Evidence map›Paper›PMID 38894709›Full record

ArticleMaterials advances2024

A robotic system for automated chemical synthesis of therapeutic agents.

Kai Bao, Jong Seo Yoon, Sung Ahn, Jeong Heon Lee, Conor J Cross, Myung Yung Jeong, John V Frangioni, Hak Soo Choi

Abstract read
In one paragraph

Article in Materials advances, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Transforming Molecular Synthesis With Large Language Models.Chemistry (Weinheim an der Bergstrasse, Germany) · 2026
    Review
  2. Review
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

8 authors.

Kai BaoGordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA hchoi12@mgh.harvard.edu.
Jong Seo YoonCenter for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA.
Sung AhnGordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA hchoi12@mgh.harvard.edu.
Jeong Heon LeeGordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA hchoi12@mgh.harvard.edu.
Conor J CrossCenter for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA.
Myung Yung JeongCenter for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA.
John V FrangioniCenter for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA.
Hak Soo ChoiGordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA hchoi12@mgh.harvard.edu.ORCID https://orcid.org/0000-0002-7982-6483

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of novel compounds for tissue-specific targeting and imaging is often impeded by a lack of lead compounds and the availability of reliable chemistry. Automated chemical synthesis systems provide a potential solution by enabling reliable, repeated access to large compound libraries for screening. Here we report an integrated solid-phase combinatorial chemistry system created using commercial and customized robots. Our goal is to optimize reaction parameters, such as varying temperature, shaking, microwave irradiation, aspirating and dispensing large-sized solid beads, and handling different washing solvents for separation and purification. This automated system accommodates diverse chemical reactions such as peptide synthesis and conventional coupling reactions. To confirm its functionality and reproducibility, 20 nerve-specific contrast agents for biomedical imaging were systematically and repeatedly synthesized and compared to other nerve-targeted agents using molecular fingerprinting and Uniform Manifold Approximation and Projection, which lays the foundation for creating reliable and reproductive chemical libraries in bioimaging and nanomedicine.

Identifiers

PMID38894709
PMCPMC11181120

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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.