Evidence map›Paper›PMID 39609386›Full record

ArticleNature communications2024

MS-DIAL 5 multimodal mass spectrometry data mining unveils lipidome complexities.

Hiroaki Takeda, Yuki Matsuzawa, Manami Takeuchi, Mikiko Takahashi, Kozo Nishida, Takeshi Harayama, Yoshimasa Todoroki, Kuniyoshi Shimizu, Nami Sakamoto, Takaki Oka and 22 more

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.

0numbers the graph read from it
0cells of the map it votes in
66citing 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

66 citing papers in PubMed.

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  13. Adaptation of White Adipocytes to Cooler Temperatures: Impacts on Energy Metabolism and Protein Acetylation.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Article
  14. Article
  15. Article
  16. PLA2G2F suppresses ferroptosis through phospholipid remodeling.Nature structural & molecular biology · 2026
    Article
  17. Article
  18. Article
  19. Kinetic Lipidomics: QuantifyingbioRxiv : the preprint server for biology · 2026
    Article
  20. Article

6 more citing papers are in PubMed but not listed here.

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

32 authors.

Hiroaki Takeda *Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.ORCID 0000-0002-9299-4748
Yuki Matsuzawa *Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Manami Takeuchi *Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Mikiko TakahashiRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan.ORCID 0000-0002-4529-2284
Kozo NishidaDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Takeshi HarayamaInstitut de Pharmacologie Moléculaire et Cellulaire, Université Côte d'Azur - CNRS UMR7275 - Inserm U1323, 660 Route des Lucioles, 06560, Valbonne, France. harayama@ipmc.cnrs.fr.ORCID 0000-0003-2255-4197
Yoshimasa TodorokiDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Kuniyoshi ShimizuDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.ORCID 0009-0000-7215-7742
Nami SakamotoDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.ORCID 0009-0006-1998-6561
Takaki OkaDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Masashi MaekawaGraduate School of Pharmaceutical Sciences, Keio University, Minato-ku, Tokyo, 105-8512, Japan.ORCID 0000-0002-9574-1906
Mi Hwa ChungDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Yuto KurizakiDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Saki KiuchiDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Kanako TokiyoshiDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.ORCID 0009-0008-2445-9402
Bujinlkham BuyantogtokhDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Misaki KurataDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Aleš KvasničkaFaculty of Medicine and Dentistry, Palacký University Olomouc, Hněvotínská 3, 779 00, Olomouc, Czech Republic.ORCID 0000-0001-5973-316X
Ushio TakedaK.K. ABSciex Japan, Shinagawa, Tokyo, 140-0001, Japan.
Haruki UchinoGraduate School of Pharmaceutical Sciences, Keio University, Minato-ku, Tokyo, 105-8512, Japan.ORCID 0000-0003-1204-5436
Mayu HasegawaDepartment of Applied Biological Science, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu, Tokyo, 183-8509, Japan.
Junki MiyamotoDepartment of Applied Biological Science, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu, Tokyo, 183-8509, Japan.ORCID 0000-0002-6994-1787
Kana TanabeInnovative Technology Laboratories, AGC Inc., 1-1 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan.
Shigenori TakedaInnovative Technology Laboratories, AGC Inc., 1-1 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan.ORCID 0009-0006-1675-9427
Tetsuya MoriRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan.
Ryota KumakuboDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.
Tsuyoshi TanakaDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.ORCID 0000-0003-2601-2256
Tomoko YoshinoDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan.ORCID 0000-0002-4505-2774
Mami OkamotoShimadzu Corporation, 1 Nishinokyo Kuwabara-cho, Nakagyo-ku, Kyoto, 604-8511, Japan.
Hidenori TakahashiShimadzu Corporation, 1 Nishinokyo Kuwabara-cho, Nakagyo-ku, Kyoto, 604-8511, Japan.ORCID 0000-0001-6887-1724
Makoto AritaGraduate School of Pharmaceutical Sciences, Keio University, Minato-ku, Tokyo, 105-8512, Japan. marita@keio.jp.ORCID 0000-0001-9902-0463
Hiroshi TsugawaDepartment of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588, Japan. htsugawa@go.tuat.ac.jp.ORCID 0000-0002-2015-3958

Funding

Japan Agency for Medical Research and Development (AMED) 21wm0325036h0001, JP15dm0207001MEXT | Japan Society for the Promotion of Science (JSPS) 21K18216, 24K02011, 24H00043, 24H00392, 24K21269MEXT | JST | Exploratory Research for Advanced Technology (ERATO) JPMJER2101MEXT | JST | National Bioscience Database Center (NBDC) JPMJND2305
6 · The paper itself

Abstract

Lipidomics and metabolomics communities comprise various informatics tools; however, software programs handling multimodal mass spectrometry (MS) data with structural annotations guided by the Lipidomics Standards Initiative are limited. Here, we provide MS-DIAL 5 for in-depth lipidome structural elucidation through electron-activated dissociation (EAD)-based tandem MS and determining their molecular localization through MS imaging (MSI) data using a species/tissue-specific lipidome database containing the predicted collision-cross section values. With the optimized EAD settings using 14 eV kinetic energy, the program correctly delineated lipid structures for 96.4% of authentic standards, among which 78.0% had the sn-, OH-, and/or C = C positions correctly assigned at concentrations exceeding 1 μM. We showcased our workflow by annotating the sn- and double-bond positions of eye-specific phosphatidylcholines containing very-long-chain polyunsaturated fatty acids (VLC-PUFAs), characterized as PC n-3-VLC-PUFA/FA. Using MSI data from the eye and n-3-VLC-PUFA-supplemented HeLa cells, we identified glycerol 3-phosphate acyltransferase as an enzyme candidate responsible for incorporating n-3 VLC-PUFAs into the sn1 position of phospholipids in mammalian cells, which was confirmed using EAD-MS/MS and recombinant proteins in a cell-free system. Therefore, the MS-DIAL 5 environment, combined with optimized MS data acquisition methods, facilitates a better understanding of lipid structures and their localization, offering insights into lipid biology.

Indexed as

Data MiningLipidomicsAnimalsFatty Acids, UnsaturatedHeLa CellsHumansLipidsMass SpectrometryMetabolomicsPhosphatidylcholinesSoftwareTandem Mass SpectrometryFatty Acids, UnsaturatedLipidsPhosphatidylcholines

Identifiers

PMID39609386
PMCPMC11605090

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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.