и другие.

Nanoscale, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

Molecular dynamics shows that single amino acids can be distinguished via translocation through a graphene nanopore. We probe the effect of their orientation on current blockade.

Язык: Английский

Процитировано

0

Shining a light on the dark proteome: Non‐canonical open reading frames and their encoded miniproteins as a new frontier in cancer biology DOI Creative Commons
Zoe Posner, Ian Yannuzzi, John R. Prensner

и другие.

Protein Science, Год журнала: 2023, Номер 32(8)

Опубликована: Июнь 24, 2023

In the decades following discovery that genes encode proteins, scientists have tried to exhaustively and comprehensively characterize human genome. Recent advances in computational methods along with transcriptomic proteomic techniques now shown historically non-coding genomic regions may contain non-canonical open reading frames (ncORFs), which functional miniproteins or otherwise exert regulatory activity through coding-independent functions. Increasingly, it is clear these ncORFs play critical roles major diseases such as cancer. this review, we summarize history current progress of ncORF research explore known functions they encode. We particularly highlight emerging body evidence supporting a role for contributions Finally, provide blueprint high-priority areas future cancer, focusing on detection, characterization, therapeutic intervention.

Язык: Английский

Процитировано

12

Multi-pass, single-molecule nanopore reading of long protein strands with single-amino acid sensitivity DOI Creative Commons
Keisuke Motone,

Daphne Kontogiorgos-Heintz,

Jasmine Wee

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2023, Номер unknown

Опубликована: Окт. 20, 2023

The ability to sequence single protein molecules in their native, full-length form would enable a more comprehensive understanding of proteomic diversity. Current technologies, however, are limited achieving this goal. Here, we establish method for long-range, single-molecule reading intact strands on commercial nanopore sensor array. By using the ClpX unfoldase ratchet proteins through CsgG nanopore, achieve single-amino acid level sensitivity, enabling sequencing combinations amino substitutions across long strands. For greater accuracy, demonstrate reread individual molecules, spanning hundreds acids length, multiple times, and explore potential high accuracy barcode sequencing. Further, develop biophysical model that can simulate raw signals

Язык: Английский

Процитировано

12