Evidence map›Paper›PMID 26940078›Full record

ArticleScientific reports2016

A mix-and-read drop-based in vitro two-hybrid method for screening high-affinity peptide binders.

Naiwen Cui, Huidan Zhang, Nils Schneider, Ye Tao, Haruichi Asahara, Zhiyi Sun, Yamei Cai, Stephan A Koehler, Tom F A de Greef, Alireza Abbaspourrad and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Single-molecule fluorescence methods for protein biomarker analysis.Analytical and bioanalytical chemistry · 2023
    Review
  3. Article
  4. Review
  5. Review
  6. Review
  7. Article
  8. Review
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

12 authors.

Naiwen CuiSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Huidan ZhangSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Nils SchneiderEcole Supérieure de Biotechnologie de Strasbourg, Boulevard Sébastien Brant, 67400, Illkirch, France.
Ye TaoSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Haruichi AsaharaNew England Biolabs, Inc. 240 County Road, Ipswich, MA 01938, USA.
Zhiyi SunNew England Biolabs, Inc. 240 County Road, Ipswich, MA 01938, USA.
Yamei CaiSchool of Pharmacy, Second Military Medical University, Shanghai 200433, China.
Stephan A KoehlerSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Tom F A de GreefInstitute for Complex Molecular Systems, Department of Biomedical Engineering Eindhoven University of Technology Den Dolech 2, 5600 MB Eindhoven, The Netherlands.
Alireza AbbaspourradSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
David A WeitzSchool of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Shaorong ChongNew England Biolabs, Inc. 240 County Road, Ipswich, MA 01938, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drop-based microfluidics have recently become a novel tool by providing a stable linkage between phenotype and genotype for high throughput screening. However, use of drop-based microfluidics for screening high-affinity peptide binders has not been demonstrated due to the lack of a sensitive functional assay that can detect single DNA molecules in drops. To address this sensitivity issue, we introduced in vitro two-hybrid system (IVT2H) into microfluidic drops and developed a streamlined mix-and-read drop-IVT2H method to screen a random DNA library. Drop-IVT2H was based on the correlation between the binding affinity of two interacting protein domains and transcriptional activation of a fluorescent reporter. A DNA library encoding potential peptide binders was encapsulated with IVT2H such that single DNA molecules were distributed in individual drops. We validated drop-IVT2H by screening a three-random-residue library derived from a high-affinity MDM2 inhibitor PMI. The current drop-IVT2H platform is ideally suited for affinity screening of small-to-medium-sized libraries (10(3)-10(6)). It can obtain hits within a single day while consuming minimal amounts of reagents. Drop-IVT2H simplifies and accelerates the drop-based microfluidics workflow for screening random DNA libraries, and represents a novel alternative method for protein engineering and in vitro directed protein evolution.

Indexed as

MicrofluidicsTwo-Hybrid System TechniquesCell-Free SystemEscherichia coliGene LibraryGenes, ReporterHigh-Throughput Screening AssaysHumansPeptidesProtein BindingProtein EngineeringProtein Interaction Domains and MotifsProto-Oncogene Proteins c-mdm2Transcriptional ActivationTumor Suppressor Protein p53MDM2 protein, humanPeptidesProto-Oncogene Proteins c-mdm2Tumor Suppressor Protein p53

Identifiers

PMID26940078
PMCPMC4778045

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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.