ReviewJournal of natural products2025
The Role of Nucleotide Sequencing in Natural Product Drug Discovery.
Review in Journal of natural products, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- BGC-MAC and BGC-MAP: Attention-Based Models for Biosynthetic Gene Cluster Classification and Product Matching.Journal of chemical information and modeling · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
For millennia, humans have drawn upon natural sources for medicinal remedies. However, the discovery process was often a serendipitous endeavor, and the true biosynthetic potential of the planet's biodiversity remained largely hidden. The advent of nucleotide sequencing offered a pivotal shift, providing tools to decipher the cryptic codes within biosynthetic machinery. In this Perspective, I describe the arc of the sequencing era, from its foundational impact to the current landscape of sophisticated bioinformatic tools. Furthermore, I will address the international legal frameworks being implemented to protect the very biodiversity upon which the field of natural product discovery relies.
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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.