Cargando…
Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity
TPMT and NUDT15 variants explain less than 25% of azathioprine‐associated myelotoxicity. There are 25 additional genes in the thiopurine pathway that could also contribute to azathioprine myelotoxicity. We hypothesized that among TPMT and NUDT15 normal metabolizers, a score combining the genetically...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010278/ https://www.ncbi.nlm.nih.gov/pubmed/35118815 http://dx.doi.org/10.1111/cts.13243 |
_version_ | 1784687451375140864 |
---|---|
author | Daniel, Laura L. Dickson, Alyson L. Zanussi, Jacy T. Miller‐Fleming, Tyne W. Straub, Peter S. Wei, Wei‐Qi Plummer, W. Dale Dupont, William D. Liu, Ge Anandi, Prathima Reese, Tyler S. Birdwell, Kelly A. Kawai, Vivian K. Hung, Adriana M. Cox, Nancy J. Feng, QiPing Stein, C. Michael Chung, Cecilia P. |
author_facet | Daniel, Laura L. Dickson, Alyson L. Zanussi, Jacy T. Miller‐Fleming, Tyne W. Straub, Peter S. Wei, Wei‐Qi Plummer, W. Dale Dupont, William D. Liu, Ge Anandi, Prathima Reese, Tyler S. Birdwell, Kelly A. Kawai, Vivian K. Hung, Adriana M. Cox, Nancy J. Feng, QiPing Stein, C. Michael Chung, Cecilia P. |
author_sort | Daniel, Laura L. |
collection | PubMed |
description | TPMT and NUDT15 variants explain less than 25% of azathioprine‐associated myelotoxicity. There are 25 additional genes in the thiopurine pathway that could also contribute to azathioprine myelotoxicity. We hypothesized that among TPMT and NUDT15 normal metabolizers, a score combining the genetically predicted expression of other proteins in the thiopurine pathway would be associated with a higher risk for azathioprine discontinuation due to myelotoxicity. We conducted a retrospective cohort study of new users of azathioprine who were normal TPMT and NUDT15 metabolizers. In 1201 White patients receiving azathioprine for an inflammatory disease, we used relaxed Least Absolute Shrinkage and Selection Operator (LASSO) regression to select genes that built a score for discontinuing azathioprine due to myelotoxicity. The score incorporated the predicted expression of AOX1 and NME1. Patients in the highest score tertile had a higher risk of discontinuing azathioprine compared to those in the lowest tertile (hazard ratio [HR] = 2.15, 95% confidence interval [CI] = 1.11–4.19, p = 0.024). Results remained significant after adjusting for a propensity score, including sex, tertile of calendar year at initial dose, initial dose, age at baseline, indication, prior TPMT testing, and the first 10 principal components of the genetic data (HR = 2.11, 95% CI = 1.08–4.13, p = 0.030). We validated the results in a cohort (N = 517 non‐White patients and those receiving azathioprine to prevent transplant rejection) that included all other patients receiving azathioprine (HR = 2.00, (95% CI = 1.09–3.65, p = 0.024). In conclusion, among patients who were TPMT and NUDT15 normal metabolizers, a score combining the predicted expression of AOX1 and NME1 was associated with an increased risk for discontinuing azathioprine due to myelotoxicity. |
format | Online Article Text |
id | pubmed-9010278 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90102782022-04-18 Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity Daniel, Laura L. Dickson, Alyson L. Zanussi, Jacy T. Miller‐Fleming, Tyne W. Straub, Peter S. Wei, Wei‐Qi Plummer, W. Dale Dupont, William D. Liu, Ge Anandi, Prathima Reese, Tyler S. Birdwell, Kelly A. Kawai, Vivian K. Hung, Adriana M. Cox, Nancy J. Feng, QiPing Stein, C. Michael Chung, Cecilia P. Clin Transl Sci Research TPMT and NUDT15 variants explain less than 25% of azathioprine‐associated myelotoxicity. There are 25 additional genes in the thiopurine pathway that could also contribute to azathioprine myelotoxicity. We hypothesized that among TPMT and NUDT15 normal metabolizers, a score combining the genetically predicted expression of other proteins in the thiopurine pathway would be associated with a higher risk for azathioprine discontinuation due to myelotoxicity. We conducted a retrospective cohort study of new users of azathioprine who were normal TPMT and NUDT15 metabolizers. In 1201 White patients receiving azathioprine for an inflammatory disease, we used relaxed Least Absolute Shrinkage and Selection Operator (LASSO) regression to select genes that built a score for discontinuing azathioprine due to myelotoxicity. The score incorporated the predicted expression of AOX1 and NME1. Patients in the highest score tertile had a higher risk of discontinuing azathioprine compared to those in the lowest tertile (hazard ratio [HR] = 2.15, 95% confidence interval [CI] = 1.11–4.19, p = 0.024). Results remained significant after adjusting for a propensity score, including sex, tertile of calendar year at initial dose, initial dose, age at baseline, indication, prior TPMT testing, and the first 10 principal components of the genetic data (HR = 2.11, 95% CI = 1.08–4.13, p = 0.030). We validated the results in a cohort (N = 517 non‐White patients and those receiving azathioprine to prevent transplant rejection) that included all other patients receiving azathioprine (HR = 2.00, (95% CI = 1.09–3.65, p = 0.024). In conclusion, among patients who were TPMT and NUDT15 normal metabolizers, a score combining the predicted expression of AOX1 and NME1 was associated with an increased risk for discontinuing azathioprine due to myelotoxicity. John Wiley and Sons Inc. 2022-02-20 2022-04 /pmc/articles/PMC9010278/ /pubmed/35118815 http://dx.doi.org/10.1111/cts.13243 Text en © 2022 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Daniel, Laura L. Dickson, Alyson L. Zanussi, Jacy T. Miller‐Fleming, Tyne W. Straub, Peter S. Wei, Wei‐Qi Plummer, W. Dale Dupont, William D. Liu, Ge Anandi, Prathima Reese, Tyler S. Birdwell, Kelly A. Kawai, Vivian K. Hung, Adriana M. Cox, Nancy J. Feng, QiPing Stein, C. Michael Chung, Cecilia P. Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
title | Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
title_full | Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
title_fullStr | Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
title_full_unstemmed | Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
title_short | Predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
title_sort | predicted expression of genes involved in the thiopurine metabolic pathway and azathioprine discontinuation due to myelotoxicity |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010278/ https://www.ncbi.nlm.nih.gov/pubmed/35118815 http://dx.doi.org/10.1111/cts.13243 |
work_keys_str_mv | AT daniellaural predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT dicksonalysonl predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT zanussijacyt predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT millerflemingtynew predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT straubpeters predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT weiweiqi predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT plummerwdale predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT dupontwilliamd predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT liuge predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT anandiprathima predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT reesetylers predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT birdwellkellya predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT kawaiviviank predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT hungadrianam predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT coxnancyj predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT fengqiping predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT steincmichael predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity AT chungceciliap predictedexpressionofgenesinvolvedinthethiopurinemetabolicpathwayandazathioprinediscontinuationduetomyelotoxicity |