Evidence map›Paper›PMID 37469707›Full record

ArticleFrontiers in molecular biosciences2023

gtAI: an improved species-specific tRNA adaptation index using the genetic algorithm.

Ali Mostafa Anwar, Saif M Khodary, Eman Ali Ahmed, Aya Osama, Shahd Ezzeldin, Anthony Tanios, Sebaey Mahgoub, Sameh Magdeldin

Abstract read
In one paragraph

Article in Frontiers in molecular biosciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. RiboScreenBiomedicines · 2026
    Review
  2. Article
  3. Article
  4. Pichia-CLM: A language model-based codon optimization pipeline forProceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Codon-optimization in gene therapy: promises, prospects and challenges.Frontiers in bioengineering and biotechnology · 2024
    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

8 authors.

Ali Mostafa AnwarProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.
Saif M KhodaryDepartment of Genetics, Faculty of Agriculture, Cairo University, Giza, Egypt.
Eman Ali AhmedProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.
Aya OsamaProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.
Shahd EzzeldinProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.
Anthony TaniosProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.
Sebaey MahgoubProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.
Sameh MagdeldinProteomics and Metabolomics Research Program, Basic Research Department, Children's Cancer Hospital 57357 (CCHE-57357), Cairo, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The tRNA adaptation index (tAI) is a translation efficiency metric that considers weighted values (

Indexed as

codon usagecodon usage analysismolecular evolutiontranslational selectiontRNA adaptation index

Identifiers

PMID37469707
PMCPMC10352787

What OpenQuestion holds

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LicenceCC BY
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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.