50 research outputs found
Transcriptomics-Based Network Medicine Approach Identifies Metformin as a Repurposable Drug for Atrial Fibrillation
Effective drugs for atrial fibrillation (AF) are lacking, resulting in significant morbidity and mortality. This study demonstrates that network proximity analysis of differentially expressed genes from atrial tissue to drug tar-gets can help prioritize repurposed drugs for AF. Using enrichment analysis of drug-gene signatures and functional testing in human inducible pluripotent stem cell (iPSC)-derived atrial-like cardiomyocytes, we identify metformin as a top repurposed drug candidate for AF. Using the active compactor, a new design analysis of large-scale longitudinal electronic health record (EHR) data, we determine that metformin use is significantly associated with a reduced risk of AF (odds ratio = 0.48, 95%, confidence interval [CI] 0.36- 0.64, p \u3c 0.001) compared with standard treatments for diabetes. This study utilizes network medicine meth-odologies to identify repurposed drugs for AF treatment and identifies metformin as a candidate drug
PITX2 Modulates Atrial Membrane Potential and the Antiarrhythmic Effects of Sodium-Channel Blockers.
BACKGROUND: Antiarrhythmic drugs are widely used to treat patients with atrial fibrillation (AF), but the mechanisms conveying their variable effectiveness are not known. Recent data suggested that paired like homeodomain-2 transcription factor (PITX2) might play an important role in regulating gene expression and electrical function of the adult left atrium (LA). OBJECTIVES: After determining LA PITX2 expression in AF patients requiring rhythm control therapy, the authors assessed the effects of Pitx2c on LA electrophysiology and the effect of antiarrhythmic drugs. METHODS: LA PITX2 messenger ribonucleic acid (mRNA) levels were measured in 95 patients undergoing thoracoscopic AF ablation. The effects of flecainide, a sodium (Na(+))-channel blocker, and d,l-sotalol, a potassium channel blocker, were studied in littermate mice with normal and reduced Pitx2c mRNA by electrophysiological study, optical mapping, and patch clamp studies. PITX2-dependent mechanisms of antiarrhythmic drug action were studied in human embryonic kidney (HEK) cells expressing human Na channels and by modeling human action potentials. RESULTS: Flecainide 1 μmol/l was more effective in suppressing atrial arrhythmias in atria with reduced Pitx2c mRNA levels (Pitx2c(+/-)). Resting membrane potential was more depolarized in Pitx2c(+/-) atria, and TWIK-related acid-sensitive K(+) channel 2 (TASK-2) gene and protein expression were decreased. This resulted in enhanced post-repolarization refractoriness and more effective Na-channel inhibition. Defined holding potentials eliminated differences in flecainide's effects between wild-type and Pitx2c(+/-) atrial cardiomyocytes. More positive holding potentials replicated the increased effectiveness of flecainide in blocking human Nav1.5 channels in HEK293 cells. Computer modeling reproduced an enhanced effectiveness of Na-channel block when resting membrane potential was slightly depolarized. CONCLUSIONS: PITX2 mRNA modulates atrial resting membrane potential and thereby alters the effectiveness of Na-channel blockers. PITX2 and ion channels regulating the resting membrane potential may provide novel targets for antiarrhythmic drug development and companion therapeutics in AF
Post-operative atrial fibrillation examined using whole-genome RNA sequencing in human left atrial tissue
HLA-DQA1*05 carriage associated with development of anti-drug antibodies to infliximab and adalimumab in patients with Crohn's Disease
Anti-tumor necrosis factor (anti-TNF) therapies are the most widely used biologic drugs for treating immune-mediated diseases, but repeated administration can induce the formation of anti-drug antibodies. The ability to identify patients at increased risk for development of anti-drug antibodies would facilitate selection of therapy and use of preventative strategies.This article is freely available via Open Access. Click on Publisher URL to access the full-text
Importance of long noncoding RNAs in the development and disease of skeletal muscle and cardiovascular lineages
Long-range regulatory interactions at the 4q25 atrial fibrillation risk locus involve PITX2c and ENPEP
Mechanisms and management of loss of response to anti-TNF therapy for patients with Crohn's disease: 3-year data from the prospective, multicentre PANTS cohort study
This is the final version. Available from Elsevier via the DOI in this record. Background We sought to report the effectiveness of infliximab and adalimumab over the first 3 years of treatment
and to define the factors that predict anti-TNF treatment failure and the strategies that prevent or mitigate loss of
response.
Methods Personalised Anti-TNF therapy in Crohn’s disease (PANTS) is a UK-wide, multicentre, prospective
observational cohort study reporting the rates of effectiveness of infliximab and adalimumab in anti-TNF-naive patients
with active luminal Crohn’s disease aged 6 years and older. At the end of the first year, sites were invited to enrol
participants still receiving study drug into the 2-year PANTS-extension study. We estimated rates of remission across
the whole cohort at the end of years 1, 2, and 3 of the study using a modified survival technique with permutation
testing. Multivariable regression and survival analyses were used to identify factors associated with loss of response
in patients who had initially responded to anti-TNF therapy and with immunogenicity. Loss of response was defined
in patients who initially responded to anti-TNF therapy at the end of induction and who subsequently developed
symptomatic activity that warranted an escalation of steroid, immunomodulatory, or anti-TNF therapy, resectional
surgery, or exit from study due to treatment failure. This study was registered with ClinicalTrials.gov, NCT03088449,
and is now complete.
Findings Between March 19, 2014, and Sept 21, 2017, 389 (41%) of 955 patients treated with infliximab and
209 (32%) of 655 treated with adalimumab in the PANTS study entered the PANTS-extension study (median age
32·5 years [IQR 22·1–46·8], 307 [51%] of 598 were female, and 291 [49%] were male). The estimated proportion of
patients in remission at the end of years 1, 2, and 3 were, for infliximab 40·2% (95% CI 36·7–43·7),
34·4% (29·9–39·0), and 34·7% (29·8–39·5), and for adalimumab 35·9% (95% CI 31·2–40·5), 32·9% (26·8–39·2),
and 28·9% (21·9–36·3), respectively. Optimal drug concentrations at week 14 to predict remission at any later
timepoints were 6·1–10·0 mg/L for infliximab and 10·1–12·0 mg/L for adalimumab. After excluding patients who
had primary non-response, the estimated proportions of patients who had loss of response by years 1, 2, and 3
were, for infliximab 34·4% (95% CI 30·4–38·2), 54·5% (49·4–59·0), and 60·0% (54·1–65·2), and for adalimumab
32·1% (26·7–37·1), 47·2% (40·2–53·4), and 68·4% (50·9–79·7), respectively. In multivariable analysis, loss of
response at year 2 and 3 for patients treated with infliximab and adalimumab was predicted by low anti-TNF drug
concentrations at week 14 (infliximab: hazard ratio [HR] for each ten-fold increase in drug concentration 0·45
[95% CI 0·30–0·67], adalimumab: 0·39 [0·22–0·70]). For patients treated with infliximab, loss of response was
also associated with female sex (vs male sex; HR 1·47 [95% CI 1·11–1·95]), obesity (vs not obese 1·62 [1·08–2·42]),
baseline white cell count (1·06 [1·02–1·11) per 1 × 10⁹ increase in cells per L), and thiopurine dose quartile. Among
patients treated with adalimumab, carriage of the HLA-DQA1*05 risk variant was associated with loss of response
(HR 1·95 [95% CI 1·17–3·25]). By the end of year 3, the estimated proportion of patients who developed anti-drug
antibodies associated with undetectable drug concentrations was 44·0% (95% CI 38·1–49·4) among patients
treated with infliximab and 20·3% (13·8–26·2) among those treated with adalimumab. The development of antidrug antibodies associated with undetectable drug concentrations was significantly associated with treatment
without concomitant immunomodulator use for both groups (HR for immunomodulator use: infliximab 0·40
[95% CI 0·31–0·52], adalimumab 0·42 [95% CI 0·24–0·75]), and with carriage of HLA-DQA1*05 risk variant for
infliximab (HR for carriage of risk variant: infliximab 1·46 [1·13–1·88]) but not for adalimumab (HR 1·60
[0·92–2·77]). Concomitant use of an immunomodulator before or on the day of starting infliximab was associated
with increased time without the development of anti-drug antibodies associated with undetectable drug
concentrations compared with use of infliximab alone (HR 2·87 [95% CI 2·20–3·74]) or introduction of an
immunomodulator after anti-TNF initiation (1·70 [1·11–2·59]). In years 2 and 3, 16 (4%) of 389 patients treated
with infliximab and 11 (5%) of 209 treated with adalimumab had adverse events leading to treatment withdrawal.
Nine (2%) patients treated with infliximab and two (1%) of those treated with adalimumab had serious infections
in years 2 and 3.
Interpretation Only around a third of patients with active luminal Crohn’s disease treated with an anti-TNF drug were
in remission at the end of 3 years of treatment. Low drug concentrations at the end of the induction period predict
loss of response by year 3 of treatment, suggesting higher drug concentrations during the first year of treatment,
particularly during induction, might lead to better long-term outcomes. Anti-drug antibodies associated with
undetectable drug concentrations of infliximab, but not adalimumab, can be predicted by carriage of HLA-DQA1*05
and mitigated by concomitant immunomodulator use for both drugs.Guts UKCrohn’s and Colitis UKCure Crohn’s ColitisAbbVieMerck Sharp and DohmeNapp PharmaceuticalsPfizerCelltrion Healthcar