Evidence map›Paper›PMID 32697042›Full record

ArticleMolecular systems biology2020

A substrate-based ontology for human solute carriers.

Eva Meixner, Ulrich Goldmann, Vitaly Sedlyarov, Stefania Scorzoni, Manuele Rebsamen, Enrico Girardi, Giulio Superti-Furga

Open access · goldAbstract read
In one paragraph

Article in Molecular systems biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed
2.8field-weighted citation impact, top 8% of its field
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

39 citing papers in PubMed, 66 citations in OpenAlex.

  1. Review
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  9. Who controls the tariffs of a human cell?Molecular systems biology · 2025
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  14. Review
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  18. Orphan lysosomal solute carrier MFSD1 facilitates highly selective dipeptide transport.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  19. Review
  20. 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

7 authors at 1 institution in 1 country.

Eva MeixnerCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Ulrich GoldmannCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID 0000-0003-1120-6912
Vitaly SedlyarovCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Stefania ScorzoniCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Manuele RebsamenCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Enrico GirardiCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID 0000-0003-3508-2723
Giulio Superti-FurgaCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID 0000-0002-0570-1768
Austrian Academy of Sciences · AT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Solute carriers (SLCs) are the largest family of transmembrane transporters in the human genome with more than 400 members. Despite the fact that SLCs mediate critical biological functions and several are important pharmacological targets, a large proportion of them is poorly characterized and present no assigned substrate. A major limitation to systems-level de-orphanization campaigns is the absence of a structured, language-controlled chemical annotation. Here we describe a thorough manual annotation of SLCs based on literature. The annotation of substrates, transport mechanism, coupled ions, and subcellular localization for 446 human SLCs confirmed that ~30% of these were still functionally orphan and lacked known substrates. Application of a substrate-based ontology to transcriptomic datasets identified SLC-specific responses to external perturbations, while a machine-learning approach based on the annotation allowed us to identify potential substrates for several orphan SLCs. The annotation is available at https://opendata.cemm.at/gsflab/slcontology/. Given the increasing availability of large biological datasets and the growing interest in transporters, we expect that the effort presented here will be critical to provide novel insights into the functions of SLCs.

Indexed as

Amino AcidsBiological OntologiesBiological Transport, ActiveCell LineComputational BiologyGene Expression ProfilingGenome, HumanHumansMachine LearningMembrane Transport ProteinsAmino AcidsMembrane Transport Proteinsannotationde-orphanizationontologySLCssolute carriers

Identifiers

PMID32697042
PMCPMC7374931
OpenAlexW3045281691

What OpenQuestion holds

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LicenceCC BY
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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.