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1.
Pharmacogenomics J ; 20(5): 736-745, 2020 10.
Article in English | 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)
Azathioprine/adverse effects , Immunosuppressive Agents/adverse effects , Leukopenia/genetics , Methyltransferases/genetics , Pharmacogenomic Variants , Polymorphism, Single Nucleotide , Adult , Age Factors , Databases, Genetic , Female , Genetic Association Studies , Humans , Leukopenia/chemically induced , Leukopenia/diagnosis , Male , Middle Aged , Pharmacogenetics , Pilot Projects , Proof of Concept Study , Risk Assessment , Risk Factors , Sex Factors
2.
Clin Pharmacol Ther ; 105(3): 703-709, 2019 03.
Article in English | MEDLINE | ID: mdl-30223305

ABSTRACT

Tizanidine, a widely used muscle relaxant that can lower blood pressure, is metabolized by the cytochrome P450 1A2 (CYP1A2). We studied 1,626 patients prescribed tizanidine and 5,012 prescribed cyclobenzaprine concurrently with a strong CYP1A2 inhibitor. The primary outcome was severe hypotension, defined as systolic blood pressure (SBP) ≤ 70 mmHg during periods of drug co-exposure. Severe hypotension occurred more often in the tizanidine group (2.03%; n = 33) than the cyclobenzaprine group (1.28%; n = 64); odds ratio (OR) = 1.60; P = 0.029. This difference remained statistically significant after adjustment for a log-transformed propensity score that included age, sex, race, Charlson's comorbidity index, and concurrent use of antihypertensive medications (OR = 1.57; P = 0.049). A sensitivity analysis that defined hypotension as SBP < 90 mmHg also yielded higher rates of hypotension among patients prescribed tizanidine. In conclusion, CYP1A2 inhibition increases the risk of hypotensive episodes associated with the use of tizanidine in routine clinical practice.


Subject(s)
Clonidine/analogs & derivatives , Cytochrome P-450 CYP1A2 Inhibitors/adverse effects , Cytochrome P-450 CYP1A2/metabolism , Hypotension/chemically induced , Hypotension/metabolism , Muscle Relaxants, Central/adverse effects , Adult , Clonidine/administration & dosage , Clonidine/adverse effects , Cohort Studies , Cytochrome P-450 CYP1A2 Inhibitors/administration & dosage , Drug Therapy, Combination , Female , Humans , Hypotension/diagnosis , Male , Middle Aged , Muscle Relaxants, Central/administration & dosage , Polypharmacy , Retrospective Studies , Risk Factors
3.
Behav Res Methods ; 50(5): 1806-1815, 2018 10.
Article in English | MEDLINE | ID: mdl-28779458

ABSTRACT

In experimental contexts, affect-related word lists have been widely applied when examining how cognitive processes interact with emotional processes. These lists, however, present limitations when studying the relation between emotion and cognitive processes such as time and number processing because affective words do not inherently contain time or quantity information. Live events, in contrast, are experienced by an observer and therefore inherently carry affect information. Unfortunately, existing life-event lists and inventories have been largely applied within clinical contexts as diagnostic tools, and therefore are not suitable for many experimental contexts because they do not contain a balanced number of reliably positive, negative, and neutral life events. In Experiment 1, we create a standardized affect-related life-events list with 171 positive, negative, and neutral affect-related life events. In Experiment 2, we show that strength of affect and significance of the event are integral dimensions, suggesting that these two features are difficult to separate perceptually. The implications of these findings and some potential future applications of the created life-events list are discussed.


Subject(s)
Affect , Emotions , Life Change Events , Mental Processes , Stress, Psychological/psychology , Behavioral Research , Data Visualization , Data Warehousing , Female , Humans , Male , Vocabulary , Young Adult
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