ReviewCurrent opinion in biotechnology2022
Systems biology-based analysis of cell-free systems.
Review in Current opinion in biotechnology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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
9 citing papers in PubMed, 10 citations in OpenAlex.
- Facile production of d-arabinitol from waste cells via artificial in vitro enzymatic cascade.Synthetic and systems biotechnology · 2026Article
- Cell-free synthesis and characterization of Salmonella, Escherichia coli, and Shigella-specific bacteriophages.Microbial cell factories · 2026Article
- Characterizing Cell-Free Transcription and Translation Dynamics with Nucleic Acid-Based Assays.ACS synthetic biology · 2026Article
- Single-cell mapping of maternal-fetal cross-talk in preeclampsia.Research square · 2025Article
- Reconstituting alternative life using the test-bed of cell-free systems.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Review
- Cell-Free Gene Expression: Methods and Applications.Chemical reviews · 2025Review
- A mathematical model of cell-free transcription-translation with plasmid crosstalk.Synthetic biology (Oxford, England) · 2025Article
- Cell-Free Production Systems in Droplet Microfluidics.Advances in biochemical engineering/biotechnology · 2023Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
Cell-free expression systems are becoming increasingly widely used due to their diverse applications in biotechnology. Despite this rapid expansion in adoption, many aspects of cell-free systems remain surprisingly poorly understood. Systems biology approaches make it possible to characterize cell-free systems deeply and broadly to better understand their underlying complexity. Here, we review recent systems biology studies that have provided insight into cell-free systems. We focus on characterization of the cell-free proteome, including its dependence on preparation protocol and host strain, as well as the cell-free metabolome and the relationship of endogenous metabolism to system performance. We conclude by highlighting promising future research directions.
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.