Evidence map›Paper›PMID 41624221›Full record

ArticleMethodsX2026

Quantifying uncertainty of tuberculosis drug susceptibility range from single-microplate test.

Eugene B Postnikov, Anastasia I Lavrova

Abstract read
In one paragraph

Article in MethodsX, 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

2 authors.

Eugene B PostnikovDepartment of Theoretical Physics, Kursk State University, Radishcheva st., 33, Kursk, 305000, Russia.
Anastasia I LavrovaSophya Kovalevskaya North-West Mathematical Research Center Immanuel Kant Baltic Federal University, 14 A. Nevskogo str., Kaliningrad, 236016, Russia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The registration of fluorescence intensity converted from resazurin in the course of the respective microtiter assay, as a response to the activity of antibacterial drugs, provides a basis for the quantitative characterisation of their activity. At the same time, this assay operates with relatively small samples, and the studied biochemical process exhibits variability. In this work, we address the question of reporting the minimal inhibitory concentration arguing in favour of its range rather than a single value. To achieve this goal, we propose a method for the combinatorial enhancement of single microplate-based data, followed by non-parametric statistical processing. The approach is illustrated by the case study of ten first- and second-line anti-tuberculosis drugs acting on the standard laboratory strain H37Rv of

Indexed as

M. tuberculosisPharmacokineticsSmall sample statisticsUncertainty quantification

Identifiers

PMID41624221
PMCPMC12854056

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.