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1.
EClinicalMedicine ; 74: 102712, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39050107

ABSTRACT

Background: The management of warfarin therapy presents clinical challenges due to its narrow therapeutic index. We aimed to evaluate the comparative effectiveness of different management strategies in patients using warfarin. Methods: PubMed, Embase, Cochrane CENTRAL, CINAHL, and EBSCO Open Dissertation were searched from inception to 8 May 2024. Randomized controlled trials that compared the following interventions: patient self-management (PSM), patient self-testing (PST), anticoagulation management services (AMS), and usual care in patients prescribed warfarin for any indication were included. Risk ratios (RR) with 95% confidence interval (CI) were estimated using a random-effects model. Surface under the cumulative ranking curves (SUCRA) were used to rank different interventions. The certainty of evidence was assessed using the Confidence in Network Meta-Analysis (CINeMA) online platform. This study is registered with PROSPERO (CRD42023491978). Findings: Twenty-eight trials involving 8100 participants were included, with follow-up periods of 1-24 months. Mean warfarin dosages were 4.9-7.2 mg/day. Only PSM showed a significant reduction of major TE risk compared with usual care (RR = 0.41; 95% CI: 0.24, 0.71; I2 = 0.0%) with moderate certainty of evidence. The 97.6% SUCRA also supported the beneficial effects of PSM over other interventions. The combined direct and indirect evidence showed significantly higher TTR in PSM compared with usual care (MD = 7.39; 95% CI: 2.39, 12.39), with very low certainty. However, direct evidence showed non-significant TTR improvement (MD = 6.49; 95% CI: -3.09, 16.07, I2 = 96.1%). No differences across various strategies were observed in all-cause mortality, major bleeding, stroke, transient ischemic attack, and hospitalization. Interpretation: PSM reduces the risk of major TE events compared with usual care, tends to improve anticoagulation control, and should be considered where appropriate. Funding: Agency for Healthcare Research and Quality (grant ID 5R18HS027960).

3.
Pediatr Pulmonol ; 59(3): 584-591, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38038058

ABSTRACT

BACKGROUND: Rates of venous thromboembolism (VTE) are increasing in people with cystic fibrosis (PwCF). Providers treating VTE in PwCF have reported low confidence concerning anticoagulant drug selection, dose, duration, and drug-drug interactions. As there are currently no published reports regarding management of VTE in PwCF, our objective was to describe the management of VTE in PwCF. METHODS: PwCF and VTE at the University of Utah Health were identified through electronic medical record searches. Patients were categorized into one of three treatment groups: warfarin, direct oral anticoagulant (DOAC), and low molecular weight heparin (LMWH). The primary outcome was episodes of major bleeding. Secondary outcomes included clinically relevant nonmajor (CRNM) bleeding. RESULTS: Nine PwCF with a total of 12 unique VTE episodes were included in the study, with all but one episode associated with a peripherally inserted central catheter (PICC). Of the 12 VTE cases, 25% were treated with warfarin, 50% with a DOAC, and 25% with LMWH. There were no episodes of major bleeding and only one episode of CRNM bleeding (Hemoptysis) in the LMWH group. All anticoagulant doses and durations generally followed guidelines for persons without CF. DOACs were the most common VTE treatment, at doses and duration consistent with guidelines for persons without CF, with no major or CRNM bleeding. CONCLUSION: VTE treatment in PwCF is generally consistent with guidelines for persons without CF with low rates of bleeding. DOACs are a potential option for treatment of VTE in PwCF, but more research is needed.


Subject(s)
Cystic Fibrosis , Neoplasms , Venous Thromboembolism , Humans , Heparin, Low-Molecular-Weight/therapeutic use , Heparin, Low-Molecular-Weight/adverse effects , Warfarin/therapeutic use , Venous Thromboembolism/drug therapy , Cystic Fibrosis/complications , Cystic Fibrosis/drug therapy , Anticoagulants/therapeutic use , Hemorrhage/etiology , Hemorrhage/therapy , Neoplasms/complications
4.
Hosp Pediatr ; 14(1): 11-20, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-38053467

ABSTRACT

OBJECTIVES: Early warning scores detecting clinical deterioration in pediatric inpatients have wide-ranging performance and use a limited number of clinical features. This study developed a machine learning model leveraging multiple static and dynamic clinical features from the electronic health record to predict the composite outcome of unplanned transfer to the ICU within 24 hours and inpatient mortality within 48 hours in hospitalized children. METHODS: Using a retrospective development cohort of 17 630 encounters across 10 388 patients, 2 machine learning models (light gradient boosting machine [LGBM] and random forest) were trained on 542 features and compared with our institutional Pediatric Early Warning Score (I-PEWS). RESULTS: The LGBM model significantly outperformed I-PEWS based on receiver operating characteristic curve (AUROC) for the composite outcome of ICU transfer or mortality for both internal validation and temporal validation cohorts (AUROC 0.785 95% confidence interval [0.780-0.791] vs 0.708 [0.701-0.715] for temporal validation) as well as lead-time before deterioration events (median 11 hours vs 3 hours; P = .004). However, LGBM performance as evaluated by precision recall curve was lesser in the temporal validation cohort with associated decreased positive predictive value (6% vs 29%) and increased number needed to evaluate (17 vs 3) compared with I-PEWS. CONCLUSIONS: Our electronic health record based machine learning model demonstrated improved AUROC and lead-time in predicting clinical deterioration in pediatric inpatients 24 to 48 hours in advance compared with I-PEWS. Further work is needed to optimize model positive predictive value to allow for integration into clinical practice.


Subject(s)
Clinical Deterioration , Early Warning Score , Child , Humans , Retrospective Studies , Machine Learning , Child, Hospitalized , ROC Curve
5.
Pharmacotherapy ; 44(3): 224-230, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38088033

ABSTRACT

STUDY OBJECTIVE: The objective of the study was to assess clinical outcomes (composite of any venous thromboembolism [VTE], any bleeding, and mortality) associated with anti-Xa monitoring in the 30 days following enoxaparin initiation for VTE prophylaxis. DESIGN: Retrospective cohort study. SETTING: Hospital within an academic healthcare system. PATIENTS: Propensity score-matched hospitalized adults receiving enoxaparin for VTE prophylaxis. INTERVENTION: Low-molecular-weight heparin anti-Xa monitoring. MEASUREMENTS AND MAIN RESULTS: During the 13-month study period, a total of 6611 patients received enoxaparin for VTE prophylaxis, 301 in the anti-Xa monitored group and 6310 in the unmonitored group (4.6% received monitoring). The mean age was 52.9 years and 52% of patients were male. The mean body mass index was 31 kg/m2 and the mean creatinine clearance was 109 mL/min. Twenty percent of patients had active cancer. The most common indication for enoxaparin prophylaxis was hospitalization for medical illness (52%) followed by nonorthopedic surgery (37%). The adjusted odds ratio for the primary outcome comparing monitored to unmonitored patients was 1.26 (95% confidence interval, 0.75-2.11). None of the between-group differences in the individual components of the composite outcome were statistically significant. CONCLUSIONS: Thirty-day clinical outcomes in patients receiving enoxaparin for VTE prophylaxis were not improved by anti-Xa monitoring. Our results support current evidence-based guideline recommendations against anti-Xa monitoring for patients receiving enoxaparin for VTE prophylaxis.


Subject(s)
Enoxaparin , Venous Thromboembolism , Adult , Humans , Male , Middle Aged , Female , Enoxaparin/therapeutic use , Venous Thromboembolism/prevention & control , Venous Thromboembolism/drug therapy , Retrospective Studies , Anticoagulants/therapeutic use , Heparin, Low-Molecular-Weight
6.
Ann Vasc Surg ; 98: 388-397, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37390965

ABSTRACT

BACKGROUND: Dysfunctional ejaculation is a common complication following open aortoiliac aneurysm surgery. It may occur in 49-63% of patients and is caused by iatrogenic damage to the sympathetic lumbar splanchnic nerves and superior hypogastric plexus. A nerve-preserving operative technique based on a unilateral right-sided approach to the abdominal aorta, was implemented in clinical practice. The aim of this pilot study was to establish the safety and feasibility of the technique, and whether a sympathetic pathway and ejaculatory function was preserved. METHODS: Patients were asked to fill out questionnaires preoperatively, and 6 weeks, 6 months, and 9 months postoperatively. The International Index of Erectile Function, Cleveland Clinic Incontinence Score (CCIS), Patient assessment of constipation symptoms (Pac-Sym), and International Consultation on Incontinence Questionnaire on male lower urinary tract symptoms were used. Surgeons were asked to complete a technical feasibility questionnaire. RESULTS: Twenty-four patients undergoing aortoiliac aneurysm surgery were included. The nerve-sparing phase of the procedure added an average of 5-10 min of operating time and was technically feasible in twenty-two patients. No major complications occurred during nerve-sparing exposure. Fifteen of twenty-four patients were sexually active at some point throughout the study. No postoperative loss of ejaculation was seen in sexually active patients. CCIS, Pac-sym, International Index of Erectile Function, and Incontinence Questionnaire on male lower urinary tract symptoms scores remained similar throughout the study. CONCLUSIONS: Nerve-preserving aortoiliac reconstruction surgery is safe and feasible. Ejaculatory function is preserved. Given the low number of patients in the study, further research is needed to provide robust data.


Subject(s)
Aneurysm , Erectile Dysfunction , Lower Urinary Tract Symptoms , Urinary Incontinence , Humans , Male , Pilot Projects , Feasibility Studies , Treatment Outcome , Lower Urinary Tract Symptoms/complications , Aneurysm/complications
7.
Chem Sci ; 14(47): 13783-13798, 2023 Dec 06.
Article in English | MEDLINE | ID: mdl-38075652

ABSTRACT

Li-ion batteries have a potential risk of thermal runaway. Current safety evaluations in academia and industry rely on experiments or semi-empirical simulations. This limits the understanding of processes leading to or occurring during thermal runaway and how chemical species and impurities can impact them. The limited (quantitative) understanding in turn hinders a holistic safety assessment and optimisation of countermeasures through design or operation. The here presented thermal-runaway model contains a detailed degradation reaction network, which allows the impact of chemical species and impurities on thermal runaway to be studied. We set a particular focus on water impurities and solid-electrolyte interphase (SEI) properties, as both are known to impact life-time of batteries. SEI composition and thickness change during ageing, which is shown here to impact battery safety significantly. The model can reproduce reported experimental behaviour: aged cells are more safe, as they start self-heating, i.e. heat production without an external heat source, at 15-20 °C higher temperatures than fresh cells. Our model suggests a thick inorganic and thus less reactive SEI as the underlying cause. Furthermore, we could show that extensive electrode drying to remove water impurities before building battery cells will not significantly improve safety characteristics. In contrast, electrodes not subjected to any drying procedure cause an earlier start of the self-heating phase, i.e. have a higher risk of thermal runaway. These insights into the sensitivity to thermal runaway allow robust methods to be tailored for its prevention, from controlling battery and SEI properties during production to adjusting safety assessment for effects of ageing.

8.
J Thromb Thrombolysis ; 56(4): 511-513, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37548901

ABSTRACT

Warfarin patient self-management (PSM) is when a patient independently manages their warfarin therapy using a decision-support tool provided by their anticoagulation provider. Clinical trials of PSM, conducted predominantly in Europe, have consistently demonstrated superior efficacy without compromising safety. However, the evidence-based practice of PSM is rarely utilized in the United States (U.S.). We describe initiatives completed to implement a successful PSM program among experienced warfarin-taking patients in a U.S. academic health system by overcoming perceived barriers. The results showed PSM resulted in similar or improved INR control, and an estimated 68% reduction in pharmacist workload.


Subject(s)
Self-Management , Warfarin , Humans , Warfarin/therapeutic use , International Normalized Ratio , Anticoagulants/therapeutic use , Blood Coagulation , Pharmacists
9.
JAMA Netw Open ; 6(7): e2321971, 2023 Jul 03.
Article in English | MEDLINE | ID: mdl-37410461

ABSTRACT

Importance: Anticoagulation management services (AMSs; ie, warfarin clinics) have evolved to include patients treated with direct oral anticoagulants (DOACs), but it is unknown whether DOAC therapy management services improve outcomes for patients with atrial fibrillation (AF). Objective: To compare outcomes associated with 3 DOAC care models for preventing adverse anticoagulation-related outcomes among patients with AF. Design, Setting, and Participants: This retrospective cohort study included 44 746 adult patients with a diagnosis of AF who initiated oral anticoagulation (DOAC or warfarin) between August 1, 2016, and December 31, 2019, in 3 Kaiser Permanente (KP) regions. Statistical analysis was conducted from August 2021 through May 2023. Exposures: Each KP region used an AMS to manage warfarin but used distinct approaches to DOAC care: (1) usual care (UC) by the prescribing clinician, (2) UC plus an automated population management tool (PMT), or (3) pharmacist-managed AMS care. Propensity scores and inverse probability of treatment weights (IPTWs) were estimated. Direct oral anticoagulant care models were first indirectly compared using warfarin as a common comparator within each region and then directly compared across regions. Main Outcomes and Measures: Patients were followed up until the first occurrence of an outcome (composite of thromboembolic stroke, intracranial hemorrhage, other major bleeding, or death), discontinuation of KP membership, or December 31, 2020. Results: Overall, 44 746 patients were included: 6182 in the UC care model (3297 DOAC; 2885 warfarin), 33 625 in the UC plus PMT care model (21 891 DOAC; 11 734 warfarin), and 4939 in the AMS care model (2089 DOAC; 2850 warfarin). Baseline characteristics (mean [SD] age, 73.1 [10.6] years, 56.1% male, 67.2% non-Hispanic White, median CHA2DS2-VASc [congestive heart failure, hypertension, age ≥75 years, diabetes, stroke, vascular disease, age 65-74 years, female sex] score of 3 [IQR, 2-5]) were well balanced after IPTW. Over a median follow-up of 2 years, patients who received the UC plus PMT or AMS care model did not have significantly better outcomes than those who received UC. The incidence rate of the composite outcome was 5.4% per year for DOAC and 9.1% per year for warfarin for those in the UC group, 6.1% per year for DOAC and 10.5% per year for those in the UC plus PMT group, and 5.1% per year for DOAC and 8.0% per year for those in the AMS group. The IPTW-adjusted hazard ratios (HRs) for the composite outcome comparing DOAC vs warfarin were 0.91 (95% CI, 0.79-1.05) in the UC group, 0.85 (95% CI, 0.79-0.90) in the UC plus PMT group, and 0.84 (95% CI, 0.72-0.99) in the AMS group (P = .62 for heterogeneity across care models). When directly comparing patients receiving DOAC, the IPTW-adjusted HR was 1.06 (95% CI, 0.85-1.34) for the UC plus PMT group vs the UC group and 0.85 (95% CI, 0.71-1.02) for the AMS group vs the UC group. Conclusions and Relevance: This cohort study did not find appreciably better outcomes for patients receiving DOAC who were managed by either a UC plus PMT or AMS care model compared with UC.


Subject(s)
Atrial Fibrillation , Stroke , Humans , Male , Female , Adult , Aged , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Atrial Fibrillation/diagnosis , Warfarin/adverse effects , Cohort Studies , Retrospective Studies , Anticoagulants/adverse effects , Stroke/etiology , Stroke/prevention & control , Stroke/diagnosis
10.
Sci Rep ; 13(1): 10937, 2023 07 06.
Article in English | MEDLINE | ID: mdl-37414965

ABSTRACT

To date, evidence on optimal anticoagulant options in patients with AF who concurrently have active cancer remains elusive. To describe anticoagulant patterns and clinical outcomes among patients with a concomitant diagnosis of AF and cancer. Data were obtained from the University of Utah and Huntsman Cancer Institute (HCI) Hospitals. Patients were included if they had diagnosis of AF and cancer. Outcome was type and pattern of anticoagulant. Clinical outcomes were stroke, bleeding and all-cause mortality. From October 1999 to December 2020, there were 566 AF patients who concurrently had active cancer. Mean age ± standard deviation was 76.2 ± 10.7 and 57.6% were males. Comparing to warfarin, patients who received direct oral anticoagulant (DOACs) were associated with similar risk of stroke (adjusted hazard ratio, aHR 0.8, 95% confidence interval [CI] 0.2-2.7, P = 0.67). On contrary, those who received low-molecular-weight heparin (LMWH) were associated with significantly higher risk of stroke comparing to warfarin (aHR 2.4, 95% CI 1.0-5.6, P = 0.04). Comparing to warfarin, DOACs and LMWH was associated with similar risk of overall bleeding with aHR 1.1 (95% CI 0.7-1.6, P = 0.73) and aHR 1.1 (95% CI 0.6-1.7, P = 0.83), respectively. Patients who received LMWH but not DOACs were associated with increased risk of death as compared to warfarin, aHR 4.5 (95% CI 2.8-7.2, P < 0.001) and 1.2 (95% CI 0.7-2.2, P = 0.47). In patients with active cancer and AF, LMWH, compared to warfarin, was associated with an increased risk of stroke and all-cause mortality. Furthermore, DOACs was associated with similar risk of stroke, bleeding and death as compared to warfarin.


Subject(s)
Atrial Fibrillation , Neoplasms , Stroke , Male , Humans , Female , Anticoagulants/adverse effects , Warfarin/adverse effects , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Atrial Fibrillation/diagnosis , Heparin, Low-Molecular-Weight/therapeutic use , Stroke/etiology , Stroke/prevention & control , Stroke/diagnosis , Hemorrhage/drug therapy , Administration, Oral , Neoplasms/complications , Neoplasms/drug therapy , Neoplasms/chemically induced
11.
BMC Cardiovasc Disord ; 23(1): 117, 2023 03 08.
Article in English | MEDLINE | ID: mdl-36890452

ABSTRACT

BACKGROUND: Antithrombotic guidelines for patients undergoing percutaneous coronary interventions (PCIs) and also requiring anticoagulant medications are evolving. This study describes changes to antithrombotic therapy and associated outcomes 12-months following PCI in patients requiring ongoing anticoagulation therapy. METHODS: Records of patients identified from queries of electronic medical records were manually reviewed to verify changes to antithrombotic therapy from discharge to 12-months and at 12-months following PCI, and episodes of major bleeding, clinically relevant non-major bleeding (CRNMB), major adverse cardiovascular or neurological events (MACNE), and all-cause mortality outcomes during an additional 6-months follow-up. RESULTS: Patients (n = 120) receiving anticoagulation therapy at 12-months post PCI were classified into the following groups according to antiplatelet therapy status: no antiplatelet therapy (n = 16), single antiplatelet therapy (SAPT) (n = 85), and dual antiplatelet therapy (DAPT) (n = 19). Between 12- and 18-months following PCI there were 2 major bleeds, 7 CRNMB, 6 MACNE, 2 venous thromboembolisms, and 5 deaths. All but one bleeding episode occurred in the SAPT group. The odds of remaining on DAPT at 12-months were higher in patients who had PCI for acute coronary syndrome (odds ratio [OR] 2.91, 95% confidence interval [CI] 0.96, 8.77), and in those experiencing MACNE in the 12-months following PCI (OR 1.95, 95% CI 0.67, 5.66), but these associations were not statistically significant. CONCLUSION: Most anticoagulated patients were continued on antiplatelet therapy 12-months post PCI. Bleeding was numerically more common in anticoagulated patients continuing SAPT therapy beyond 12 months. There was significant variability in antithrombotic prescribing patterns 12-months post PCI suggesting a potential opportunity for standardizing care in this patient population.


Subject(s)
Atrial Fibrillation , Percutaneous Coronary Intervention , Humans , Platelet Aggregation Inhibitors/adverse effects , Fibrinolytic Agents/therapeutic use , Percutaneous Coronary Intervention/adverse effects , Atrial Fibrillation/drug therapy , Treatment Outcome , Anticoagulants/adverse effects , Hemorrhage/chemically induced , Stents , Drug Therapy, Combination
12.
J Thromb Thrombolysis ; 55(4): 700-709, 2023 May.
Article in English | MEDLINE | ID: mdl-36977918

ABSTRACT

Models of care for managing direct oral anticoagulant (DOAC) therapy are evolving. Little is known of what services are provided by anticoagulation managements services (AMS) for DOACs, or what necessitates comprehensive DOAC management and what differentiates it from usual care. The purpose of this scoping review was to describe services, management, or monitoring of DOACs distinct from prescriber-managed or usual care of DOACs. This scoping review reported followed the 2018 Preferred Reporting Items for Systematic Review and Meta-Analyses extension for scoping reviews (PRISMA-ScR). We searched PubMed, CINAHL, and EMBASE from inception to November 2020 to identify articles of interest. No language restriction was applied. Articles were included if they provided a description of DOAC management services, and described longitudinal anticoagulation follow-up that occurred in ambulatory care, community, or outpatient-related settings. Data was extracted from a total of 23 articles. The specific types of DOAC management interventions provided varied across the included studies. Nearly all studies described some form of DOAC therapy appropriateness assessment. Other common interventions included assessments of DOAC therapy compliance, adverse event triage and management, assessment of DOAC dosing appropriateness, periprocedural management of DOAC therapy, educational interventions, and renal function monitoring. A variety of DOAC management interventions were identified, but additional studies are needed to help health systems decide whether specific interventions performed by dedicated services are preferred over the usual care provided by clinicians prescribing DOAC therapy.


Subject(s)
Anticoagulants , Blood Coagulation , Humans , Anticoagulants/adverse effects , Ambulatory Care , Administration, Oral
13.
Am J Med ; 136(6): 523-533, 2023 06.
Article in English | MEDLINE | ID: mdl-36803697

ABSTRACT

In clinical practice, direct oral anticoagulants (DOACs) are increasingly used for venous thromboembolism treatment and prevention. A substantial proportion of patients with venous thromboembolism are also obese. International guidance published in 2016 stated that DOACs could be used in standard doses in patients with obesity up to a body mass index (BMI) of 40 kg/m2, but should not be used in those with severe obesity (BMI >40 kg/m2) owing to limited supporting data at the time. Although updated guidance in 2021 removed this limitation, some health care providers still avoid DOACs even in patients with lower levels of obesity. Furthermore, there are still evidence gaps regarding treatment of severe obesity, the role of peak and trough DOAC levels in these patients, use of DOACs after bariatric surgery, and appropriateness of DOAC dose reduction in the setting of secondary venous thromboembolism prevention. This document describes proceedings and outcomes of a multidisciplinary panel convened to review these and other key issues regarding DOAC use for treatment or prevention of venous thromboembolism in individuals with obesity.


Subject(s)
Obesity, Morbid , Venous Thromboembolism , Humans , Venous Thromboembolism/drug therapy , Venous Thromboembolism/prevention & control , Venous Thromboembolism/complications , Obesity, Morbid/complications , Consensus , Hemorrhage/chemically induced , Neoplasm Recurrence, Local , Anticoagulants/therapeutic use , Obesity/complications , Administration, Oral
14.
Thromb Res ; 232: 163-167, 2023 12.
Article in English | MEDLINE | ID: mdl-36446659

ABSTRACT

PURPOSE: Antiphospholipid Antibody Syndrome (APS) is a complex autoimmune disorder that includes a combination of laboratory criteria and clinical events (thrombosis, pregnancy complications). Accurate classification is essential, as APS patients may have limited oral anticoagulant options and requires indefinite anticoagulation. The prevalence of inaccurate APS misclassification is unknown. This study sought to determine the proportion of patients in an academic health-system who formally met APS criteria. METHODS: This retrospective cohort study included any patient within the University of Utah Health system who had an International Classification of Diseases-10 code for APS, between January 1, 2016 and June 30, 2020. Manual chart review was performed to assess the appropriateness of the APS classification by laboratory and clinical criteria. RESULTS: Of the 184 patients identified, 59 (32.1 %) formally met APS criteria, while 69 (37.5 %) did not meet criteria. The remaining 56 (30.4 %) patients lacked enough information in their medical records to decide on appropriateness of APS classification. The most prevalent reason for inappropriate APS classification in the 69 patients identified was incorrect interpretation of lab values as positive (62; 89.9 %), followed by lack of repeat confirmation testing (32; 46.4 %). CONCLUSION: The results of this single-center study indicate that only one-third of patients with presumed APS met classification criteria. This was predominantly due to incorrect collection or interpretation of APS laboratory data. One-third had insufficient medical record data to determine APS classification, which impairs clinical decision-making. This suggests more education or implementation of anticoagulation stewardship is needed to ensure accurate APS classification and proper management of anticoagulation therapy.


Subject(s)
Antiphospholipid Syndrome , Thrombosis , Pregnancy , Female , Humans , Antiphospholipid Syndrome/diagnosis , Antiphospholipid Syndrome/epidemiology , Antiphospholipid Syndrome/complications , Prevalence , Retrospective Studies , Anticoagulants/therapeutic use , Thrombosis/etiology
15.
J Thromb Thrombolysis ; 55(1): 185-188, 2023 Jan.
Article in English | MEDLINE | ID: mdl-35442003

ABSTRACT

Direct oral anticoagulants (DOACs) are standard of care for venous thromboembolism (VTE) treatment and stroke prevention in atrial fibrillation (AF). Adding antiplatelet therapy (APT) to an oral anticoagulant (OAC) causes a 2-fold increase in major bleeding. As such, recent guidelines recommend limiting the duration and indication of combined therapy in patients already on an OAC. Despite these recommendations, approximately one-third of anticoagulated patients are prescribed concomitant APT. University of Utah Health patients receiving DOAC + APT between August 1, 2019 and November 30, 2019 were included. These were categorized into four groups by APT indication: primary atherosclerotic cardiovascular disease (ASCVD) prevention, ASCVD-no percutaneous coronary intervention (PCI), ASCVD-PCI ≤ 12 months prior, ASCVD-PCI > 12 months prior. The primary outcome was the proportion of DOAC patients receiving concomitant APT for each indication. During the study period, 347 patients received DOAC + APT, primarily for AF (59.1%) or VTE (33.1%), and the most common DOAC was apixaban (76.7%).The most common indication for APT was ASCVD-no PCI (47.3%), followed by ASCVD-PCI > 12 months prior (30.8%), primary ASCVD prevention (18.7%), and ASCVD-PCI ≤ 12 months prior (1.7%). Five patients (1.4%) were on APT with unclear indication. Based on recent guidelines limiting indications and duration of APT added to anticoagulation, over 95% of patients in this single-center study warranted re-assessment of APT indication, with stable ASCVD and primary prevention being prime targets for APT de-prescribing. This study highlights the tremendous potential to improve patient safety and reduce bleeding harm.


Subject(s)
Atrial Fibrillation , Venous Thromboembolism , Humans , Platelet Aggregation Inhibitors/adverse effects , Venous Thromboembolism/drug therapy , Venous Thromboembolism/prevention & control , Venous Thromboembolism/complications , Anticoagulants/adverse effects , Hemorrhage/chemically induced , Hemorrhage/drug therapy , Atrial Fibrillation/drug therapy , Atrial Fibrillation/complications , Administration, Oral
16.
Clin Infect Dis ; 76(2): 299-306, 2023 01 13.
Article in English | MEDLINE | ID: mdl-36125084

ABSTRACT

BACKGROUND: Human immunodeficiency virus (HIV) pre-exposure prophylaxis (PrEP) is underutilized in the southern United States. Rapid identification of individuals vulnerable to diagnosis of HIV using electronic health record (EHR)-based tools may augment PrEP uptake in the region. METHODS: Using machine learning, we developed EHR-based models to predict incident HIV diagnosis as a surrogate for PrEP candidacy. We included patients from a southern medical system with encounters between October 2014 and August 2016, training the model to predict incident HIV diagnosis between September 2016 and August 2018. We obtained 74 EHR variables as potential predictors. We compared Extreme Gradient Boosting (XGBoost) versus least absolute shrinkage selection operator (LASSO) logistic regression models, and assessed performance, overall and among women, using area under the receiver operating characteristic curve (AUROC) and area under precision recall curve (AUPRC). RESULTS: Of 998 787 eligible patients, 162 had an incident HIV diagnosis, of whom 49 were women. The XGBoost model outperformed the LASSO model for the total cohort, achieving an AUROC of 0.89 and AUPRC of 0.01. The female-only cohort XGBoost model resulted in an AUROC of 0.78 and AUPRC of 0.00025. The most predictive variables for the overall cohort were race, sex, and male partner. The strongest positive predictors for the female-only cohort were history of pelvic inflammatory disease, drug use, and tobacco use. CONCLUSIONS: Our machine-learning models were able to effectively predict incident HIV diagnoses including among women. This study establishes feasibility of using these models to identify persons most suitable for PrEP in the South.


Subject(s)
HIV Infections , Pre-Exposure Prophylaxis , Humans , Male , Female , United States/epidemiology , HIV , Electronic Health Records , Machine Learning , Pre-Exposure Prophylaxis/methods , HIV Infections/diagnosis , HIV Infections/epidemiology , HIV Infections/prevention & control
17.
J Thromb Thrombolysis ; 55(2): 355-364, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36564588

ABSTRACT

The few studies that compared direct oral anticoagulants (DOAC) vs. warfarin in the setting of advanced renal insufficiency have focused on patients with atrial fibrillation. The purpose of this observational, matched, cohort study of patients was to assess the effectiveness and safety of DOAC vs. warfarin for the treatment of venous thromboembolism (VTE) among patients with a creatinine clearance (CrCl) < 30 mL/min. This observational, cohort study included patients with VTE and CrCl < 30 mL/min who were newly initiated on a DOAC or warfarin between January 1, 2016 and December 31, 2020. DOAC patients were matched up to 1:2 to warfarin patients. Primary outcome was a composite of recurrent VTE, clinically-relevant bleeding, ischemic stroke, and all-cause mortality. Adjusted conditional, multivariate Cox proportional hazards modeling was used to assess outcomes. 626 DOAC patients were matched to 1071 warfarin patients. DOAC patients had a higher mean age, higher mean baseline CrCl, and were less likely to have been receiving dialysis. There was no statistically significant difference in the composite outcome between groups (adjusted hazard ratio [aHR] 1.13, 95% confidence interval [CI] 0.87-1.47) or in the individual components of the composite (all HR 95% CI crossed 1.00). Identification of statistically non-significant rates of bleeding and thromboembolic outcomes suggest that the use of DOAC or warfarin is reasonable in patients with VTE and CrCl < 30 mL/min.


Subject(s)
Atrial Fibrillation , Venous Thromboembolism , Humans , Warfarin/adverse effects , Anticoagulants/adverse effects , Venous Thromboembolism/drug therapy , Venous Thromboembolism/chemically induced , Creatinine , Cohort Studies , Hemorrhage/chemically induced , Hemorrhage/drug therapy , Atrial Fibrillation/drug therapy , Administration, Oral , Retrospective Studies
20.
Thromb Res ; 216: 74-83, 2022 08.
Article in English | MEDLINE | ID: mdl-35753113

ABSTRACT

INTRODUCTION: This meta-analysis was conducted to quantitatively pool the incremental net benefit (INB) of using direct oral anticoagulants (DOACs) for the prevention of venous thromboembolism (VTE) in patients undergoing total knee or hip replacements (TKR or THR). MATERIALS AND METHODS: We performed a comprehensive search in several databases published before June 2021. Studies were included if they were cost-effectiveness analyses reporting cost per quality-adjusted life-year or life-year of DOACs compared to low molecular-weight heparins (LMWHs) or other anticoagulant agents for the prevention of VTE after TKR or THR. Risk of bias was also assessed using the biases in economic studies (ECOBIAS) checklist. Various monetary units were converted to purchasing power parity, adjusted to 2020 US dollars. The INBs were pooled across studies using a random-effects model, stratified by high-income countries (HICs) and low- and middle-income countries (LMICs). Heterogeneity was assessed using the I2 statistic. RESULTS: A total of 49 comparisons (TKR = 25 and THR = 24) from 16 studies was included. In HICs, DOACs were cost-effective compared to LMWHs from the health care system/payer perspective for the prevention of VTE after both TKR and THR with corresponding INBs (95 % CI; I2) of $231.91 ($178.71, $285.11; 0 %) and $254.99 ($159.20, $350.77; 27.79 %), respectively. In LMICs, DOACs were not cost-effective compared to LMWHs for both TKR and THR with the INBs of $94.13 (-$40.21, $228.47; 97.04 %) and $80.55 (-$157.37, $318.47; 99.78 %), respectively. No evidence of small-study effects was identified in any analyses. The cost-effectiveness of using DOACs for TKR and THR in HICs was robust across a series of sensitivity analyses. CONCLUSIONS: DOACs were cost-effective as compared to LMWHs for VTE prophylaxis following TKR and THR surgeries in HICs. Further studies from LMICs are warranted.


Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Venous Thromboembolism , Anticoagulants/therapeutic use , Arthroplasty, Replacement, Hip/adverse effects , Arthroplasty, Replacement, Knee/adverse effects , Heparin, Low-Molecular-Weight/therapeutic use , Humans , Venous Thromboembolism/drug therapy , Venous Thromboembolism/etiology , Venous Thromboembolism/prevention & control
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