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Combining clinical and candidate gene data into a risk score for azathioprine-associated leukopenia in routine clinical practice.
Anandi, Prathima; Dickson, Alyson L; Feng, QiPing; Wei, Wei-Qi; Dupont, William D; Plummer, Dale; Liu, Ge; Octaria, Rany; Barker, Katherine A; Kawai, Vivian K; Birdwell, Kelly; Cox, Nancy J; Hung, Adriana; Stein, C Michael; Chung, Cecilia P.
Affiliation
  • Anandi P; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Dickson AL; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Feng Q; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Wei WQ; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Dupont WD; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Plummer D; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Liu G; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Octaria R; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Barker KA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Kawai VK; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Birdwell K; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Cox NJ; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Hung A; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Stein CM; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Chung CP; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA. c.chung@vumc.org.
Pharmacogenomics J ; 20(5): 736-745, 2020 10.
Article in En | MEDLINE | ID: mdl-32054992
ABSTRACT
Leukopenia is a serious, frequent side effect associated with azathioprine use. Currently, we use thiopurine methyltransferase (TPMT) testing to predict leukopenia in patients taking azathioprine. We hypothesized that a risk score incorporating additional clinical and genetic variables would improve the prediction of azathioprine-associated leukopenia. In the discovery phase, we developed four risk score models (1) age, sex, and TPMT metabolizer status; (2) model 1 plus additional clinical variables; (3) sixty candidate single nucleotide polymorphisms; and (4) model 2 plus model 3. The area under the receiver-operating-characteristic curve (AUC) of the risk scores was 0.59 (95% CI 0.54-0.64), 0.75 (0.71-0.80), 0.66 (0.61-0.71), and 0.78 (0.74-0.82) for models 1, 2, 3, and 4, respectively. During the replication phase, models 2 and 4 (AUC = 0.64, 95% CI 0.59-0.70 and AUC = 0.63, 95% CI 0.58-0.69, respectively) were significant in an independent group. Compared with TPMT testing alone, additional genetic and clinical variables improve the prediction of azathioprine-associated leukopenia.
Subject(s)

Full text: 1 Database: MEDLINE Main subject: Azathioprine / Polymorphism, Single Nucleotide / Pharmacogenomic Variants / Immunosuppressive Agents / Leukopenia / Methyltransferases Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Pharmacogenomics J Journal subject: BIOLOGIA MOLECULAR / FARMACOLOGIA Year: 2020 Type: Article Affiliation country: United States

Full text: 1 Database: MEDLINE Main subject: Azathioprine / Polymorphism, Single Nucleotide / Pharmacogenomic Variants / Immunosuppressive Agents / Leukopenia / Methyltransferases Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Pharmacogenomics J Journal subject: BIOLOGIA MOLECULAR / FARMACOLOGIA Year: 2020 Type: Article Affiliation country: United States