| Literature DB >> 27226264 |
Christophe G Lambert1,2, Aurélien J Mazurie3, Nicolas R Lauve4, Nathaniel G Hurwitz5, S Stanley Young6, Robert L Obenchain7, Nicolas W Hengartner8, Douglas J Perkins1, Mauricio Tohen9, Berit Kerner10.
Abstract
OBJECTIVES: Thyroid abnormalities in patients with bipolar disorder (BD) have been linked to lithium treatment for decades, yet other drugs have been less well studied. Our objective was to compare hypothyroidism risk for lithium versus the anticonvulsants and second-generation antipsychotics commonly prescribed for BD.Entities:
Keywords: anticonvulsants; antipsychotics; bipolar disorder; competing risks; hypothyroidism; lithium
Mesh:
Substances:
Year: 2016 PMID: 27226264 PMCID: PMC5089566 DOI: 10.1111/bdi.12391
Source DB: PubMed Journal: Bipolar Disord ISSN: 1398-5647 Impact factor: 6.744
Figure 1Study design and sample selection. We show the sample size and percentage of female patients at each junction point in our data staging. The final cohort of 24,574 samples is shown in green, along with subsets with >90 days and >182 days of monotherapy. BD = bipolar disorder.
Cohort demographics by druga
| LITH | ARIP | CBZ | LTG | OLAN | OXC | QUET | RISP | VPA | Total | Treatment bias p‐value | Hypo‐thyroidism CRR p‐value | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | 3,629 | 2,964 | 492 | 7,056 | 1,230 | 890 | 3,798 | 1,518 | 2,997 | 24,574 | – | – |
| Age, years | 39.5 | 39 | 40.3 | 39 | 40.4 | 39 | 40.1 | 39.4 | 39.7 | 39.5 | 1.80E‐04 |
|
| Sex, female, % | 56.4 | 72 | 64.6 | 74 | 55.9 | 70.4 | 65.9 | 60.4 | 53.6 | 65.4 | 8.60E‐141 |
|
| Medications (%) | ||||||||||||
| Sedative | 30.8 | 38.2 | 35.2 | 33.5 | 38.5 | 34.4 | 44.4 | 37.1 | 34.8 | 36.0 | 5.09E‐37 | 7.27E‐01 |
| Analgesic | 39.1 | 47.4 | 48.4 | 43.2 | 45.1 | 49.6 | 51.8 | 45.5 | 46.5 | 45.4 | 3.19E‐28 | 4.45E‐01 |
| Opioid | 24.1 | 31.1 | 32.9 | 27 | 30.1 | 31.7 | 35 | 29.6 | 28.9 | 29.1 | 1.04E‐25 | 6.49E‐01 |
| Pain | 24.1 | 31.1 | 32.9 | 27 | 30.1 | 31.7 | 35 | 29.6 | 28.9 | 50.9 | 1.04E‐25 | 2.46E‐01 |
| Diuretic | 9.5 | 12.9 | 14.6 | 11.7 | 12.9 | 13.8 | 13.4 | 13.6 | 11.9 | 12.1 | 1.88E‐06 | 8.55E‐01 |
| Mental (%) | ||||||||||||
| Psychosis | 4.5 | 8 | 3.9 | 2 | 15.5 | 2.9 | 6.4 | 21.6 | 5 | 6.1 | 8.20E‐232 | 5.05E‐01 |
| Bipolar disorder | 71.1 | 58.4 | 67.7 | 67.4 | 53.7 | 66.5 | 54 | 53.4 | 68 | 63.2 | 2.26E‐95 | 3.96E‐01 |
| Mental procedure | 53.2 | 56.9 | 52.2 | 61.9 | 37.2 | 62.6 | 48.8 | 52.7 | 51.5 | 54.7 | 2.23E‐81 | 1.79E‐01 |
| Drug dependence | 12.8 | 13.7 | 14.8 | 9.6 | 16.9 | 13.3 | 22 | 15.5 | 16.5 | 14.3 | 1.86E‐68 | 2.45E‐01 |
| Anxiety | 18.6 | 24.5 | 20.1 | 19.5 | 27.2 | 20.1 | 29 | 26.5 | 21.4 | 22.5 | 1.43E‐39 | 8.06E‐01 |
| Eating disorder | 1 | 2.1 | 0.4 | 1.8 | 2 | 1.3 | 1.6 | 1.8 | 0.4 | 1.5 | 1.37E‐07 | 4.25E‐01 |
| ADHD | 6.1 | 9.2 | 7.1 | 7.7 | 6 | 9 | 6.5 | 7 | 7.2 | 7.3 | 1.58E‐05 | 4.14E‐03 |
| Personality C | 0.2 | 0.3 | 0.4 | 0.1 | 0.3 | 0.1 | 0.2 | 0.3 | 0.2 | 0.2 | 4.93E‐01 | 8.24E‐01 |
| Other (%) | ||||||||||||
| Cardiovascular | 31.5 | 39.9 | 37.4 | 34.2 | 38.7 | 38 | 42.9 | 41 | 40 | 37.4 | 1.42E‐30 | 8.92E‐01 |
| CNS | 13.2 | 16.7 | 19.3 | 14.5 | 16.4 | 20.1 | 18.7 | 19.3 | 21.8 | 16.8 | 3.20E‐26 | 7.73E‐02 |
| Seizure | 0.7 | 0.9 | 4.1 | 1.6 | 1.1 | 4.2 | 1.6 | 2.1 | 3.2 | 1.7 | 1.15E‐22 | 6.32E‐01 |
| Nervous system | 23.3 | 28 | 29.3 | 24.4 | 27.3 | 31.3 | 30.3 | 28.3 | 31.5 | 27.2 | 7.43E‐21 | 3.72E‐01 |
| Pulmonary | 5.3 | 7 | 7.7 | 5 | 8.7 | 7.4 | 9.5 | 8.8 | 7.1 | 6.8 | 3.76E‐20 | 5.24E‐01 |
| Hypertension | 17.9 | 23.9 | 21.1 | 19 | 22.8 | 21.6 | 25 | 25.8 | 22.6 | 21.5 | 4.52E‐20 | 8.36E‐01 |
| Metabolic | 26.1 | 33.8 | 30.9 | 28.5 | 31.4 | 29.6 | 32.5 | 31.4 | 30.9 | 30.1 | 8.63E‐12 | 2.96E‐01 |
| Musculoskeletal | 35.9 | 42 | 43.1 | 40.3 | 39.7 | 39.6 | 44.8 | 40.7 | 41 | 40.7 | 2.28E‐11 | 3.14E‐01 |
| Kidney | 3.2 | 4.9 | 4.7 | 4.1 | 4.9 | 4.3 | 5.7 | 5.4 | 4.9 | 4.5 | 2.15E‐05 | 9.23E‐01 |
| Endrocrinopathy | 11.1 | 15.6 | 12.6 | 12.5 | 11.4 | 12.1 | 13 | 13.6 | 13.1 | 12.8 | 3.51E‐05 | 9.26E‐01 |
| Dermatological | 23.4 | 27.8 | 24.8 | 27.4 | 24.6 | 26.9 | 25.4 | 25.5 | 25.6 | 26.0 | 5.38E‐04 | 8.77E‐01 |
| Apnea | 6.1 | 8.8 | 6.1 | 7.6 | 5.8 | 7.3 | 6.8 | 6.8 | 7.1 | 7.2 | 9.77E‐04 | 1.52E‐01 |
| Autoimmune | 1.2 | 2.1 | 1.6 | 1.5 | 1.5 | 2.4 | 2.2 | 1.4 | 1.7 | 1.7 | 5.78E‐03 | 9.15E‐01 |
| Thyroidism | 2.4 | 3.2 | 4.7 | 2.8 | 3 | 2.6 | 2.9 | 3.9 | 2.4 | 2.9 | 1.72E‐02 |
|
LITH = lithium; ARIP = aripiprazole; CBZ = carbamazepine; LTG = lamotrigine; OLAN = olanzapine; OXC = oxcarbazepine; QUET = quetiapine; RISP = risperidone; VPA = valproate; CRR = competing risks regression; ADHD = attention‐deficit hyperactivity disorder; CNS = central nervous system.
For each drug we show the sample size, the age in years, and then the fraction that took various treatments and had various comorbidities in the year prior to monotherapy. Note that we excluded hypothyroidism codes from every category; thus, thyroidism would encompass all other thyroid conditions. The treatment bias p‐values come from chi‐squared tests comparing the proportions of treatment within each binary category, and an ANOVA F‐statistic for age. The hypothyroidism CRR p‐values show the significance of adding the variable in the model along with treatment, sex, pretreatment thyroidism, thyroid testing rank, and 14‐day pretreatment thyroid tested. Only the bold‐type variables in the rightmost column were significant in the full CRR model after multiple testing adjustment (p < 1.67e‐03), and thus were retained in the final model.
Figure 2Cumulative incidence of hypothyroidism and ending monotherapy. We show the cumulative incidence function of (A) hypothyroidism and (B) ending monotherapy, calculated with the naïve non‐parametric counting process estimator (analogous to Kaplan−Meier), which separates out the risk of hypothyroidism from ending monotherapy. These curves represent the risk observed as the drugs are currently prescribed, without accounting for treatment and observation biases.
Competing risk regression (CRR) model of hypothyroidism risk at >0 months, >3 months, and >6 months of monotherapya
| p‐value | Beta coefficient | Standard error | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Covariate | >0 | >3 | >6 | >0 | >3 | >6 | >0 | >3 | >6 |
| Treatment (Wald) | 3.86E‐03 | 6.22E‐03 | 3.61E‐03 | – | – | – | – | – | – |
| Aripiprazole | 7.39E‐03 | 8.80E‐03 | 2.44E‐03 | −2.37E‐01 | −3.63E‐01 | −5.98E‐01 | 8.85E‐02 | 1.39E‐01 | 1.97E‐01 |
| Carbamazepine | 1.35E‐01 | 6.14E‐02 | 2.20E‐02 | −2.76E‐01 | −6.18E‐01 | −1.34E+00 | 1.85E‐01 | 3.30E‐01 | 5.85E‐01 |
| Lamotrigine | 1.47E‐03 | 2.53E‐02 | 3.48E‐02 | −2.27E‐01 | −2.26E‐01 | −2.70E‐01 | 7.12E‐02 | 1.01E‐01 | 1.28E‐01 |
| Olanzapine | 1.11E‐02 | 5.15E‐02 | 2.47E‐02 | −3.24E‐01 | −4.02E‐01 | −6.84E‐01 | 1.27E‐01 | 2.06E‐01 | 3.05E‐01 |
| Oxcarbazepine | 1.51E‐02 | 2.21E‐01 | 4.50E‐01 | −3.41E‐01 | −2.42E‐01 | −1.79E‐01 | 1.40E‐01 | 1.97E‐01 | 2.37E‐01 |
| Quetiapine | 4.16E‐01 | 5.06E‐01 | 8.51E‐01 | −6.36E‐02 | 7.45E‐02 | 2.68E‐02 | 7.82E‐02 | 1.12E‐01 | 1.43E‐01 |
| Risperidone | 5.90E‐03 | 3.88E‐01 | 6.34E‐01 | −3.19E‐01 | −1.48E‐01 | −1.06E‐01 | 1.16E‐01 | 1.71E‐01 | 2.22E‐01 |
| Valproate | 8.96E‐03 | 3.08E‐01 | 4.41E‐01 | −2.32E‐01 | −1.29E‐01 | −1.25E‐01 | 8.88E‐02 | 1.27E‐01 | 1.62E‐01 |
| Age at exposure | 6.91E‐10 | 2.14E‐05 | 1.12E‐04 | 1.12E‐02 | 1.10E‐02 | 1.32E‐02 | 1.81E‐03 | 2.59E‐03 | 3.41E‐03 |
| Sex, male | 3.93E‐07 | 9.79E‐05 | 2.28E‐05 | −2.65E‐01 | −2.93E‐01 | −4.11E‐01 | 5.23E‐02 | 7.53E‐02 | 9.70E‐02 |
| Pre‐Tx thyroidism | 6.37E‐06 | 8.50E‐02 | 6.71E‐01 | 4.68E‐01 | 2.80E‐01 | 9.73E‐02 | 1.04E‐01 | 1.63E‐01 | 2.29E‐01 |
| Post‐Tx thyroid tests rank | 2.79E‐87 | 3.25E‐53 | 3.65E‐30 | 2.88E+00 | 3.13E+00 | 2.84E+00 | 1.46E‐01 | 2.04E‐01 | 2.49E‐01 |
| Pre‐Tx thyroid tests 14 days | 2.69E‐07 | 2.74E‐03 | 9.58E‐03 | −4.16E‐01 | −4.05E‐01 | −5.06E‐01 | 8.09E‐02 | 1.35E‐01 | 1.95E‐01 |
Tx = treatment.
The final model includes six variables, with treatment coded as eight dummy variables with lithium as reference. The three treatment variable p‐values are the result of Wald tests that calculate the significance of the eight dummy variables combined. Results are contrasted with subcohorts on >3 and >6 months of monotherapy.
Figure 3Cumulative incidence of hypothyroidism from competing risks regression (CRR): >0, >90, and >182 days after commencing monotherapy. We show the cumulative incidence function (CIF) of hypothyroidism from CRR at the average value of the covariates for the 24,574 bipolar disorder (BD) patient cohort. (A) includes all 24,574 patients with BD. We then exclude patients who experienced hypothyroidism, ended monotherapy, or were censored: (B) <90 days after commencing monotherapy (n = 15,313); and (C) <6 months after commencing monotherapy (n = 10,508). We set the covariates to the 24,574 patient cohort averages, and switch between setting the treatment covariates to 1 for each of the non‐lithium treatments, and then zero for all covariates to obtain the lithium CIF.
Figure 4Four‐year estimated risk of hypothyroidism by drug with 95% confidence limits. We contrast the 95% confidence limits of hypothyroidism risk at four years across drugs for >0 days of monotherapy, as estimated by resampling 10,000 times the competing risks regression predictions at the average values of the covariates, with model coefficients set to random normal values defined by the regression model coefficient means and standard errors (as seen in Table 2). The mean four‐year risks are as follows: lithium: 8.78%; quetiapine: 8.26%; lamotrigine: 7.06%; valproate: 7.02%; aripiprazole: 6.99%; carbamazepine: 6.73%; risperidone: 6.46%; olanzapine: 6.43%; oxcarbazepine: 6.32%. CIF = cumulative incidence function.