Evidence map›Paper›PMID 40293375›Full record

ArticleJournal of the American Chemical Society2025

Computer-Generated, Mechanistic Networks Assist in Assigning the Outcomes of Complex Multicomponent Reactions.

Maciej Krzeszewski, Olena Vakuliuk, Mariusz Tasior, Agnieszka Wołos, Rafał Roszak, Karol Molga, Mohammad B Teimouri, Bartosz A Grzybowski, Daniel T Gryko

Abstract read
In one paragraph

Article in Journal of the American Chemical Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Physical chemistry chemical physics : PCCP · 2026
    Article
  2. Article
  3. 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

9 authors.

Maciej KrzeszewskiInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.
Olena VakuliukInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.
Mariusz TasiorInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.
Agnieszka WołosInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.
Rafał RoszakInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.
Karol MolgaInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.
Mohammad B TeimouriInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.ORCID 0000-0003-4178-9995
Bartosz A GrzybowskiInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.ORCID 0000-0001-6613-4261
Daniel T GrykoInstitute of Organic Chemistry, Polish Academy of Sciences, Ul. Kasprzaka 44/52, Warsaw 01-224, Poland.ORCID 0000-0002-2146-1282

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The appeal of multicomponent reactions, MCRs, is that they can offer highly convergent, atom-economical access to diverse and complex molecules. Traditionally, such MCRs have been discovered "by serendipity" or "by analogy" but recently the first examples of MCRs designed by computers became known. The current work reports a situation between these extremes whereby the MCRs were initially designed by analogy to a known class but yielded unexpected results─at which point, mechanistic-network search performed by the computer was used to aid the assignment of the majority (though not all) of experimentally obtained products. The novel MCRs we report are of interest because they (i) have markedly different outcomes for substrates differing in relatively small structural detail; (ii) offer very high increase in substrate-to-product complexity; and (iii) enable access to photoactive scaffolds with potential applications as functional dyes. In a broader context, our results highlight a productive synergy between human and computer-driven analyses in synthetic chemistry.

Identifiers

PMID40293375
PMCPMC12063162

What OpenQuestion holds

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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 OpenQuestion graph.