The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Metagenomics Combined with Activity-Based Proteomics Point to Gut Bacterial Enzymes that Reactivate Mycophenolate
Open accessPreprint — published as 10.1080/19490976.2022.2107289
Abstract
Mycophenolate Mofetil (MMF) is an important immunosuppressant prodrug prescribed to prevent organ transplant rejection and to treat autoimmune diseases. MMF usage, however, is limited by severe gastrointestinal toxicity that is observed in approximately 45% of MMF recipients. The active form of the drug, mycophenolic acid (MPA), undergoes extensive enterohepatic recirculation by bacterial β-glucuronidase (GUS) enzymes, which reactivate MPA from mycophenolate glucuronide (MPAG) within the gastrointestinal tract. GUS enzymes demonstrate distinct substrate preferences based on their structural features, and gut microbial GUS enzymes that reactivate MPA have not been identified. Here, we compare the fecal microbiomes of transplant recipients receiving MMF to healthy individuals using shotgun metagenomic sequencing. We find that neither microbial composition nor the presence of specific structural classes of GUS genes are sufficient to explain the differences in MPA reactivation measured between fecal samples from the two cohorts. We next employed a GUS-specific activity-based chemical probe and targeted metaproteomics to identify and quantify the GUS proteins present in the human fecal samples. The identification of specific GUS enzymes was improved by using the metagenomics data collected from the fecal samples. We found that the presence of GUS enzymes that bind the flavin mononucleotide (FMN) is significantly correlated with efficient MPA reactivation. Furthermore, structural analysis identified motifs unique to these FMN-binding GUS enzymes that provide molecular support for their ability to process this drug glucuronide. These results indicate that FMN-binding GUS enzymes may be responsible for reactivation of MPA and could be a driving force behind MPA-induced GI toxicity.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
Flagged first, then by citations
Research works printed but not linked: 58
- 2011, The Emergence of Mycophenolate Mofetil in Dermatology, The Journal of Clinical and Aesthetic Dermatology, 4, 18
- 1993, The design and development of an immunosuppressive drug, mycophenolate mofetil, Springer Semin Immunopathology, 14, 353
- 10.1191/0961203305lu2109oa · DOI · Paper page
- 10.2165/00002018-200124090-00002 · DOI
- 2015, Endoscopic and histological features of mycophenolate mofetil colitis in patients after solid organ transplantation, Annals of Gastroenterology [Internet, 28, 366
- 10.1016/j.healun.2018.05.002 · DOI
- 10.3389/fcvm.2017.00017 · DOI
- 10.1101/561274 · DOI
- 10.1073/pnas.1909311116 · DOI
- 10.1126/science.aag2770 · DOI · Paper page
- 10.1021/acs.biochem.7b01277 · DOI
- 10.1016/j.cmet.2017.01.013 · DOI
- 10.1038/nm.4517 · DOI · Paper page
- 10.1158/1940-6207.CAPR-20-0155 · DOI
- 10.1097/FPC.0000000000000010 · DOI
- 10.1016/j.transproceed.2005.02.038 · DOI
- Nguyen T , Park JY , Scudiere JR , Montgomery E. 2009. Mycophenolic Acid (Cellcept and Myofortic) Induced Injury of the Upper GI Tract [Internet]. [place unknown]. www.ajsp.com · DOI
- 10.1186/s40360-021-00536-4 · DOI
- Wallace BD , Wang H , Lane KT , Scott JE , Orans J , Koo JS , Venkatesh M , Jobin C , Yeh L , Mani S , Redinbo MR . 2010. Alleviating Cancer Drug Toxicity by Inhibiting a Bacterial Enzyme. Science (1979). 330:831–836. doi:10.1126/science.1191175 · DOI · Paper page
- 10.1021/acschembio.9b00663 · DOI
- 10.1038/s41467-021-27762-y · DOI
- 10.1074/jbc.RA119.010950 · DOI · Paper page
- 10.1021/acschembio.9b00788 · DOI
- 10.1016/j.str.2017.05.003 · DOI · Paper page
- 10.1074/jbc.RA118.005414 · DOI
- 10.1016/j.jmb.2019.01.013 · DOI
- 10.1038/nchembio.2395 · DOI
- 10.1038/nbt.2942 · DOI · Paper page
- 10.1371/journal.pcbi.1004557 · DOI
- 10.1093/brain/awaa201 · DOI · Paper page
- 10.3389/fmicb.2020.02106 · DOI
- 10.1016/j.cell.2016.08.007 · DOI
- 10.1021/acschembio.9b00788 · DOI
- 10.1016/j.biopha.2020.111189 · DOI
- 10.1038/nature11053 · DOI · Paper page
- 10.1016/j.cell.2019.01.001 · DOI · Paper page
- 10.1038/s41586-019-0965-1 · DOI · Paper page
- Falony G , Joossens M , Vieira-Silva S , Wang J , Darzi Y , Faust K , Kurilshikov A , Bonder MJ , Valles-Colomer M , Vandeputte D , et al. Population-level analysis of gut microbiome variation [Internet]. [place unknown]. https://www.science.org
- 10.1093/bioinformatics/btw183 · DOI
- 10.7554/eLife.65088 · DOI · Paper page
- Wickham H. 2016. ggplot2: Elegant Graphics for Data Analysis. [place unknown]: Springer-Verlag New York. · DOI
- 10.1038/s41587-019-0190-3 · DOI
- 10.3390/antibiotics10040352 · DOI
- 10.1038/nmeth.1923 · DOI · Paper page
- Hyatt D , Chen G-L , Locascio PF , Land ML , Larimer FW , Hauser LJ. 2010. Prodigal: prokaryotic gene recognition and translation initiation site identification [Internet]. [place unknown]. http://www.biomedcentral.com/1471-2105/11/119 · DOI
- 10.1093/bioinformatics/btt656 · DOI · Paper page
- 10.1186/s12864-017-4368-0 · DOI
- 10.1186/1471-2105-10-421 · DOI · Paper page
- 10.1093/bioinformatics/btl158 · DOI
- 10.1111/2041-210X.12628 · DOI
- 10.1093/nar/gki098 · DOI
- 10.1016/j.molcel.2017.12.020 · DOI
- 10.1038/nprot.2016.136 · DOI
- 10.1093/nar/gkaa1100 · DOI · Paper page
- 10.1021/acscentsci.8b00239 · DOI
- Mailman MD , Feolo M , Jin Y , Kimura M , Tryka K , Bagoutdinov R , Hao L , Kiang A , Paschall J , Phan L , et al. The NCBI dbGaP database of genotypes and phenotypes [Internet]. [place unknown]. www.ncbi.nlm.nih.gov/projects/gap/pdf/dbgap_2b_security_procedures.pdf.
- 10.1093/nar/gky901 · DOI
- 10.1093/nar/gkv1145 · DOI
Metadata
- Authors
- Simpson, J. B., Sekela, J. J., Graboski, A. L., Borlandelli, V. B., Barker, N. K., Sorgen, A. A., Bivins, M. M., Mordant, A. L., Johnson, R. L., Bhatt, A. P., Fodor, A. A., Herring, L. E., Overkleeft, H., Lee, J. R., & Redinbo, M. R.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Leiden University (NL)
- University of North Carolina at Charlotte (US)
- Corresponding author
- Redinbo, Matthew. R.
- ORCID
- Venue
- Gut Microbes
- Publisher
- openRxiv
- Published
- 2022-05-23
- Volume
- 14
- Issue
- 1
- Pages
- 2107289-2107289
- ISSN
- 1949-0976 (ISSN-L)
- PMC
- PMC9377255
- OpenAlex
- W4291161857
- Cited by
- 45
- References
- 1
- Citations by year
- 2026: 12 · 2025: 11 · 2024: 14 · 2023: 8
- FWCI
- 8.43
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Gut Microbes (publishedVersion, cc-by)
- medRxiv (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- Leiden Repository (Leiden University) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Data Archiving and Networked Services (DANS) (submittedVersion, cc-by)
- UNC Libraries
- Funders
- National Science Foundation (1650116)
- Crohn's and Colitis Foundation (708151)
- National Institutes of Health (DGE-1650116, 5t32dk007750-21, DK034987, CA016086, DK-056350)
- Nutrition Obesity Research Center, University of North Carolina (P30DK056350, DK056350, NORC P30 DK056350)
- Directorate for STEM Education
- National Cancer Institute (P30CA016086)
- National Institute of General Medical Sciences (R01GM137286, T32GM135095)
- National Institute of Allergy and Infectious Diseases (K23AI124464)
- National Institute of Diabetes and Digestive and Kidney Diseases (T32-DK007750, K32 AI 124464, P30DK034987, P30DK056350)
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill (CA016086, P30-CA016086)
- Center for Gastrointestinal Biology and Disease, School of Medicine, University of North Carolina at Chapel Hill (P30 DK 034987)
- National Opinion Research Center
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Medicine › Oncology › Drug Transport and Resistance Mechanisms
- Keywords
- mycophenolate mofetil, mycophenolic acid, beta-glucuronidase, enterohepatic circulation, gut microbiota, gastrointestinal toxicity, immunosuppressants, transplant recipients
- MeSH terms
- Gastrointestinal Microbiome, Flavin Mononucleotide, Humans, Immunosuppressive Agents, Mycophenolic Acid, Glucuronides, Proteomics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review