Evidence map›Paper›PMID 34255797›Full record

ArticlePloS one2021

Metabolomic and transcriptomic analysis reveals endogenous substrates and metabolic adaptation in rats lacking Abcg2 and Abcb1a transporters.

Samit Ganguly, David Finkelstein, Timothy I Shaw, Ryan D Michalek, Kimberly M Zorn, Sean Ekins, Kazuto Yasuda, Yu Fukuda, John D Schuetz, Kamalika Mukherjee and 1 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.7field-weighted citation impact, top 18% 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

14 citing papers in PubMed, 18 citations in OpenAlex.

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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

11 authors at 4 institutions in 1 country.

Samit GangulyCancer & Developmental Biology Track, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America.
David FinkelsteinDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.
Timothy I ShawDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.ORCID 0000-0002-2935-0229
Ryan D MichalekMetabolon Inc, Durham, North Carolina, United States of America.
Kimberly M ZornCollaborations Pharmaceuticals, Inc., Raleigh, North Carolina, United States of America.
Sean EkinsCollaborations Pharmaceuticals, Inc., Raleigh, North Carolina, United States of America.
Kazuto YasudaDepartment of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.
Yu FukudaDepartment of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.
John D SchuetzDepartment of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.
Kamalika MukherjeeDepartment of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.
Erin G SchuetzDepartment of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, United States of America.ORCID 0000-0002-9783-0099
St. Jude Children's Research Hospital · USCollaborations Pharmaceuticals (United States) · USMetabolon (United States) · USUniversity of Tennessee Health Science Center · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
Transporters and MedulloblastomaR01CA194057 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI SCHUETZ, JOHN D · 2015 to 2025
$4.0M
Centralized assay datasets for modelling support of small drug discovery organizationsR44GM122196 · NIGMS · COLLABORATIONS PHARMACEUTICALS, INC. · PI EKINS, SEAN · 2018 to 2022
$3.3M
Centralized assay datasets for modelling support of small drug discovery organizationsR43GM122196 · NIGMS · COLLABORATIONS PHARMACEUTICALS, INC. · PI EKINS, SEAN · 2017 to 2017
$150k
NCI NIH HHS P30 CA021765NCI NIH HHS R01 CA194057NIGMS NIH HHS R43 GM122196NIGMS NIH HHS R44 GM122196
6 · The paper itself

Abstract

Abcg2/Bcrp and Abcb1a/Pgp are xenobiotic efflux transporters limiting substrate permeability in the gastrointestinal system and brain, and increasing renal and hepatic drug clearance. The systemic impact of Bcrp and Pgp ablation on metabolic homeostasis of endogenous substrates is incompletely understood. We performed untargeted metabolomics of cerebrospinal fluid (CSF) and plasma, transcriptomics of brain, liver and kidney from male Sprague Dawley rats (WT) and Bcrp/Pgp double knock-out (dKO) rats, and integrated metabolomic/transcriptomic analysis to identify putative substrates and perturbations in canonical metabolic pathways. A predictive Bayesian machine learning model was used to predict in silico those metabolites with greater substrate-like features for either transporters. The CSF and plasma levels of 169 metabolites, nutrients, signaling molecules, antioxidants and lipids were significantly altered in dKO rats, compared to WT rats. These metabolite changes suggested alterations in histidine, branched chain amino acid, purine and pyrimidine metabolism in the dKO rats. Levels of methylated and sulfated metabolites and some primary bile acids were increased in dKO CSF or plasma. Elevated uric acid levels appeared to be a primary driver of changes in purine and pyrimidine biosynthesis. Alterations in Bcrp/Pgp dKO CSF levels of antioxidants, precursors of neurotransmitters, and uric acid suggests the transporters may contribute to the regulation of a healthy central nervous system in rats. Microbiome-generated metabolites were found to be elevated in dKO rat plasma and CSF. The altered dKO metabolome appeared to cause compensatory transcriptional change in urate biosynthesis and response to lipopolysaccharide in brain, oxidation-reduction processes and response to oxidative stress and porphyrin biosynthesis in kidney, and circadian rhythm genes in liver. These findings present insight into endogenous functions of Bcrp and Pgp, the impact that transporter substrates, inhibitors or polymorphisms may have on metabolism, how transporter inhibition could rewire drug sensitivity indirectly through metabolic changes, and identify functional Bcrp biomarkers.

Indexed as

AnimalsATP Binding Cassette Transporter, Subfamily BATP Binding Cassette Transporter, Subfamily G, Member 2BrainGene Expression ProfilingGene Knockout TechniquesHistidineKidneyLiverMaleMetabolic Clearance RateMetabolomicsPurinesPyrimidinesRatsRats, TransgenicAbcg2 protein, ratATP Binding Cassette Transporter, Subfamily BATP Binding Cassette Transporter, Subfamily G, Member 2Histidinemultidrug resistance protein 3purinePurinespyrimidinePyrimidines

Identifiers

PMID34255797
PMCPMC8277073
OpenAlexW3177861453

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.