| Literature DB >> 29329557 |
Leslie R Harrold1,2, Heather J Litman3, Katherine C Saunders3, Kimberly J Dandreo3, Bernice Gershenson4,3, Jeffrey D Greenberg5, Robert Low6, Jeffrey Stark6, Robert Suruki7, Srihari Jaganathan6, Joel M Kremer8, Mohamed Yassine6.
Abstract
BACKGROUND: Registry studies provide a valuable source of comparative safety data for tumor necrosis factor inhibitors (TNFi) used in rheumatoid arthritis (RA), but they are subject to channeling bias. Comparing safety outcomes without accounting for channeling bias can lead to inaccurate comparisons between TNFi prescribed at different stages of the disease. In the present study, we examined the incidence of serious infection and other adverse events during certolizumab pegol (CZP) use vs other TNFi in a U.S. RA cohort before and after using a methodological approach to minimize channeling bias.Entities:
Keywords: Cardiovascular events; Malignancy; Rheumatoid arthritis; Serious infection; TNF inhibitors
Mesh:
Substances:
Year: 2018 PMID: 29329557 PMCID: PMC5795286 DOI: 10.1186/s13075-017-1496-5
Source DB: PubMed Journal: Arthritis Res Ther ISSN: 1478-6354 Impact factor: 5.156
Adverse events of interest
| AE category | Physician-reported AEs included in the analysis |
|---|---|
| SIEs | Infections for which the patient was hospitalized and/or received intravenous antibiotics, which were categorized as follows: joint/bursa, cellulitis/skin, sinusitis, diverticulitis, sepsis, pneumonia, bronchitis, gastroenteritis, meningitis/encephalitis, urinary tract infection, upper respiratory infection, active tuberculosis (latent tuberculosis infection was not included), and other infections |
| SIE microorganism | Opportunistic infections: coccidioidomycosis, |
| Malignancies | Nonmelanoma skin cancer, melanoma skin cancer, lymphoma, breast cancer, lung cancer, and other cancers |
| CVEs | Myocardial infarction, transient ischemic attack, stroke, congestive heart failure with hospitalization, cardiac revascularization procedure, ventricular arrhythmia, cardiac arrest, acute coronary syndrome, unstable angina, hypertension with hospitalization, peripheral arterial thromboembolic event, urgent peripheral arterial revascularization, peripheral ischemia or gangrene (necrosis), and other CVEs |
Abbreviations: AE Adverse event, SIE Serious infection event, CVE Cardiovascular event
Fig. 1Patient disposition. Data from May 1, 2009, through March 31, 2016, were available. There were 975 unique CZP patients and 4625 unique other TNFi patients. aEligible patients with RA were ≥ 18 years of age, had at least one follow-up visit post-index drug initiation, and provided written informed consent prior to participation. bInitiations refer to the total number of TNFi initiated during the period of observation because patients may have used more than one TNFi during the study (e.g., if one patient switched from etanercept to CZP, both initiations would have been included in the analysis). cPropensity scores were calculated using a logistic regression model fitted with the following baseline covariates: age, sex, disease duration, CDAI at initiation, and TNFi line of therapy. RA rheumatoid arthritis, CZP certolizumab pegol, TNFi tumor necrosis factor inhibitor, IV intravenous, CDAI Clinical Disease Activity Index
Baseline demographics, disease characteristics, tumor necrosis factor inhibitor line of therapy, and concomitant medications, before and after propensity score matching
| Before PS matching | After PS matching | |||||
|---|---|---|---|---|---|---|
| CZP ( | Other TNFi ( | Nominal | CZP ( | Other TNFi ( | Nominal | |
| Demographics | ||||||
| Age, years, median (IQR) | 58 (18.0) | 56 (16.5) | < 0.001 | 58 (17.0) | 58 (16.0) | 0.48 |
| Female sex, | 769 (78.9) | 4107 (78.4) | 0.74 | 751 (78.9) | 750 (78.8) | 0.96 |
| Race, white, | 840 (86.2) | 4310 (82.3) | < 0.001 | 820 (86.1) | 786 (82.6) | 0.03a |
| BMI, kg/m2, mean (SD) | 30.0 (7.3) | 30.1 (7.3) | 0.49 | 30.0 (7.3) | 30.1 (7.5) | 0.68 |
| Insuranceb | ||||||
| Medicare, | 321 (32.9) | 1363 (26.0) | < 0.001 | 315 (33.1) | 293 (30.8) | 0.28 |
| Medicaid, | 48 (4.9) | 327 (6.2) | 0.12 | 48 (5.0) | 59 (6.2) | 0.32 |
| Private, | 712 (73.0) | 4034 (77.0) | 0.01 | 700 (73.5) | 719 (75.5) | 0.32 |
| None, | 23 (2.4) | 136 (2.6) | 0.74 | 22 (2.3) | 14 (1.5) | 0.24 |
| Clinical characteristics | ||||||
| Age at RA onset, years, mean (SD) | 46.9 (14.4) | 47.4 (13.5) | 0.35 | 47.0 (14.4) | 46.7 (13.8) | 0.73 |
| Disease duration, years, median (IQR) | 9 (12.0) | 5 (10.0) | < 0.001 | 9 (12.0) | 8 (12.5) | 0.26 |
| CDAI, median (IQR) | 19.0 (20.2) | 17.0 (19.0) | 0.01 | 19.0 (20.2) | 18.5 (20.0) | > 0.99 |
| mHAQ, median (IQR) | 0.5 (0.8) | 0.4 (0.8) | < 0.001 | 0.5 (0.8) | 0.5 (0.8) | 0.89 |
| History of comorbidities | ||||||
| Diabetes, | 75 (7.7) | 467 (8.9) | 0.22 | 75 (7.9) | 96 (10.1) | 0.09 |
| Pulmonary disease,c
| 58 (5.9) | 347 (6.6) | 0.43 | 58 (6.1) | 64 (6.7) | 0.57 |
| Cardiovascular disease,d
| 57 (5.8) | 283 (5.4) | 0.57 | 54 (5.7) | 57 (6.0) | 0.77 |
| Malignancy,e
| 48 (4.9) | 225 (4.3) | 0.38 | 46 (4.8) | 45 (4.7) | 0.91 |
| Serious infection,f
| 64 (6.6) | 348 (6.6) | 0.93 | 63 (6.6) | 80 (8.4) | 0.14 |
| Comorbidity indexg | ||||||
| Median score (IQR) | 1 (0) | 1 (0) | 0.60 | 1 (0) | 1 (0) | 0.12 |
| Score ≥ 2, | 197 (21.1) | 1029 (20.3) | 0.60 | 191 (20.9) | 216 (23.7) | 0.16 |
| Line of TNFi therapy | < 0.001h | 0.69h | ||||
| First, | 253 (25.9) | 2594 (49.5) | 250 (26.3) | 236 (24.8) | ||
| Second, | 285 (29.2) | 1593 (30.4) | 276 (29.0) | 290 (30.5) | ||
| Third or later, | 437 (44.8) | 1053 (20.1) | 426 (44.7) | 426 (44.7) | ||
| Concomitant DMARD use | ||||||
| Nonbiologic DMARDs (excluding MTX), | 146 (15.0) | 819 (15.6) | 0.60 | 143 (15.0) | 166 (17.4) | 0.15 |
| MTX and other nonbiologic DMARDs, | 85 (8.7) | 661 (12.6) | < 0.001 | 84 (8.8) | 105 (11.0) | 0.11 |
| MTX (excluding other nonbiologic DMARDs), | 469 (48.0) | 2597 (49.6) | 0.40 | 456 (47.9) | 450 (47.3) | 0.78 |
| Concomitant prednisone use | 0.45h | 0.26h | ||||
| None, | 679 (70.1) | 3695 (70.9) | 661 (69.9) | 658 (69.3) | ||
| < 10 mg/day, | 197 (20.4) | 982 (18.8) | 193 (20.4) | 179 (18.9) | ||
| ≥ 10 mg/day, | 92 (9.5) | 538 (10.3) | 91 (9.6) | 112 (11.8) | ||
Abbreviations: CZP Certolizumab pegol, TNFi Tumor necrosis factor inhibitor, PS Propensity score, BMI Body mass index, RA Rheumatoid arthritis, CDAI Clinical Disease Activity Index, mHAQ, Modified Health Assessment Questionnaire (disability index), COPD Chronic obstructive pulmonary disease, NMSC Nonmelanoma skin cancer, DMARD Disease-modifying antirheumatic drug, MTX Methotrexate
aRace was statistically different between the PS-matched groups (p = 0.03), but this was not thought to be clinically significant
bInsurance categories were not mutually exclusive; therefore, patients could be captured in more than one category
cPulmonary disease included asthma, COPD, and interstitial lung disease/pulmonary fibrosis
dCardiovascular disease included coronary artery disease, myocardial infarction, coronary heart failure requiring hospitalization, acute coronary syndrome, unstable angina, cardiac revascularization procedure, cardiac arrest, ventricular arrhythmia, and other cardiovascular diseases
eMalignancy included lung cancer, breast cancer, melanoma skin cancer, and other cancers
fSerious infection was defined as any infection for which the patient was hospitalized and/or received intravenous antibiotics
gComorbidity index was a modified version of the Charlson comorbidity index and corresponded to the sum of scores for current and physician-reported prior comorbid conditions, namely myocardial infarction, congestive heart failure, peripheral vascular disease, cerebrovascular disease (captured as stroke or transient ischemic attack), COPD, history of bleeding and/or peptic ulcer, diabetes mellitus, leukemia, lymphoma, solid tumor cancer (excluding nonmelanoma skin cancer [NMSC]), liver disease, and connective tissue disease (including RA, so all patients had a comorbidity index ≥ 1)
h p Values were based on chi-square tests to ascertain if the overall distribution differed significantly between the CZP and other TNFi groups
Rates of adverse events of interest before propensity score matching (all initiators)
| CZP ( | Other TNFi ( | |||||
|---|---|---|---|---|---|---|
| PY at riska | Eventsb | IR/100 PY (95% CI) | PY at riska | Eventsb | IR/100 PY (95% CI) | |
|
| 820 | 59 |
| 4566 | 215 |
|
| Joint/bursa | 847 | 2 | 0.24 (0.06, 0.94) | 4660 | 16 | 0.34 (0.21, 0.56) |
| Cellulitis/skin | 841 | 13 | 1.55 (0.90, 2.66) | 4650 | 36 | 0.77 (0.56, 1.07) |
| Sinusitis | 847 | 2 | 0.24 (0.06, 0.94) | 4660 | 10 | 0.21 (0.12, 0.40) |
| Diverticulitis | 847 | 2 | 0.24 (0.06, 0.94) | 4660 | 10 | 0.21 (0.12, 0.40) |
| Sepsis | 848 | 1 | 0.12 (0.02, 0.84) | 4657 | 16 | 0.34 (0.21, 0.56) |
| Pneumonia | 842 | 15 | 1.78 (1.07, 2.95) | 4641 | 58 | 1.25 (0.97, 1.62) |
| Bronchitis | 846 | 5 | 0.59 (0.25, 1.42) | 4660 | 11 | 0.24 (0.13, 0.43) |
| Gastroenteritis | 847 | 4 | 0.47 (0.18, 1.26) | 4659 | 14 | 0.30 (0.18. 0.51) |
| Meningitis/encephalitis | 848 | 0 | 0 (NC) | 4665 | 2 | 0.04 (0.01, 0.17) |
| Urinary tract infection | 842 | 10 | 1.19 (0.64, 2.21) | 4650 | 29 | 0.62 (0.43, 0.90) |
| Upper respiratory infection | 848 | 2 | 0.24 (0.06, 0.94) | 4660 | 10 | 0.21 (0.12, 0.40) |
| Active tuberculosisc | 848 | 0 | 0 (NC) | 4664 | 2 | 0.04 (0.01, 0.17) |
| Other | 844 | 9 | 1.07 (0.55, 2.05) | 4649 | 36 | 0.77 (0.56, 1.07) |
|
| 839 | 15 |
| 4636 | 65 |
|
| Opportunistic | 848 | 0 | 0.00 (NC) | 4664 | 2 | 0.04 (0.01, 0.17) |
| Nonopportunistic | 843 | 8 | 0.95 (0.47, 1.90) | 4648 | 30 | 0.65 (0.45, 0.92) |
| Unknown | 844 | 7 | 0.83 (0.40, 1.74) | 4648 | 34 | 0.73 (0.52, 1.02) |
|
| 841 | 15 |
| 4622 | 96 |
|
| Lymphoma | 848 | 0 | 0 (NC) | 4664 | 4 | 0.09 (0.03, 0.23) |
| Breast cancer | 848 | 1 | 0.12 (0.02, 0.84) | 4660 | 9 | 0.19 (0.10, 0.37) |
| Lung cancer | 848 | 2 | 0.24 (0.06, 0.94) | 4664 | 3 | 0.06 (0.02, 0.20) |
| Skin cancer – melanoma | 848 | 0 | 0 (NC) | 4662 | 6 | 0.13 (0.06, 0.29) |
| Skin cancer – basal/squamous | 845 | 5 | 0.59 (0.25, 1.42) | 4641 | 49 | 1.06 (0.80, 1.40) |
| Other cancer | 844 | 7 | 0.83 (0.40, 1.74) | 4655 | 26 | 0.56 (0.38, 0.82) |
|
| 840 | 17 |
| 4633 | 77 |
|
| Myocardial infarction | 847 | 3 | 0.35 (0.11, 1.10) | 4661 | 11 | 0.24 (0.13, 0.43) |
| TIA/stroke | 846 | 5 | 0.59 (0.25, 1.42) | 4650 | 34 | 0.73 (0.52, 1.02) |
| Other cardiovascular eventd | 843 | 10 | 1.19 (0.64, 2.20) | 4649 | 43 | 0.93 (0.69, 1.25) |
|
| ||||||
| Anaphylaxis/allergic reaction | 845 | 4 | 0.47 (0.18, 1.26) | 4660 | 14 | 0.30 (0.18, 0.51) |
| Drug-induced SLE | 848 | 0 | 0 (NC) | 4665 | 0 | 0 (NC) |
| Gastrointestinal perforation | 848 | 0 | 0 (NC) | 4663 | 3 | 0.06 (0.02, 0.20) |
| Hepatic event | 848 | 0 | 0 (NC) | 4660 | 10 | 0.21 (0.12, 0.40) |
| Progressive multifocal leukoencephalopathy | 848 | 0 | 0 (NC) | 4665 | 0 | 0 (NC) |
| Other neurological event (with hospitalization)/other demyelinating disease | 848 | 0 | 0 (NC) | 4664 | 4 | 0.09 (0.03, 0.23) |
| Spontaneous serious bleeding | 848 | 0 | 0 (NC) | 4664 | 5 | 0.11 (0.04, 0.26) |
Abbreviations: AE Adverse events, PS Propensity score, CZP Certolizumab pegol, TNFi Tumor necrosis factor inhibitor, PY Patient-years, IR Incidence rate, NC Not calculable, CVE Cardiovascular event, TIA Transient ischemic attack, SLE Systemic lupus erythematosus
aTime at risk was measured from drug initiation up to either the occurrence of the first event of interest under that category, 90 days following discontinuation/switch of TNFi, or up to 12 months after drug initiation
bPatients may have experienced more than one AE, so the sum of individual conditions may be greater than the total number of first AEs for the overall categories; however, only the time to the first event was considered to calculate the corresponding IRs
cLatent tuberculosis was not included
dIncluded congestive heart failure with hospitalization, cardiac revascularization procedure, ventricular arrhythmia, cardiac arrest, acute coronary syndrome, unstable angina, hypertension with hospitalization, peripheral arterial thromboembolic event, urgent peripheral arterial revascularization, peripheral ischemia or gangrene (necrosis), and other CVEs
Fig. 2IRRs of SIEs, malignancies, and CVEs between the CZP and other TNFi groups. a Before PS matching (all initiators). b After PS matching. IRRs were calculated with the CZP group in the numerator and the other TNFi in the denominator. IRR Incidence rate ratio, SIE Serious infectious event, CVE Cardiovascular event, CZP Certolizumab pegol, TNFi Tumor necrosis factor inhibitor, PS Propensity score
Rates of adverse events of interest after propensity score matching
| CZP ( | Other TNFi ( | |||||
|---|---|---|---|---|---|---|
| PY at riska | Eventsb | IR/100 PY (95% CI) | PY at riska | Eventsb | IR/100 PY (95% CI) | |
|
| 799 | 57 |
| 814 | 46 |
|
| Joint/bursa | 825 | 2 | 0.24 (0.06, 0.97) | 836 | 3 | 0.36 (0.12, 1.11) |
| Cellulitis/skin | 820 | 13 | 1.59 (0.92, 2.73) | 833 | 9 | 1.08 (0.56, 2.08) |
| Sinusitis | 826 | 2 | 0.24 (0.06, 0.97) | 835 | 2 | 0.24 (0.06, 0.96) |
| Diverticulitis | 826 | 2 | 0.24 (0.06, 0.97) | 835 | 2 | 0.24 (0.06, 0.96) |
| Sepsis | 826 | 1 | 0.12 (0.02, 0.86) | 836 | 3 | 0.36 (0.12, 1.11) |
| Pneumonia | 821 | 15 | 1.83 (1.10, 3.03) | 833 | 9 | 1.08 (0.56, 2.08) |
| Bronchitis | 825 | 5 | 0.61 (0.25, 1.46) | 835 | 2 | 0.24 (0.06, 0.96) |
| Gastroenteritis | 825 | 4 | 0.48 (0.18, 1.29) | 834 | 5 | 0.60 (0.25, 1.44) |
| Meningitis/encephalitis | 827 | 0 | 0 (NC) | 837 | 1 | 0.12 (0.02, 0.85) |
| Urinary tract infection | 821 | 10 | 1.22 (0.66, 2.26) | 834 | 6 | 0.72 (0.32, 1.60) |
| Upper respiratory infection | 827 | 2 | 0.24 (0.06, 0.97) | 835 | 3 | 0.36 (0.12, 1.11) |
| Active tuberculosisc | 827 | 0 | 0 (NC) | 837 | 1 | 0.12 (0.02, 0.85) |
| Other | 823 | 7 | 0.85 (0.41, 1.78) | 832 | 9 | 1.08 (0.56, 2.08) |
|
| 819 | 14 |
| 831 | 14 |
|
| Opportunistic | 827 | 0 | 0 (NC) | 836 | 2 | 0.24 (0.06, 0.96) |
| Nonopportunistic | 822 | 8 | 0.97 (0.49, 1.95) | 835 | 4 | 0.48 (0.18, 1.28) |
| Unknown | 824 | 6 | 0.73 (0.33, 1.62) | 834 | 8 | 0.96 (0.48, 1.92) |
|
| 821 | 14 |
| 827 | 20 |
|
| Lymphoma | 827 | 0 | 0 (NC) | 836 | 2 | 0.24 (0.06, 0.96) |
| Breast cancer | 827 | 1 | 0.12 (0.02, 0.86) | 837 | 0 | 0 (NC) |
| Lung cancer | 827 | 2 | 0.24 (0.06, 0.97) | 837 | 0 | 0 (NC) |
| Skin cancer – melanoma | 827 | 0 | 0 (NC) | 836 | 2 | 0.24 (0.06, 0.96) |
| Skin cancer – basal/squamous | 825 | 4 | 0.48 (0.18, 1.29) | 833 | 8 | 0.96 (0.48, 1.92) |
| Other cancer | 823 | 7 | 0.85 (0.41, 1.78) | 833 | 8 | 0.96 (0.48, 1.92) |
|
| 819 | 17 |
| 829 | 17 |
|
| Myocardial infarction | 825 | 3 | 0.36 (0.12, 1.13) | 837 | 1 | 0.12 (0.02, 0.85) |
| TIA/stroke | 824 | 5 | 0.61 (0.25, 1.46) | 832 | 10 | 1.20 (0.65, 2.23) |
| Other cardiovascular eventd | 822 | 10 | 1.22 (0.65, 2.26) | 833 | 9 | 1.08 (0.56, 2.08) |
|
| ||||||
| Anaphylaxis/allergic reaction | 824 | 4 | 0.49 (0.18, 1.29) | 835 | 5 | 0.60 (0.25, 1.44) |
| Drug-induced SLE | 827 | 0 | 0 (NC) | 837 | 0 | 0 (NC) |
| Gastrointestinal perforation | 827 | 0 | 0 (NC) | 837 | 1 | 0.12 (0.02, 0.85) |
| Hepatic event | 827 | 0 | 0 (NC) | 834 | 4 | 0.48 (0.18, 1.28) |
| Progressive multifocal leukoencephalopathy | 827 | 0 | 0 (NC) | 837 | 0 | 0 (NC) |
| Other neurological event (with hospitalization)/other demyelinating disease | 827 | 0 | 0 (NC) | 837 | 0 | 0 (NC) |
| Spontaneous serious bleeding | 827 | 0 | 0 (NC) | 837 | 1 | 0.12 (0.02, 0.85) |
Abbreviations: AE Adverse events, PS Propensity score, CZP Certolizumab pegol, TNFi Tumor necrosis factor inhibitor, PY Patient-years, IR Incidence rate, NC Not calculable, CVE Cardiovascular event, TIA Transient ischemic attack, SLE Systemic lupus erythematosus
aTime at risk was measured from drug initiation up to either the occurrence of the first event of interest under that category, 90 days following discontinuation/switch of TNFi, or up to 12 months after drug initiation
bPatients may have experienced more than one AE, so the sum of individual conditions may be greater than the total number of first AEs for the overall categories; however, only the time to the first event was considered to calculate the corresponding IRs
cLatent tuberculosis was not included
dIncluded congestive heart failure with hospitalization, cardiac revascularization procedure, ventricular arrhythmia, cardiac arrest, acute coronary syndrome, unstable angina, hypertension with hospitalization, peripheral arterial thromboembolic event, urgent peripheral arterial revascularization, peripheral ischemia or gangrene (necrosis), and other CVEs