JAK-inhibitors and risk on serious viral infection, venous thromboembolism and cardiac events in patients with rheumatoid arthritis: A protocol for a prevalent new-user cohort study using the Danish nationwide DANBIO register
PLOS ONE
STUDY PROTOCOL
JAK-inhibitors and risk on serious viral
infection, venous thromboembolism and
cardiac events in patients with rheumatoid
arthritis: A protocol for a prevalent new-user
cohort study using the Danish nationwide
DANBIO register
a1111111111
a1111111111
a1111111111
a1111111111
a1111111111
Maria Luisa Faquetti ID1☯, Enriqueta Vallejo-Yagüe ID1,2☯, René Cordtz3,4,
Lene Dreyer ID3,4,5‡, Andrea M. Burden ID1,6‡*
1 Institute of Pharmaceutical Sciences, ETH Zurich, Zurich, Switzerland, 2 Institute of Primary Health Care
(BIHAM), University of Bern, Bern, Switzerland, 3 Center of Rheumatic Research Aalborg, (CERRA), Aalborg
University Hospital, Aalborg, Denmark, 4 DANBIO Register, Aalborg, Denmark, 5 Clinical Institute, Aalborg
University, Aalborg, Denmark, 6 Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
☯ These authors contributed equally to this work.
‡ LD and AMB also contributed equally to this work.
*
OPEN ACCESS
Citation: Faquetti ML, Vallejo-Yagüe E, Cordtz R,
Dreyer L, Burden AM (2023) JAK-inhibitors and
risk on serious viral infection, venous
thromboembolism and cardiac events in patients
with rheumatoid arthritis: A protocol for a prevalent
new-user cohort study using the Danish
nationwide DANBIO register. PLoS ONE 18(7):
e0288757. https://doi.org/10.1371/journal.
pone.0288757
Editor: Ryu Watanabe, Osaka Metropolitan
University, JAPAN
Received: March 30, 2023
Accepted: July 4, 2023
Published: July 27, 2023
Peer Review History: PLOS recognizes the
benefits of transparency in the peer review
process; therefore, we enable the publication of
all of the content of peer review and author
responses alongside final, published articles. The
editorial history of this article is available here:
https://doi.org/10.1371/journal.pone.0288757
Copyright: © 2023 Faquetti et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Abstract
Janus Kinase inhibitors (JAKis) are targeted synthetic disease-modifying antirheumatic drugs
and represent an important alternative to treat patients with moderate to high rheumatoid arthritis (RA) disease activity. Safety concerns associated with increased risk for venous thromboembolism (VTE), serious viral infection, and, more recently, major adverse cardiovascular
events (MACE) in JAKi users have emerged worldwide. However, as the exact mechanisms to
explain these safety concerns remain unclear, the increased risk of VTE, MACE, and serious
viral infection in JAKi users is heavily debated. In light of the need to enrich the safety profile of
JAKis in real-world data, we aim to quantify the incidence and risk of MACE, VTE, and serious
viral infections in RA patients registered in the Danish DANBIO registry, a nationwide registry
of biological therapies used in rheumatology. Therefore, we will conduct a population-based
cohort study using a prevalent new-user design. We will identify all RA patients in the DANBIO,
� 18 years old, receiving a JAKi or a tumor necrosis factor α inhibitor (TNF-αi) from January
2017 to December 2022. Prevalent and new users of JAKis will be matched to TNF-αi comparators with similar exposure history using time-conditional propensity scores (TCPS). We will
describe the cumulative incidence of the outcomes (VTE, MACE, serious viral infection) in
each exposure group (JAKi users; TNF-αi users), stratified by outcome type. Additionally, the
Aalen-Johansen method will be used to estimate the time-to-event survival function stratified
by outcome type. We will also estimate the hazard ratio (HR) with 95% confidence interval (CI)
of each outcome in both exposure groups using the time-dependent Cox proportional hazards
model. Results will enrich the safety profile of JAKis in real-world data.
PLOS ONE | https://doi.org/10.1371/journal.pone.0288757 July 27, 2023
1 / 15
PLOS ONE
Data Availability Statement: Due to restrictions
imposed by the data provider, Statistics Denmark,
the authors are not permitted to share the
deidentified data. Data requests for future use will
be handled by Statistics Denmark, (https://www.
dst.dk/en). Additionally, further information on how
to access the DANBIO data is available on their
website (https://danbio-online.dk/front-page).
Funding: The author(s) received no specific
funding for this work.
Competing interests: RC has received a consultant
fee from Galapagos and is employed by IQVIA
outside of the present work. LD has received
research grant (paid to her institution) from BMS
outside the current manuscript. LD is a member of
the steering committee of the Danish
Rheumatology Quality Registry (DANBIO, DRQ),
which receives public funding from the hospital
owners and funding from pharmaceutical
companies. MLF, EVY, AMB declare no competing
interests. This does not alter our adherence to
PLOS ONE policies on sharing data and materials.
JAK-inhibitors and risk on adverse events: A protocol for a prevalent new-user cohort study using the DANBIO
Introduction
Janus Kinase inhibitor (JAKi) drugs are novel targeted synthetic disease-modifying antirheumatic drugs (tsDMARDs) and represent an important alternative to treat patients with moderate-to-serious rheumatoid arthritis (RA) disease [1]. The JAKis target kinases of the JAK
family (JAK1, JAK2, JAK3, and non-receptor tyrosine-protein kinase TYK2), inhibiting the
production of multiple pro-inflammatory cytokines, such as interleukin (IL)-6, IL-10, and
interferon IFN-γ [2, 3]. For the treatment of RA, JAKi drugs with different affinities for one or
more JAK enzymes have been approved worldwide, such as tofacitinib, baricitinib, and updacitinib. While tofacitinib, for example, preferentially inhibits JAK1 and JAK3, baricitinib is
designed to target JAK1 and JAK2, and upadacitinib is selective for JAK1 [3–5]. However,
safety concerns on the increased risk of serious viral infections, venous thromboembolism
(VTE), and major adverse cardiovascular events (MACE) associated with JAKis have emerged
worldwide, regardless of their selectivity [6–12].
Patients with rheumatoid arthritis (RA) have increased risk of serious infection, thrombosis
and cardiovascular risk factors [13–15]. An increasing amount of literature suggests that the
use of JAKi drug may further increase the risk of cardiovascular diseases (e.g., increased serum
lipid levels) and, thus, potentially increased the risk of MACE [11, 16–18]. Nevertheless, the
underlying mechanism of cardiovascular outcomes due to JAKis use is not fully understood.
Recent analyses of thromboembolic events as suspected adverse drug reactions for JAKis using
real-world data support the need to investigate further this potential safety issue on different
drugs of this class [8, 19]. While, conversely, integrated analyses of randomized clinical trials
(RCTs) of JAKis did not reveal (...truncated)