Evidence map›Paper›PMID 42723328›Full record

ArticleBiotechnology journal2026

Metabolic Footprint of Drosophila S2 Cells: Findings During the Production of a Recombinant Rabies Virus Glycoprotein.

Monize Caiado Decarli, Diogo Peres Dos Santos, Daniela Matilde Correia, Amadeus Gomes de Azevedo, Claudio Alberto Torres Suazo, Ângela Maria Moraes, Renato Mancini Astray

Abstract read
In one paragraph

Article in Biotechnology journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

7 authors.

Monize Caiado DecarliDepartment of Chemical Engineering, Federal University of São Carlos, São Carlos, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-7100-3394
Diogo Peres Dos SantosDepartment of Chemical Engineering, Federal University of São Carlos, São Carlos, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-8491-8833
Daniela Matilde CorreiaDepartment of Chemical Engineering, Federal University of São Carlos, São Carlos, São Paulo, Brazil.
Amadeus Gomes de AzevedoDepartment of Chemical Engineering, Federal University of São Carlos, São Carlos, São Paulo, Brazil.
Claudio Alberto Torres SuazoDepartment of Chemical Engineering, Federal University of São Carlos, São Carlos, São Paulo, Brazil.
Ângela Maria MoraesDepartment of Engineering of Materials and of Bioprocesses, School of Chemical Engineering, University of Campinas, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-5813-332X
Renato Mancini AstrayMultipurpose Laboratory, Butantan Institute, São Paulo, Brazil.

Funding

CNPq 314724/2021-4CNPq 402439/2013-9Coordination for the Improvement of Higher Education Personnel (CAPES) 064922/2014-01University Medical Center Groningen funds
6 · The paper itself

Abstract

Over the past 50 years, the Drosophila melanogaster S2 cells have been valued for their ability to synthesize therapeutic molecules at high yield. To further increase protein expression, it is imperative to improve cellular performance, which is intrinsically linked to cell metabolism. Nevertheless, information on S2 metabolism, including pathways, components, and cellular compartments, remains limited, hindering advances in S2 cellular performance. Herein, using a genetically modified S2 cell line expressing the recombinant rabies virus glycoprotein (RVGP), we investigated the stress caused by RVGP production on S2 cells. Batch cultures using wild- and rec-types were performed, and 27 compounds were quantified over 192 h. The extracellular metabolome affected the rec-S2 growth kinetics after RVGP expression was activated. Although RVGP was produced in high amounts, we identified a substrate limitation for rec-S2 cell growth (glutamine), changes in amino acid routes due to RVGP biosynthesis (leucine, serine, glycine, and valine), and metabolites that might be affecting rec-S2 cell growth (acetate, pyruvate, citrate, and malate). Organic acid analysis indicated that malate and acetate production are correlated with RVGP production. This work revealed metabolic correlations in S2 cells that may have direct implications for media optimization and yield maximization, thereby improving S2 performance for scale-up.

Indexed as

Drosophila melanogasterGlycoproteinsRabies virusRecombinant ProteinsViral ProteinsAnimalsCell LineMetabolomeGlycoproteinsRecombinant ProteinsViral Proteinscell metabolismDrosophila; rabies vaccinemetabolic footprintS2 cellsvaccine production

Identifiers

PMID42723328
PMCPMC13562972

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.