Evidence map›Paper›PMID 42736414›Full record

ArticleNature biotechnology2026

An engineered nanopore identifies saccharides, amino acids, peptides and ribonucleotides.

Lang Yao, Zixuan Wang, Jialu Chen, Wen Sun, Kefan Wang, Yunqi Xiao, Hanhan Zhang, Wenzheng Li, Yifan Wang, Lulu Zhao and 4 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Lang YaoState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Zixuan WangState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Jialu ChenState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0001-9847-5802
Wen SunState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Kefan WangState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Yunqi XiaoState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0003-1473-9036
Hanhan ZhangState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Wenzheng LiState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Yifan WangState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Lulu ZhaoState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Xinyi DaiState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Lu QianState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.
Panke ZhangState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0001-8562-9972
Shuo HuangState Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, China. shuo.huang@nju.edu.cn.ORCID http://orcid.org/0000-0001-6133-7027

Funding

China Postdoctoral Science Foundation 2025M780957National Natural Science Foundation of China (National Science Foundation of China) 22225405;22534004National Natural Science Foundation of China (National Science Foundation of China) 223B2402NJU | State Key Laboratory of Analytical Chemistry for Life Science 5431ZZXM2509
6 · The paper itself

Abstract

Simultaneous characterization of proteins, RNAs and glycans with a nanopore remains a substantial challenge. To advance toward this goal, we introduce a multifunctional adaptor, maleimido-C2-formylphenylboronic acid (maleimido-C2-FPBA), into the Mycobacterium smegmatis porin A (MspA) nanopore at the pore constriction site. Here we demonstrate that the engineered nanopore, MspA-FPBA, enables the simultaneous identification of a diverse set of analytes, including 21 proteinogenic amino acids, three post-translationally modified (PTM) amino acids, four canonical nucleoside monophosphates (NMPs), three epigenetically modified NMPs, four monosaccharides and five peptides. Combined with machine learning, this sensor achieves an overall accuracy of 98.7%. Furthermore, it generates predictable event signatures for specific analyte types, enabling the machine learning model to identify analytes without strictly relying on prearchived event features, as demonstrated by the nanopore analysis of yeast cell extract. Lastly, we apply MspA-FPBA for compositional analysis of G2 glycopeptides. Future integration of hydrolase with MspA-FPBA may further improve MspA-FPBA utility as a single system to identify diverse biomolecules.

Identifiers

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.