Evidence map›Paper›PMID 35317239›Full record

ArticleComputational and structural biotechnology journal2022

MPEPE, a predictive approach to improve protein expression in

Zundan Ding, Feifei Guan, Guoshun Xu, Yuchen Wang, Yaru Yan, Wei Zhang, Ningfeng Wu, Bin Yao, Huoqing Huang, Tamir Tuller and 1 more

Abstract read
In one paragraph

Article in Computational and structural biotechnology journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Systematic optimization ofEngineering microbiology · 2026
    Review
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Effective Gene Expression Prediction and Optimization from Protein Sequences.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Rapid Antibacterial Activity Assessment of Chimeric Lysins.International journal of molecular sciences · 2024
    Article
  12. Review
  13. Review
  14. 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

11 authors.

Zundan DingBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Feifei GuanBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Guoshun XuBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Yuchen WangCollege of Life Science, Northwest Normal University, Lanzhou 730070, China.
Yaru YanBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Wei ZhangBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Ningfeng WuBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Bin YaoInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Huoqing HuangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Tamir TullerDepartment of Biomedical Engineering, the Engineering Faculty, Tel Aviv University, Tel-Aviv, Israel.
Jian TianBiotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The expression of proteins in

Indexed as

Deep learningMPEPEMutationProtein expression

Identifiers

PMID35317239
PMCPMC8913310

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.