Visualization, Data Extraction, and Multiparametric Analysis of 3D Pancreatic and Colorectal Cancer Cell Lines for High-Throughput Screening.

Mikhail A Trofimov, Ilya P Bulatov, Velemir S Lavrinenko, Vladimir E Popov, Varvara S Petrova, Anton S Bukatin, Stanislav F Tyazhelnikov

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Article in Biomedicines, 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

7 authors.

Mikhail A TrofimovJSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.ORCID 0000-0002-7749-0541

Ilya P BulatovJSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.

Velemir S LavrinenkoJSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.

Vladimir E PopovJSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.ORCID 0000-0001-7354-7283

Varvara S PetrovaJSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.

Anton S BukatinNanotechnology Research and Education Centre, Alferov Saint Petersburg National Research Academic University of the Russian Academy of Sciences, ul. Khlopina 8/3, 194021 Saint Petersburg, Russia.ORCID 0000-0002-5459-1438

Stanislav F TyazhelnikovJSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

3D cell culturecancer spheroidsCellProfilerdrug screeningfeature weighting algorithmhigh-throughput screeningimage analysisprincipal component analysisPython

Identifiers

PMID41595644

DOI10.3390/biomedicines14010108

PMCPMC12839131

What Socratic holds

Textmetadata

LicenceCC BY

Read underepoch 390

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.