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Intracellular Metabolomics Identifies Efflux Transporter Inhibitors in a Routine Caco-2 Cell Permeability Assay-Biological Implications

Caco-2 screens are routinely used in laboratories to measure the permeability of compounds and can identify substrates of efflux transporters. In this study, we hypothesized that efflux transporter inhibition of a compound can be predicted by an intracellular metabolic signature in Caco-2 cells in t...

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Published in:Cells (Basel, Switzerland) Switzerland), 2022-10, Vol.11 (20), p.3286
Main Authors: Naseem, Afia, Pal, Akos, Gowan, Sharon, Asad, Yasmin, Donovan, Adam, Temesszentandrási-Ambrus, Csilla, Kis, Emese, Gaborik, Zsuzsanna, Bhalay, Gurdip, Raynaud, Florence
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cited_by cdi_FETCH-LOGICAL-c548t-d3d5221a7d864e7915c8c4591d836ae4abacbc41b6a59c41a958facf287aae453
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creator Naseem, Afia
Pal, Akos
Gowan, Sharon
Asad, Yasmin
Donovan, Adam
Temesszentandrási-Ambrus, Csilla
Kis, Emese
Gaborik, Zsuzsanna
Bhalay, Gurdip
Raynaud, Florence
description Caco-2 screens are routinely used in laboratories to measure the permeability of compounds and can identify substrates of efflux transporters. In this study, we hypothesized that efflux transporter inhibition of a compound can be predicted by an intracellular metabolic signature in Caco-2 cells in the assay used to test intestinal permeability. Using selective inhibitors and transporter knock-out (KO) cells and a targeted Liquid Chromatography tandem Mass Spectrometry (LC-MS) method, we identified 11 metabolites increased in cells with depleted P-glycoprotein (Pgp) activity. Four metabolites were altered with Breast Cancer Resistance (BCRP) inhibition and nine metabolites were identified in the Multidrug Drug Resistance Protein 2 (MRP2) signature. A scoring system was created that could discriminate among the three transporters and validated with additional inhibitors. Pgp and MRP2 substrates did not score as inhibitors. In contrast, BCRP substrates and inhibitors showed a similar intracellular metabolomic signature. Network analysis of signature metabolites led us to investigate changes of enzymes in one-carbon metabolism (folate and methionine cycles). Our data shows that methylenetetrahydrofolate reductase (MTHFR) protein levels increased with Pgp inhibition and Thymidylate synthase (TS) protein levels were reduced with Pgp and MRP2 inhibition. In addition, the methionine cycle is also affected by both Pgp and MRP2 inhibition. In summary, we demonstrated that the routine Caco-2 assay has the potential to identify efflux transporter inhibitors in parallel with substrates in the assays currently used in many DMPK laboratories and that inhibition of efflux transporters has biological consequences.
doi_str_mv 10.3390/cells11203286
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In this study, we hypothesized that efflux transporter inhibition of a compound can be predicted by an intracellular metabolic signature in Caco-2 cells in the assay used to test intestinal permeability. Using selective inhibitors and transporter knock-out (KO) cells and a targeted Liquid Chromatography tandem Mass Spectrometry (LC-MS) method, we identified 11 metabolites increased in cells with depleted P-glycoprotein (Pgp) activity. Four metabolites were altered with Breast Cancer Resistance (BCRP) inhibition and nine metabolites were identified in the Multidrug Drug Resistance Protein 2 (MRP2) signature. A scoring system was created that could discriminate among the three transporters and validated with additional inhibitors. Pgp and MRP2 substrates did not score as inhibitors. In contrast, BCRP substrates and inhibitors showed a similar intracellular metabolomic signature. Network analysis of signature metabolites led us to investigate changes of enzymes in one-carbon metabolism (folate and methionine cycles). Our data shows that methylenetetrahydrofolate reductase (MTHFR) protein levels increased with Pgp inhibition and Thymidylate synthase (TS) protein levels were reduced with Pgp and MRP2 inhibition. In addition, the methionine cycle is also affected by both Pgp and MRP2 inhibition. 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metabolism</subject><subject>Neoplasm Proteins - metabolism</subject><subject>P-Glycoprotein</subject><subject>Permeability</subject><subject>Pharmacokinetics</subject><subject>Physiological aspects</subject><subject>protein</subject><subject>Thymidylate synthase</subject><subject>Thymidylate Synthase - metabolism</subject><issn>2073-4409</issn><issn>2073-4409</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkk1v1DAQhiMEolXpkSuyxIVLij8T54K0rEqJVARC5WxNHGfrlWMvdoLYX8DfrsOW0kXYB49m3nms-SiKlwRfMNbgt9o4lwihmFFZPSlOKa5ZyTlunj6yT4rzlLY4H0kqgsXz4oRVtCFEsNPiV-unCAtndhDRJzNBF1wYrU6o7Y2f7GBNQpfD4Oaf6CaCT7sQJxNR629tZ6cQE7IeAfoa5sl6g9agQ0nROiPRFxNHA511dtqjVUqwL9_bjN9YDQ61485lY7LBpxfFswFcMuf371nx7cPlzfpjef35ql2vrkstuJzKnvWCUgJ1Lytu6oYILTUXDeklq8Bw6EB3mpOuAtHkFxohB9ADlTXksGBnRXvg9gG2ahftCHGvAlj12xHiRkGcrHZGVbmBkhiNqah4h5uOsX6oicm_EM47yKx3B9Zu7kbTa7O00h1BjyPe3qpN-KGaChPSsAx4cw-I4fts0qRGm5ZZgDdhTorWtBGU14Jn6et_pNswR59btagkF6KS9V_VBnIB1g9hGe4CVauaC04w5zKrLv6jyrc3ee7Bm8Fm_1FCeUjQMaQUzfBQI8FqWUR1tIhZ_-pxYx7Uf9aO3QEiEtpR</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Naseem, Afia</creator><creator>Pal, Akos</creator><creator>Gowan, Sharon</creator><creator>Asad, Yasmin</creator><creator>Donovan, Adam</creator><creator>Temesszentandrási-Ambrus, Csilla</creator><creator>Kis, Emese</creator><creator>Gaborik, Zsuzsanna</creator><creator>Bhalay, Gurdip</creator><creator>Raynaud, Florence</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-0957-6279</orcidid><orcidid>https://orcid.org/0000-0003-3577-704X</orcidid><orcidid>https://orcid.org/0000-0002-1348-8725</orcidid></search><sort><creationdate>20221001</creationdate><title>Intracellular Metabolomics Identifies Efflux Transporter Inhibitors in a Routine Caco-2 Cell Permeability Assay-Biological Implications</title><author>Naseem, Afia ; Pal, Akos ; Gowan, Sharon ; Asad, Yasmin ; Donovan, Adam ; Temesszentandrási-Ambrus, Csilla ; Kis, Emese ; Gaborik, Zsuzsanna ; Bhalay, Gurdip ; Raynaud, Florence</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c548t-d3d5221a7d864e7915c8c4591d836ae4abacbc41b6a59c41a958facf287aae453</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>ABC transporters</topic><topic>ATP Binding Cassette Transporter, Subfamily B - 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Network analysis of signature metabolites led us to investigate changes of enzymes in one-carbon metabolism (folate and methionine cycles). Our data shows that methylenetetrahydrofolate reductase (MTHFR) protein levels increased with Pgp inhibition and Thymidylate synthase (TS) protein levels were reduced with Pgp and MRP2 inhibition. In addition, the methionine cycle is also affected by both Pgp and MRP2 inhibition. 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language eng
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source Publicly Available Content Database; PubMed
subjects ABC transporters
ATP Binding Cassette Transporter, Subfamily B - metabolism
ATP Binding Cassette Transporter, Subfamily B, Member 1 - metabolism
ATP Binding Cassette Transporter, Subfamily G, Member 2
Bioavailability
Biological assay
Biological transport
Breast cancer
breast cancer resistance
Caco-2 Cells
Carbon - metabolism
Cell culture
Cell lines
Cell metabolism
Cell permeability
Cell research
Cells
Chemical inhibitors
Drug interactions
Drug resistance
Experiments
folate metabolism
Folic Acid
Humans
Identification and classification
Intracellular
Laboratories
Liquid chromatography
Mass spectroscopy
Membrane Transport Proteins
Metabolism
Metabolites
Metabolomics
Methionine
Methods
Methylenetetrahydrofolate reductase
Methylenetetrahydrofolate Reductase (NADPH2)
MTHFR
Multidrug Drug Resistance Protein 2
Multidrug Resistance-Associated Protein 2
Multidrug Resistance-Associated Proteins - metabolism
Neoplasm Proteins - metabolism
P-Glycoprotein
Permeability
Pharmacokinetics
Physiological aspects
protein
Thymidylate synthase
Thymidylate Synthase - metabolism
title Intracellular Metabolomics Identifies Efflux Transporter Inhibitors in a Routine Caco-2 Cell Permeability Assay-Biological Implications
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