Evidence map›Paper›PMID 37421474›Full record

ArticleApplied microbiology and biotechnology2023

Machine learning methods for predicting the key metabolic parameters of Halomonas elongata DSM 2581

Guanxue Lai, Junxiong Yu, Jing Wang, Weihua Li, Guixia Liu, Zejian Wang, Meijin Guo, Yun Tang

Abstract read
PubMed Publisher
In one paragraph

Article in Applied microbiology and biotechnology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.5field-weighted citation impact, top 33% of its field
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

3 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Article
  3. 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 at 1 institution in 1 country.

Guanxue LaiShanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China.
Junxiong YuState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, 200237, China.
Jing WangDepartment of Chemical Engineering for Energy Resources, East China University of Science and Technology, Shanghai, 200237, China.
Weihua LiShanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China.
Guixia LiuShanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China.
Zejian WangState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, 200237, China. wangzejian@ecust.edu.cn.
Meijin GuoState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, 200237, China. guo_mj@ecust.edu.cn.
Yun TangShanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China. ytang234@ecust.edu.cn.ORCID http://orcid.org/0000-0003-2340-1109
East China University of Science and Technology · CN

Funding

the National Key Research and Development Program of China No. 2020YFA0906800
6 · The paper itself

Abstract

Ectoine is generally produced by the fermentation process of Halomonas elongata DSM 2581

Indexed as

Amino Acids, DiaminoHalomonasFermentationAmino Acids, DiaminoFeature engineeringFermentation kineticsHalomonas elongata DSM 2581 TMachine learningPredictive analytics

Identifiers

PMID37421474
OpenAlexW4383620983

What OpenQuestion holds

Textmetadata
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.