Evidence map›Paper›PMID 38292598›Full record

ArticleACS central science2024

High-Throughput Identification of Crystalline Natural Products from Crude Extracts Enabled by Microarray Technology and microED.

David A Delgadillo, Jessica E Burch, Lee Joon Kim, Lygia S de Moraes, Kanji Niwa, Jason Williams, Melody J Tang, Vincent G Lavallo, Bhuwan Khatri Chhetri, Christopher G Jones and 9 more

Abstract read
In one paragraph

Article in ACS central science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Review
  2. Article
  3. Rapid Structural Analysis of Natural Products Using MicroED.Small (Weinheim an der Bergstrasse, Germany) · 2026
    Article
  4. Article
  5. Discovery of NaJournal of natural products · 2025
    Article
  6. Article
  7. Combining MicroED and native mass spectrometry for structural discovery of enzyme-small molecule complexes.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  8. Article
  9. Review
  10. Single-crystal structure of the spicy capsaicin.Acta crystallographica. Section C, Structural chemistry · 2025
    Article
  11. Article
  12. Fast event-based electron counting for small-molecule structure determination by MicroED.Acta crystallographica. Section C, Structural chemistry · 2025
    Article
  13. Unraveling atomic complexity from frozen samples.Structural dynamics (Melville, N.Y.) · 2025
    Article
  14. Article
  15. Article
  16. Applying 3D ED/MicroED workflows toward the next frontiers.Acta crystallographica. Section C, Structural chemistry · 2024
    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

19 authors.

David A DelgadilloDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.ORCID https://orcid.org/0000-0002-0897-4470
Jessica E BurchDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Lee Joon KimDepartment of Chemistry and Biochemistry, and Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, California 90095, United States.
Lygia S de MoraesDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Kanji NiwaDepartment of Chemistry and Biochemistry, and Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, California 90095, United States.
Jason WilliamsDepartment of Chemistry and Biochemistry, and Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, California 90095, United States.
Melody J TangDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Vincent G LavalloDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Bhuwan Khatri ChhetriSchool of Biological Sciences, School of Chemistry and Biochemistry, and Neuroscience Program, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.
Christopher G JonesDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Isabel Hernandez RodriguezDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Joshua A SignoreDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.
Lewis MarquezMolecular and Systems Pharmacology, Laney Graduate School, Emory University, Atlanta, Georgia 30322, United States.ORCID https://orcid.org/0000-0002-3782-5204
Riya BhanushaliSchool of Biological Sciences, School of Chemistry and Biochemistry, and Neuroscience Program, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.
Sunmin WooCenter for the Study of Human Health, Emory University, Atlanta, Georgia 30322, United States.
Julia KubanekSchool of Biological Sciences, School of Chemistry and Biochemistry, and Neuroscience Program, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.
Cassandra QuaveMolecular and Systems Pharmacology, Laney Graduate School, Emory University, Atlanta, Georgia 30322, United States.
Yi TangDepartment of Chemistry and Biochemistry, and Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, California 90095, United States.ORCID https://orcid.org/0000-0003-1597-0141
Hosea M NelsonDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States.ORCID https://orcid.org/0000-0002-4666-2793

Funding

The USP Center for Drug Discovery and ConservationU19TW007401 · FIC · GEORGIA INSTITUTE OF TECHNOLOGY · PI HAY, MARK E · 2014 to 2018
$5.3M
Development and validation of a high-throughput MicroED-driven platform technology for natural product discoveryR01AT011990 · NCCIH · EMORY UNIVERSITY · PI Hosea Martin Nelson, CASSANDRA LEAH QUAVE · 2022 to 2026
$3.2M
FIC NIH HHS U19 TW007401NCCIH NIH HHS R01 AT011990
6 · The paper itself

Abstract

The structural determination of natural products (NPs) can be arduous because of sample heterogeneity. This often demands iterative purification processes and characterization of complex molecules that may be available only in miniscule quantities. Microcrystal electron diffraction (microED) has recently shown promise as a method to solve crystal structures of NPs from nanogram quantities of analyte. However, its implementation in NP discovery remains hampered by sample throughput and purity requirements, akin to traditional NP-discovery workflows. In the methods described herein, we leverage the resolving power of transmission electron microscopy (TEM) and the miniaturization capabilities of deoxyribonucleic acid (DNA) microarray technology to address these challenges through the establishment of an NP screening platform, array electron diffraction (ArrayED). In this workflow, an array of high-performance liquid chromatography (HPLC) fractions taken from crude extracts was deposited onto TEM grids in picoliter-sized droplets. This multiplexing of analytes on TEM grids enables 1200 or more unique samples to be simultaneously inserted into a TEM instrument equipped with an autoloader. Selected area electron diffraction analysis of these microarrayed grids allows for the rapid identification of crystalline metabolites. In this study, ArrayED enabled structural characterization of 14 natural products, including four novel crystal structures and two novel polymorphs, from 20 crude extracts. Moreover, we identify several chemical species that would not be detected by standard mass spectrometry (MS) or ultraviolet-visible (UV/vis) spectroscopy and crystal forms that would not be characterized using traditional methods.

Identifiers

PMID38292598
PMCPMC10823509

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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.