ArticleEngineering microbiology2026
Actinobacteria TFDB: An integrated view of transcription factors in Actinobacteria.
Article in Engineering microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Actinobacteria represent a prolific source of bioactive natural products. However, the complex transcriptional regulatory networks in these bacteria, particularly the interplay between transcription factors (TFs) and their regulatory ligands (TF-RLs), remain poorly characterized and lack dedicated resources. In this context, we introduce the Actinobacteria Transcription Factor Database (Actinobacteria TFDB), a comprehensive repository that systematically integrates TF-centric data across 25 representative species. The current version encompasses 629 TFs, classified into 69 families, documents 11,776 TF-target relationships and 28 TF posttranslational modification sites. Uniquely, it features a dedicated collection of 54 experimentally validated TF-RL interactions. Beyond providing standardized annotations, sequence and structural features, and regulatory networks, Actinobacteria TFDB incorporates a specialized TF-RL module that enables interactive exploration and visualization of allosteric regulatory mechanisms. By consolidating multi-dimensional TF data from diverse sources, this resource empowers systems-level analyses and facilitates the rational design of regulatory strategies to activate silent biosynthetic gene clusters and optimize metabolite production. The database is publicly available at http://mingleadgene.com:9315/#/home.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.