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1.
Ann Pharmacother ; : 10600280241243071, 2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38571388

ABSTRACT

BACKGROUND: Despite atrial fibrillation guideline recommendations, many patients with heart failure with reduced ejection fraction (EF) continue to receive IV diltiazem for acute rate control. OBJECTIVE: Our institution recently implemented a clinical decision support system (CDSS)-based tool that recommends against the use of diltiazem in patients with an EF ≤ 40%. The objective of this study was to evaluate outcomes of adherence to the aforementioned CDSS-based tool. METHODS: This multi-hospital, retrospective study assessed patients who triggered the CDSS alert and compared those who did and did not discontinue diltiazem. The primary outcome was the occurrence of clinical deterioration. The primary endpoint was compared utilizing a Fisher's Exact Test, and a multivariate logistic regression model was developed to confirm the results of the primary analysis. RESULTS: A total of 246 patients were included in this study with 146 patients in the nonadherent group (received diltiazem) and 100 patients in the adherent group (did not receive diltiazem). There was a higher proportion of patients experiencing clinical deterioration in the alert nonadherence group (33% vs 21%, P = 0.044), including increased utilization of inotropes and vasopressors, and higher rate of transfer to ICU. CONCLUSION AND RELEVANCE: In patients with heart failure with reduced EF, diltiazem use after nonadherence to a CDSS alert resulted in an increased risk of clinical deterioration. This study highlights the need for improved provider adherence to diltiazem clinical decision support systems.

2.
J Cardiovasc Pharmacol ; 77(4): 430-449, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33416260

ABSTRACT

ABSTRACT: Establishing efficient perfusion into the myocardium is the main purpose in patients with acute coronary syndrome, but the process of reperfusion is not without risk and can damage the myocardium paradoxically. Unfortunately, there is no effective treatment for reperfusion injury, and efforts to find an efficient preventive approach are still ongoing. In the past 3 decades, there have been many successful animal studies on how to prevent reperfusion injury; nonetheless, translation to the clinical setting has almost always proven disappointing. In this article, we review clinical studies on the prevention of reperfusion injury in patients with acute coronary syndrome undergoing primary percutaneous coronary intervention in a pharmacologic-based approach. We categorize all the agents that are evaluated for the prevention of myocardial reperfusion injury based on their mechanisms of action into 5 groups: drugs that can reduce oxidative stress, drugs that can affect cellular metabolism, rheological agents that target microvascular obstruction, anti-inflammatory agents, and agents with mixed mechanisms of action. Then, review all the clinical studies of these agents in the setting of primary percutaneous coronary intervention. Finally, we will discuss the possible reasons for the failure in translation of studies into practice and propose potential solutions to overcome this problem.


Subject(s)
Acute Coronary Syndrome/therapy , Cardiovascular Agents/therapeutic use , Myocardial Reperfusion Injury/prevention & control , Percutaneous Coronary Intervention , Acute Coronary Syndrome/physiopathology , Anti-Inflammatory Agents/therapeutic use , Antioxidants/therapeutic use , Cardiovascular Agents/adverse effects , Humans , Membrane Transport Modulators/therapeutic use , Myocardial Reperfusion Injury/etiology , Myocardial Reperfusion Injury/physiopathology , Percutaneous Coronary Intervention/adverse effects , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome
3.
Ann Pharmacother ; 55(5): 618-623, 2021 05.
Article in English | MEDLINE | ID: mdl-32885997

ABSTRACT

BACKGROUND: Oral factor Xa inhibitors are known to significantly increase heparin anti-Xa concentrations, which leads to inaccuracies when monitoring intravenous unfractionated heparin (IV UFH). Guidance for managing this laboratory interference is lacking, creating substantial uncertainty in clinical practice. OBJECTIVE: To describe a strategy used by a large academic institution for managing the controversy of laboratory interference in the setting of oral factor Xa inhibitor use and provide effectiveness and safety data for this approach. METHODS: In December 2016, a new Heparin IV Direct Oral Anticoagulant (DOAC) Interference PowerPlan (a comprehensive order set) was made available in the electronic health record (Cerner, North Kansas City, MO) throughout the health system. We retrospectively examined 169 patients with events reported in the error reporting system, RISKMASTER, and evaluated reports with and without the use of the PowerPlan. Effectiveness was determined through evaluation of thrombosis. The Naranjo criteria for causality were applied to assess thrombotic events. RESULTS: Of 56 events that were reported with apixaban when the PowerPlan was not ordered, 4 (7%) thrombotic events occurred within 7 days of UFH initiation. One out of the 4 events (25%) that occurred when the PowerPlan was not appropriately initiated was considered probable using the Naranjo Scale. Three additional events (75%) were possible using the Naranjo Scale. CONCLUSION AND RELEVANCE: The Heparin IV DOAC Interference PowerPlan appears to be conducive to positive patient outcomes when evaluating voluntary reported events and may assist clinicians with managing the therapeutic dilemma of this laboratory interference.


Subject(s)
Anticoagulants/administration & dosage , Drug Monitoring/methods , Factor Xa Inhibitors/administration & dosage , Heparin/administration & dosage , Administration, Intravenous , Administration, Oral , Aged , Aged, 80 and over , Anticoagulants/blood , Factor Xa/metabolism , Factor Xa Inhibitors/blood , Female , Fibrinolytic Agents/administration & dosage , Fibrinolytic Agents/blood , Heparin/blood , Humans , Male , Middle Aged , Retrospective Studies , Thrombosis/blood , Thrombosis/drug therapy
4.
Curr Cardiol Rep ; 23(4): 27, 2021 03 02.
Article in English | MEDLINE | ID: mdl-33655373

ABSTRACT

PURPOSE OF REVIEW: The purpose of this review is to examine the safety and effectiveness of direct oral anticoagulants and provide recommendations for the treatment of venous thromboembolism and atrial fibrillation in obese patients, elderly patients, and patients with chronic kidney disease. RECENT FINDINGS: Multiple retrospective cohort studies have shown no difference in bleeding, stroke, or venous thromboembolism outcomes between DOACs and warfarin in patients who are obese, elderly, or those with chronic kidney disease or on dialysis. Some studies have shown that DOACs have a lower bleeding risk than warfarin in these populations. DOACs may be a safe and effective alternative to warfarin for the prevention of stroke in atrial fibrillation patients who are obese, elderly, or those with chronic kidney disease or on dialysis. Apixaban may improve clinical outcomes by lowering the risk of bleeding versus warfarin. DOACs may also be an effective and safe alternative to warfarin for the treatment of venous thromboembolism in obese patients; however, additional studies are needed to assess their use in elderly patients and those with CKD.


Subject(s)
Atrial Fibrillation , Stroke , Administration, Oral , Aged , Anticoagulants/adverse effects , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Humans , Obesity/complications , Obesity/drug therapy , Pyridones/therapeutic use , Retrospective Studies , Stroke/drug therapy , Stroke/prevention & control , Warfarin/adverse effects
5.
J Interv Cardiol ; 2019: 3791307, 2019.
Article in English | MEDLINE | ID: mdl-31772529

ABSTRACT

OBJECTIVES: To characterize anticoagulation practices with the Impella percutaneous ventricular assist device (pVAD). BACKGROUND: Managing anticoagulation in patients being supported by the Impella pVAD is made challenging by several unique features of the device. These include the release of a dextrose-based purge solution containing unfractionated heparin (UFH), the need to concurrently administer systemic anticoagulation with intravenous UFH, and the lack of an alternative strategy in patients with contraindications to UFH. METHODS: To characterize anticoagulation practices with the Impella pVAD, we conducted a survey of centers in the United States performing a high volume of Impella cases, which we defined as > 1 per month. Centers were contacted via email or phone and individuals who agreed to participate were provided with a link to complete the survey online. The primary measures of interest were variations in practice across centers and variations from the manufacturer's recommendations. RESULTS: Practices varied considerably among respondents (65 of 182 centers, or 35.7%) and often diverged from manufacturer recommendations. Approximately half of centers (52.4%) reported using a UFH concentration of 50 units/mL in the purge solution, whereas most of the remaining centers (41.3%) reported using lower concentrations. Strategies for the initiation and adjustment of systemic therapy also varied, as did practices for routinely monitoring for hemolysis. Nearly one-fifth of centers (16.7%) had not developed an alternative strategy for the purge solution in patients with contraindications to UFH. Most centers (58.4%) reported using argatroban or bivalirudin in this scenario, a strategy that diverges from the manufacturer's recommendations. CONCLUSIONS: Given these findings, studies to determine a systematic approach to anticoagulation with the Impella device are warranted.


Subject(s)
Anticoagulants/administration & dosage , Heart-Assist Devices , Practice Patterns, Physicians'/statistics & numerical data , Arginine/analogs & derivatives , Heparin/administration & dosage , Hirudins/administration & dosage , Humans , Peptide Fragments/administration & dosage , Pipecolic Acids/administration & dosage , Recombinant Proteins/administration & dosage , Sulfonamides , Surveys and Questionnaires , United States
6.
Am J Hematol ; 94(9): 1015-1019, 2019 09.
Article in English | MEDLINE | ID: mdl-31243789

ABSTRACT

Anti-factor Xa (anti-Xa) monitoring of unfractionated heparin (UFH) is associated with less time to achieve therapeutic anticoagulation compared to the activated partial thromboplastin time (aPTT). However, it is unknown whether clinical outcomes differ between these methods of monitoring. The aim of this research was to compare the rate of venous thrombosis and bleeding events in patients that received UFH monitored by anti-Xa compared to the aPTT. A retrospective review of electronic health records identified adult patients that received UFH given intravenously (IV) for ≥2 days, with either anti-Xa or aPTT monitoring at an academic tertiary care hospital. This was a pre/post study design conducted between January 1 to December 30, 2014 (aPTT), and January 1 to December 30, 2016 (anti-Xa). All UFH adjustments were based on institutional nomograms. The primary outcome was venous thrombosis and the secondary outcome was bleeding, both of which occurred between UFH administration and discharge from the index hospitalization. A total of 2500 patients were in the anti-Xa group and 2847 patients aPTT group. Venous thrombosis occurred in 10.2% vs 10.8% of patients in the anti-Xa and aPTT groups, respectively (P = .49). Bleeding occurred in 33.7% vs 33.6% of patients in the anti-Xa and aPTT groups, respectively (P = .94). Anti-Xa monitoring was not an independent predictor of either outcome in multivariate logistic regression analyses. Our study found no difference in clinical outcomes between anti-Xa and aPTT-based monitoring of UFH IV.


Subject(s)
Drug Monitoring , Factor Xa Inhibitors/administration & dosage , Factor Xa Inhibitors/pharmacokinetics , Heparin/administration & dosage , Heparin/pharmacokinetics , Aged , Factor Xa Inhibitors/adverse effects , Female , Hemorrhage/blood , Hemorrhage/chemically induced , Heparin/adverse effects , Humans , Male , Middle Aged , Partial Thromboplastin Time , Retrospective Studies , Venous Thrombosis/blood , Venous Thrombosis/chemically induced
7.
Curr Cardiol Rep ; 21(11): 141, 2019 11 22.
Article in English | MEDLINE | ID: mdl-31758342

ABSTRACT

PURPOSE OF REVIEW: Pulmonary arterial hypertension (PAH) leads to progressive increases in pulmonary vascular resistance (PVR), right heart failure, and death if left untreated. This review will summarize and discuss recent updates in the classification and management of patients with PAH. RECENT FINDINGS: PAH requires careful hemodynamic assessment and is defined by a mean pulmonary artery pressure > 20 mmHg with normal left-sided filling pressures and a PVR ≥ 3 Wood units. Most patients with PAH require targeted pharmacotherapy based on multiparametric risk stratification. Significant improvements in clinical outcome have been realized through the approval of 14 unique pharmacotherapeutic options. The latest clinical recommendations provide the updated hemodynamic definition and clinical classification as well as evidence-based treatment recommendations. An important change is the focus on initial upfront combination therapy for most patients with PAH. Structured follow-up and escalation of treatment for those not achieving low-risk status is paramount.


Subject(s)
Pulmonary Arterial Hypertension/drug therapy , Algorithms , Biomarkers/blood , Cardiovascular Agents/therapeutic use , Disease Progression , Echocardiography , Heart Failure/etiology , Hemodynamics , Humans , Practice Guidelines as Topic , Pulmonary Arterial Hypertension/classification , Pulmonary Arterial Hypertension/diagnosis , Pulmonary Arterial Hypertension/physiopathology , Pulmonary Artery/diagnostic imaging , Pulmonary Artery/drug effects , Pulmonary Artery/physiopathology , Risk Assessment
8.
J Am Pharm Assoc (2003) ; 59(2S): S78-S85.e2, 2019.
Article in English | MEDLINE | ID: mdl-30737102

ABSTRACT

OBJECTIVES: To describe the architecture, design, and testing of an innovative mobile application (Medivate) that facilities accurate sharing of medication lists with linked education. SETTING: The deployment and testing of this app occurred in both the community and hospital settings in Pittsburgh, PA. PRACTICE INNOVATION: Medivate is an iOS smartphone application and cloud architecture for patients and providers to keep medication and vaccine lists accurate by providing a method and tool to easily exchange these data. Medications are added directly to the app from the electronic health record (EHR) or by the patient manually. Quick response (QR) code technology is used to trigger the secure transfer and sharing of medications on demand via HL-7 Fast Healthcare Interoperability Resources-based data transfer. An iterative user-centered design process involving patients and student pharmacists practicing in community settings was used to develop and refine functionality. PRACTICE DESCRIPTION: Adults with an iPhone were approached for participation in the design and evaluation of Medivate. Its functionality and integration into clinical workflow at hospital discharge or vaccine administration in the community were determined. EVALUATION: In the community setting, interviews of pharmacists were conducted. In the hospital, metrics of study participation and experience with app deployment were determined. RESULTS: The app was deployed in the community for patients that received vaccinations. Interviews provided insight into barriers and logistics for successful engagement. The app was integrated into hospital workflow and demonstrated interoperability with the inpatient EHR. Thirteen patients were provided the app before discharge. Engagement with the app was evident through medication list shares, education access, and changes to medication lists. Patients noted strong agreement with usefulness of the app to learn more about the purposes and adverse effects of medications prescribed. CONCLUSION: A mobile app to achieve medication and vaccine list portability was successfully designed and integrated into the inpatient and community settings.


Subject(s)
Health Information Interoperability/trends , Mobile Applications/trends , Electronic Health Records , Feedback , Humans , Smartphone , Technology Transfer , Workflow
9.
Ann Pharmacother ; 51(8): 649-655, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28438043

ABSTRACT

BACKGROUND: Dual antiplatelet therapy is a mainstay of care for percutaneous coronary intervention (PCI) patients; however, uncertainty exists in real-world practice about comparative effectiveness and safety outcomes. OBJECTIVE: To evaluate outcomes of different oral P2Y12 inhibitors in PCI patients. METHODS: We retrospectively studied patients treated between July 1, 2010, and December 31, 2013. Patients received clopidogrel, prasugrel, ticagrelor, or more than 1 antiplatelet (switch) during PCI. Outcomes were evaluated for major adverse cardiovascular events (MACE) and bleeding at 1 year. Propensity score matching with Cox proportional hazards analysis was used to determine predictors of MACE and bleeding. RESULTS: A total of 8127 patients were included: clopidogrel (n = 6872), prasugrel (n = 605), ticagrelor (n = 181), and switch (n = 469). Treatment with prasugrel was associated with the lowest risk of MACE using multivariate regression (odds ratio [OR] = 0.57; 95% CI = 0.36-0.92; P = 0.02). In the propensity score-matched analysis, only the prasugrel group was associated with a lower risk of MACE compared with the clopidogrel group. Clopidogrel was associated with the lowest risk of major bleeding using multivariate regression (OR = 0.64; 95% CI = 0.42-0.98; P = 0.042). Both ticagrelor (hazard ratio [HR] = 2.00; 95% CI = 1.11-3.59) and the switch groups (HR = 1.65; 95% CI = 1.09-2.50) were associated with a greater risk of major bleeding compared with clopidogrel. However, no differences were found in the propensity score-matched analysis. CONCLUSIONS: Dual antiplatelet therapies differed in both MACE and bleeds in a real-world setting of PCI. Prasugrel was associated with fewer MACE, whereas clopidogrel had fewer major bleeding events.


Subject(s)
Acute Coronary Syndrome/surgery , Percutaneous Coronary Intervention , Platelet Aggregation Inhibitors/therapeutic use , Purinergic P2Y Receptor Antagonists/therapeutic use , Acute Coronary Syndrome/blood , Adenosine/administration & dosage , Adenosine/adverse effects , Adenosine/analogs & derivatives , Adenosine/therapeutic use , Aged , Clopidogrel , Delivery of Health Care, Integrated , Female , Hemorrhage/chemically induced , Humans , Male , Middle Aged , Odds Ratio , Platelet Aggregation Inhibitors/administration & dosage , Platelet Aggregation Inhibitors/adverse effects , Prasugrel Hydrochloride/administration & dosage , Prasugrel Hydrochloride/adverse effects , Prasugrel Hydrochloride/therapeutic use , Propensity Score , Proportional Hazards Models , Purinergic P2Y Receptor Antagonists/administration & dosage , Purinergic P2Y Receptor Antagonists/adverse effects , Receptors, Purinergic P2Y12/metabolism , Retrospective Studies , Safety , Ticagrelor , Ticlopidine/administration & dosage , Ticlopidine/adverse effects , Ticlopidine/analogs & derivatives , Ticlopidine/therapeutic use
10.
J Thromb Thrombolysis ; 42(1): 6-10, 2016 Jul.
Article in English | MEDLINE | ID: mdl-26685667

ABSTRACT

Prothrombin complex concentrates (PCCs) are indicated for urgent reversal of warfarin and used for reversal of novel oral anticoagulants, in patients with acute major bleeding or need for an urgent procedure. The research goal was to evaluate effectiveness and safety outcomes with PCC usage at our institution. A retrospective review of electronic medical records identified patients that received a PCC commercially available in the United States (KCentra(®) or Profilnine(®)) at twelve hospitals in a tertiary care health system from July 1, 2013 to April 30, 2014. A total of 193 patients received PCC, of which 184 patients received four-factor PCC. The patient population was 48 % male and 75 % Caucasian, with a mean age of 73 years old. Clinical outcomes of interest included time to achieve a target INR ≤1.3, time to Hgb >7 g/dL, and incidence of thromboembolism. A total of 143 patients were on warfarin (74.1 %) at baseline, whereas 18 patients (9.3 %) were taking a novel anticoagulant. Target INR of ≤1.3 was achieved in 125 patients (65.8 %), within a median time of 8.03 h (IQR 3.38-34.07). Among patients with a baseline Hgb <7 g/L (n = 13), the median time to Hgb >7 g/dL was 8.48 h (IQR 6.95-13.00). Eight patients (4.1 %) developed an acute venous thromboembolism following PCC administration. INR reversal was achieved in approximately two-thirds of patients, with a low incidence of venous thromboembolism. Four-factor PCC is a viable alternative to plasma.


Subject(s)
Blood Coagulation Factors/pharmacology , Aged , Blood Coagulation Factors/administration & dosage , Drug Interactions , Female , Hemoglobins/analysis , Hemorrhage/drug therapy , Humans , International Normalized Ratio , Male , Patient Safety , Pharmacokinetics , Retrospective Studies , Treatment Outcome , Venous Thromboembolism/chemically induced
11.
Ann Pharmacother ; 48(9): 1230-1233, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24958490

ABSTRACT

OBJECTIVE: To report the use of ticagrelor in a patient with a documented hypersensitivity reaction to clopidogrel. CASE SUMMARY: A 64-year-old woman presented with non-ST-segment elevation myocardial infarction (NSTEMI) with a history significant for a hypersensitivity reaction to clopidogrel and was medically managed. Based on the patient's past medical history and current evidence available, the determination was made to use ticagrelor in this patient. Ticagrelor was administered without reaction during the hospital stay and on assessment at 2 and 4 weeks postdischarge. DISCUSSION: Hypersensitivity occurs in approximately 1% of patients receiving clopidogrel. Although the risk of hypersensitivity reaction to clopidogrel is low, evidence to support alternative antiplatelets in this setting is relatively limited. Prasugrel has a similar structure to clopidogrel and, therefore, may cross-react. Furthermore, prasugrel is not recommended in the medical management of NSTEMI. Ticagrelor is a newer P2Y12 inhibitor that contains a cyclopentyltriazolopyrimidine structure. Because of the difference in structure, a lower theoretical risk of cross-reactivity with the thienopyridines would be anticipated. However, there are no reports to date that investigate the use of this agent in patients with a documented thienopyridine allergy. CONCLUSIONS: The current case report describes the use of ticagrelor in a patient with documented hypersensitivity to clopidogrel. In this patient, ticagrelor was well tolerated during hospital admission and at 2 and 4 weeks postdischarge following administration.

12.
Article in English | MEDLINE | ID: mdl-38912618

ABSTRACT

In an effort to expedite the publication of articles, AJHP is posting manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time.

13.
Article in English | MEDLINE | ID: mdl-38995101

ABSTRACT

DISCLAIMER: In an effort to expedite the publication of articles, AJHP is posting manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE: Factor XIa inhibitors are a promising novel class of anticoagulants that attenuate pathological thrombosis with minimal interference with hemostasis. These effects contrast with those of conventional anticoagulants, which may exhibit adverse events of untoward bleeding precluding treatment in some patients. A variety of investigational pharmacological modalities have been developed and studied to target factor XIa. SUMMARY: Asundexian is a small molecule inhibitor of factor XIa that has been evaluated in several clinical studies. It has been studied as an oral, once-daily medication and found to inhibit approximately 90% of factor XIa activity at doses of 20 to 50 mg. Phase 2 trials have demonstrated the potential for improved safety compared to standard of care in certain treatment settings, such as in atrial fibrillation. For other indications, such as noncardioembolic stroke and acute myocardial infarction, asundexian has been used in addition to background antiplatelet therapy. In these instances, asundexian did not show a difference in the incidence of bleeding events compared to placebo. CONCLUSION: Phase 3 trials have recently been launched; however, the OCEANIC-AF trial was prematurely discontinued due to inefficacy of asundexian vs apixaban for stroke prevention in atrial fibrillation. Another phase 3 trial, OCEANIC-AFINA, is planned to compare asundexian to placebo in patients with atrial fibrillation at high risk for stroke who are deemed ineligible for anticoagulation.

14.
J Clin Med ; 13(12)2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38930040

ABSTRACT

Background: Oral anticoagulants (OACs), such as apixaban and warfarin, are indicated for reducing the risk of recurrent venous thromboembolism (VTE) and are often initiated in the hospital. The aim of this study was to evaluate OAC continuity from inpatient to outpatient settings and the risk of recurrent VTE among patients with an initial event. Methods: This retrospective cohort study utilized hospital charge data and medical and prescription claims from 1 July 2016 to 31 December 2022 to identify adults treated with apixaban or warfarin while hospitalized for VTE. Patients were followed to assess switching or discontinuation post-discharge and the risk of recurrent VTE. The index date was the date of the first apixaban or warfarin claim within 30 days post-discharge. Results: Of the 19,303 eligible patients hospitalized with VTE, 85% (n = 16,401) were treated with apixaban and 15% (n = 2902) received warfarin. After discharge, approximately 70% had ≥1 fill for their respective apixaban or warfarin therapy. The cumulative incidence of discontinuation over the 6 months following index was 50.5% and 52.2% for the apixaban and warfarin cohorts, respectively; the cumulative incidence of switching was 6.0% and 20.9%, respectively. The incidence rates of recurrent VTE were 1.2 and 2.5 per 100 person-years for the apixaban and warfarin cohorts, respectively. Conclusions: The majority of patients continued their apixaban or warfarin therapy following hospital discharge; however, a considerable proportion either switched or discontinued OAC upon transitioning from inpatient care. Among those who continued therapy, discontinuation, switch, and recurrent VTE occurred less often with apixaban vs. warfarin.

15.
J Am Med Inform Assoc ; 31(6): 1356-1366, 2024 May 20.
Article in English | MEDLINE | ID: mdl-38447590

ABSTRACT

OBJECTIVE: This study evaluates an AI assistant developed using OpenAI's GPT-4 for interpreting pharmacogenomic (PGx) testing results, aiming to improve decision-making and knowledge sharing in clinical genetics and to enhance patient care with equitable access. MATERIALS AND METHODS: The AI assistant employs retrieval-augmented generation (RAG), which combines retrieval and generative techniques, by harnessing a knowledge base (KB) that comprises data from the Clinical Pharmacogenetics Implementation Consortium (CPIC). It uses context-aware GPT-4 to generate tailored responses to user queries from this KB, further refined through prompt engineering and guardrails. RESULTS: Evaluated against a specialized PGx question catalog, the AI assistant showed high efficacy in addressing user queries. Compared with OpenAI's ChatGPT 3.5, it demonstrated better performance, especially in provider-specific queries requiring specialized data and citations. Key areas for improvement include enhancing accuracy, relevancy, and representative language in responses. DISCUSSION: The integration of context-aware GPT-4 with RAG significantly enhanced the AI assistant's utility. RAG's ability to incorporate domain-specific CPIC data, including recent literature, proved beneficial. Challenges persist, such as the need for specialized genetic/PGx models to improve accuracy and relevancy and addressing ethical, regulatory, and safety concerns. CONCLUSION: This study underscores generative AI's potential for transforming healthcare provider support and patient accessibility to complex pharmacogenomic information. While careful implementation of large language models like GPT-4 is necessary, it is clear that they can substantially improve understanding of pharmacogenomic data. With further development, these tools could augment healthcare expertise, provider productivity, and the delivery of equitable, patient-centered healthcare services.


Subject(s)
Pharmacogenetics , Precision Medicine , Humans , Artificial Intelligence , Knowledge Bases , Information Storage and Retrieval/methods , Pharmacogenomic Testing
16.
Respir Med ; 231: 107734, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38986791

ABSTRACT

BACKGROUND: Oral treprostinil is a prostacyclin analogue approved to treat pulmonary arterial hypertension (PAH) by delaying disease progression and improving exercise capacity. Higher doses of oral treprostinil correlate with increased treatment benefit. Titrations may be challenging due to common side effects of prostacyclin-class therapies. STUDY DESIGN AND METHODS: The multicenter, prospective, real-world, observational ADAPT Registry study followed adult patients with PAH for up to 78 weeks after initiating oral treprostinil (NCT03045029). Dosing, titration, and transitions of oral treprostinil were at the discretion of the prescriber. Patient-reported incidence and treatment of common side effects were collected to understand side effect management and tolerability. Insights from literature and expert recommendations were added to provide a consolidated resource for oral treprostinil use. RESULTS: In total, 139 participants in ADAPT completed ≥1 weekly survey; (median age 60.0 years, 76 % female). Median treatment duration of oral treprostinil was 13.1 months. During early therapy (Months 1-5), 62 % (78/126) of patients reported headache and diarrhea, and 40 % (50/126) reported nausea. At Month 6, many patients who reported side effects during early therapy reported an improvement (61 % headache, 44 % diarrhea, 70 % nausea). Common side effect treatments, including acetaminophen, loperamide, and ondansetron, were effective. Approximately one-quarter of patients reporting the most common side effects were untreated at Month 6. CONCLUSION: Patient selection for, and initiation and titration of, oral treprostinil should be individualized and may include parenteral treprostinil induction-transition for faster titration. Assertive side effect management may help patients reach higher and more efficacious doses of oral treprostinil.

17.
Pharmgenomics Pers Med ; 16: 729-737, 2023.
Article in English | MEDLINE | ID: mdl-37457231

ABSTRACT

Pulmonary arterial hypertension (PAH) is a rare disease with heterogeneous causes that can lead to right ventricular (RV) failure and death if left untreated. There are currently 10 medications representative of five unique pharmacologic classes that are approved for treatment. These have led to significant improvements in overall clinical outcome. However, substantial variability in dosing requirements and treatment response is evident, leading to suboptimal outcome for many patients. Furthermore, dosing is empiric and iterative and can lead to delays in meeting treatment goals and burdensome adverse effects. Pharmacogenomic (PGx) associations have been reported with certain PAH medications, such as treprostinil and bosentan, and can explain some of the variability in response. Relevant genes associated with treprostinil include CYP2C8, CYP2C9, CAMK2D, and PFAS. CYP2C8 and CYP2C9 are the genes encoding the major metabolizing liver enzymes for treprostinil, and reduced function variants (*2, *3) with CYP2C9 were associated with lower treatment persistence. Additionally, a higher CYP2C9 activity score was associated with a significantly less risk of treatment discontinuation. Other genes of interest that have been explored with treprostinil include CAMK2D, which is associated with right ventricular dysfunction and significantly higher dose requirements. Similarly, PFAS is associated with lower concentrations of cyclic adenosine monophosphate and significantly higher dose requirements. Genes of interest with the endothelin receptor antagonist (ERA) class include GNG2 and CYP2C9. A genetic variant in GNG2 (rs11157866) was linked to a significantly increased rate of clinical improvement with ERAs. The *2 variant with CYP2C9 (encoding for the major metabolizing enzyme for bosentan) was significantly associated with a higher risk for elevations in hepatic aminotransferases and liver injury. In summary, this article reviews the relevant pharmacogenes that have been associated to date with dosing and outcome among patients who received PAH medications.

18.
Pharmacy (Basel) ; 11(5)2023 Sep 13.
Article in English | MEDLINE | ID: mdl-37736917

ABSTRACT

Pulmonary arterial hypertension is a rare and progressive disease with significant morbidity and mortality risk. Several medications targeting three major disease pathways are approved for treatment. However, the management of pulmonary arterial hypertension pharmacotherapies in a patient admitted to an intensive care unit poses unique challenges. Factors such as intubation and altered mental status may prevent the continuation of home oral and/or inhaled therapy, and the progression of the disease may require escalation of therapy. This review will focus on practical management strategies for the continuation of home pulmonary arterial hypertension pharmacotherapy and escalation of therapy.

19.
Am J Cardiol ; 188: 102-109, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36493606

ABSTRACT

Efforts to optimize guideline-directed medical therapy (GDMT) through team-based care may affect outcomes in patients with heart failure with reduced ejection fraction (HFrEF). This study evaluated the impact of an innovative medication optimization clinic (MOC) on GDMT and outcomes in patients with HFrEF. Patients with HFrEF who are not receiving optimal GDMT are referred to MOC and managed by a team comprised of a nurse practitioner or physician assistant, clinical pharmacist, and HF cardiologist. We retrospectively evaluated the impact of MOC (n = 206) compared with usual care (n = 412) with a 2:1 propensity-matched control group. The primary clinical outcome was the incidence of HF hospitalizations at 3 months after the index visit. Kaplan-Meier cumulative event curves and Cox proportional hazards regression models with adjustment were conducted. A significantly higher proportion of patients in MOC received quadruple therapy (49% vs 4%, p <0.0001), angiotensin receptor neprilysin inhibitor (60% vs 27%, p <0.0001), mineralocorticoid receptor antagonist (59% vs 37%, p <0.0001), and sodium-glucose cotransporter-2 inhibitor (60% vs 10%, p <0.0001). The primary outcome was significantly lower in the MOC versus the control group (log-rank, p = 0.0008). Cox regression showed that patients in the control group were more than threefold more likely to be hospitalized because of HF than those in the MOC group (p = 0.0014). In conclusion, the MOC was associated with improved GDMT and lower risk of HF hospitalizations in patients with HFrEF.


Subject(s)
Diabetes Mellitus, Type 2 , Heart Failure , Sodium-Glucose Transporter 2 Inhibitors , Humans , Heart Failure/epidemiology , Retrospective Studies , Diabetes Mellitus, Type 2/drug therapy , Stroke Volume , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Hospitalization , Angiotensin Receptor Antagonists/therapeutic use
20.
J Clin Pharmacol ; 63(9): 1061-1066, 2023 09.
Article in English | MEDLINE | ID: mdl-37178305

ABSTRACT

Direct oral anticoagulants (DOACs) are indicated for the prevention of stroke in nonvalvular atrial fibrillation. Although Food and Drug Administration labeling for DOACs uses estimated creatinine clearance according to the Cockcroft-Gault (C-G) equation, estimated glomerular filtration rate according to the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation is often reported. The objectives of this study were to evaluate DOAC dosing discordance and to determine whether discordance based on various estimates of kidney function is associated with bleeding or thromboembolism. The study was an institutional review board approved retrospective analysis of patients at UPMC Presbyterian Hospital from January 1, 2010, to December 12, 2016. Data were obtained through electronic medical records. Adults who received a medication charge for rivaroxaban or dabigatran, had a diagnosis code for atrial fibrillation, and had a serum creatinine within 3 days of DOAC initiation were included. Doses were considered discordant if the calculated dose based on CKD-EPI did not match the patient's dose during index admission, if dosed correctly using C-G. Association of discordance with dabigatran, rivaroxaban, and clinical outcomes was determined using odds ratios and 95% confidence intervals. Rivaroxaban discordance was present among 49 of the 644 (8%) patients who were dosed correctly with C-G. Dabigatran discordance was present among 17 of the 590 (3%) patients who were dosed correctly. Discordance with rivaroxaban was found to increase the risk of thromboembolism when using CKD-EPI (odds ratio, 2.83; 95% CI, 1.02-7.79, P = .045) versus C-G. Our findings emphasize the need to dose DOACs, specifically rivaroxaban, appropriately in patients with nonvalvular atrial fibrillation.


Subject(s)
Atrial Fibrillation , Renal Insufficiency, Chronic , Stroke , Thromboembolism , Adult , Humans , Rivaroxaban , Dabigatran/adverse effects , Anticoagulants/adverse effects , Atrial Fibrillation/drug therapy , Atrial Fibrillation/complications , Retrospective Studies , Stroke/drug therapy , Thromboembolism/complications , Thromboembolism/drug therapy , Thromboembolism/prevention & control , Renal Insufficiency, Chronic/drug therapy , Kidney , Administration, Oral , Pyridones
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