Evidence map›Paper›PMID 41571883›Full record

ArticleScientific reports2026

Performance evaluation of the BactInsight simplified blood culture system developed for resource-limited settings using a simulated test design.

Barbara Barbé, Jens Cornelis, Mohammadamin Ghomashi, Ellen Corsmit, Els Genbrugge, Federico Marchesin, Yanlu Li, Roel Baets, Jan Jacobs, Liselotte Hardy

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Barbara Barbé *Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium. bbarbe@itg.be.ORCID http://orcid.org/0000-0003-4978-3379
Jens Cornelis *Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
Mohammadamin GhomashiCenter for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent, Belgium.
Ellen CorsmitDepartment of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
Els GenbruggeDepartment of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
Federico MarchesinCenter for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent, Belgium.
Yanlu LiCenter for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent, Belgium.
Roel BaetsCenter for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent, Belgium.
Jan JacobsDepartment of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
Liselotte HardyDepartment of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.

Funding

EDCTP2 RIA2020I-3270-SIMBLE
6 · The paper itself

Abstract

BactInsight is a simplified blood culture system designed for resource-limited settings. It consists of in-house produced blood culture bottles and a turbidimeter to detect microbial growth on top of visual inspection of blood culture bottles. A first proof-of-concept using simulated commercial blood cultures showed that the turbidimeter was able to detect growth in nine out of ten tested microbial species (i.e. by growth detection through turbidity and a colour indicator), however detection of turbidity was only successful in four of these species. In this study, we extended the in vitro testing to 20 microbial species spiked in fresh human blood and we used a second-generation turbidimeter prototype and in-house produced blood culture bottles. The BactInsight system’s performance was acceptable when compared with the automated BACT/ALERT system (bioMérieux). Moreover, the addition of the turbidimeter to visual inspection decreased the time-to-positivity for some microorganism groups. The system is cheap (~ 50 USD), robust and able to withstand high temperature and humidity. In conclusion, the BactInsight system has the potential to improve access to blood cultures in resource-limited settings.

Indexed as

Blood CultureHumansNephelometry and TurbidimetryResource-Limited Settings

Identifiers

PMID41571883
PMCPMC12901991

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.