Evidence map›Paper›PMID 35171340›Full record

ArticleApplied microbiology and biotechnology2022

Validation of housekeeping genes as internal controls for gene expression studies on biofilm formation in Bacillus velezensis.

Lianmeng Liu, Zhiming Ji, Kehan Zhao, Yuan Zhao, Yilin Zhang, Shiwen Huang

Abstract read
PubMed Publisher
In one paragraph

Article in Applied microbiology and biotechnology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.4field-weighted citation impact, top 22% 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

5 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Journal of agricultural and food chemistry · 2025
    Article
  3. Characterization ofAquaculture nutrition · 2025
    Article
  4. Article
  5. Article
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

6 authors at 3 institutions in 1 country.

Lianmeng LiuState Key Laboratory of Rice Biology, China National Rice Research Institute, 311400, Hangzhou, China. liulianmeng@caas.cn.ORCID http://orcid.org/0000-0002-1918-4263
Zhiming JiCollege of Biological and Food Engineering, Huaihua University, Huaihua, 418000, China.
Kehan ZhaoState Key Laboratory of Rice Biology, China National Rice Research Institute, 311400, Hangzhou, China.
Yuan ZhaoState Key Laboratory of Rice Biology, China National Rice Research Institute, 311400, Hangzhou, China.
Yilin ZhangState Key Laboratory of Rice Biology, China National Rice Research Institute, 311400, Hangzhou, China.
Shiwen HuangState Key Laboratory of Rice Biology, China National Rice Research Institute, 311400, Hangzhou, China. huangshiwen@caas.cn.
China National Rice Research Institute · CNGuangxi University · CNHuaihua University · CN

Funding

Key Research and Development Program of Zhejiang Province 2019C02018Natural Science Foundation of Zhejiang Province LY21C140001Technology Research Program of Zhejiang Province 2022C02014
6 · The paper itself

Abstract

Bacillus velezensis is an important bacterium widely applied in agriculture and industry, and biofilms play critical roles in its environmental tolerance. The appropriate choice of reference genes is essential for key gene expression studies. Multiple internal control genes were selected and validated from the 21 housekeeping genes of B. velezensis by expression stability evaluation during biofilm formation and were used to study the expression of key genes involved in the process. The results showed that pyk, gyrA, recA, and gyrB were stably expressed, and the expression of pyk was the most stable during biofilm formation. A pair of two genes, pyk and gyrA, provided high-quality data when used as internal controls, and the combination of three genes, pyk, gyrA, and recA, was even better. The expression levels of pyk, gyrA, and recA approximated those of five key genes, abrB, epsD, kinC, sinR, and tasA, in biofilm formation, meeting the requirements of ideal internal control genes. The expression patterns of 5 key genes were studied with 16S, pyk, the pair of 2 genes, pyk and gyrA, and the combination of 3 genes, pyk, gyrA, and recA, as internal controls during the biofilm formation process. The results proved that pyk was a suitable internal control, as were the pair of 2 genes, pyk and gyrA, and the combination of 3 genes, pyk, gyrA, and recA. This study provided genes and gene combinations which were validated as suitable internal controls for gene expression studies, especially those on the mechanism of biofilm formation in B. velezensis or even other Bacillus spp. KEY POINTS: • Reference genes is necessary for gene expression study in biofilm formation of Bacillus velezensis • Pyk and 2 gene combinations were selected and validated from 21 common used genes • Expression of key genes in biofilm formation was normalized with the selected internal controls.

Indexed as

BacillusGenes, EssentialBacterial ProteinsBiofilmsGene ExpressionGene Expression Regulation, BacterialBacterial ProteinsBacillus velezensisBiofilmInternal controlPykRT-qPCR

Identifiers

PMID35171340
OpenAlexW4212770857

What OpenQuestion holds

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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.