Evidence map›Paper›PMID 40355757›Full record

ArticleMolecular systems biology2025

Data- and knowledge-derived functional landscape of human solute carriers.

Ulrich Goldmann, Tabea Wiedmer, Andrea Garofoli, Vitaly Sedlyarov, Manuel Bichler, Ben Haladik, Gernot Wolf, Eirini Christodoulaki, Alvaro Ingles-Prieto, Evandro Ferrada and 16 more

Abstract read
In one paragraph

Article in Molecular systems biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
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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

26 authors.

Ulrich Goldmann *CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0003-1120-6912
Tabea Wiedmer *CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-0355-9315
Andrea GarofoliCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0003-4651-5379
Vitaly SedlyarovCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-9872-3535
Manuel BichlerCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Ben HaladikCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0001-6903-7379
Gernot WolfCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-3943-8662
Eirini ChristodoulakiCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0001-9834-1257
Alvaro Ingles-PrietoCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-5409-8571
Evandro FerradaCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0003-3242-1726
Fabian FrommeltCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0003-3666-8005
Shao Thing TeohCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-5938-258X
Philipp LeippeCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-1109-5610
Gabriel OneaCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0003-3782-4882
Martin PfeiferNovartis Pharma AG, Basel, Switzerland.ORCID http://orcid.org/0000-0001-9126-5685
Mariah KohlbrennerNovartis Pharma AG, Basel, Switzerland.ORCID http://orcid.org/0009-0005-3481-2466
Lena ChangNovartis Pharma AG, Basel, Switzerland.
Paul SelzerNovartis Pharma AG, Basel, Switzerland.ORCID http://orcid.org/0009-0005-9616-6017
Jürgen ReinhardtNovartis Pharma AG, Basel, Switzerland.ORCID http://orcid.org/0000-0002-8226-5429
Daniela DiglesUniversity of Vienna, Department of Pharmaceutical Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0001-5934-3559
Gerhard F EckerUniversity of Vienna, Department of Pharmaceutical Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0003-4209-6883
Tanja OsthushenrichBayer AG, Leverkusen, Germany.ORCID http://orcid.org/0009-0004-7536-5140
Aidan MacNamaraBayer AG, Leverkusen, Germany.ORCID http://orcid.org/0000-0001-5958-2429
Anders MalarstigPfizer Research and Development, Stockholm, Sweden.ORCID http://orcid.org/0000-0003-2608-1358
David HepworthPfizer Research and Development, Cambridge, MA, USA.ORCID http://orcid.org/0009-0009-6787-4662
Giulio Superti-FurgaCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria. gsuperti@cemm.oeaw.ac.at.ORCID http://orcid.org/0000-0002-0570-1768

Funding

Austrian Science Fund (FWF) KLI1056Innovative Medicines Initiative 2 101034439Innovative Medicines Initiative 2 777372
6 · The paper itself

Abstract

The human solute carrier (SLC) superfamily of ~460 membrane transporters remains the largest understudied protein family despite its therapeutic potential. To advance SLC research, we developed a comprehensive knowledgebase that integrates systematic multi-omics data sets with selected curated information from public sources. We annotated SLC substrates through literature curation, compiled SLC disease associations using data mining techniques, and determined the subcellular localization of SLCs by combining annotations from public databases with an immunofluorescence imaging approach. This SLC-centric knowledge is made accessible to the scientific community via a web portal featuring interactive dashboards and visualization tools. Utilizing this systematically collected and curated resource, we computationally derived an integrated functional landscape for the entire human SLC superfamily. We identified clusters with distinct properties and established functional distances between transporters. Based on all available data sets and their integration, we assigned biochemical/biological functions to each SLC, making this study one of the largest systematic annotations of human gene function and a potential blueprint for future research endeavors.

Indexed as

Membrane Transport ProteinsSolute Carrier ProteinsComputational BiologyDatabases, ProteinData MiningHumansKnowledge BasesMolecular Sequence AnnotationMembrane Transport ProteinsSolute Carrier ProteinsHuman Gene FunctionKnowledgebaseMembrane TransportersMultimodal Data IntegrationSolute Carriers

Identifiers

PMID40355757
PMCPMC12130315

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.