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148


Anti-factor Xa as the preferred assay to monitor heparin for the treatment of pulmonary embolism

Zhu, Eric; Yuriditsky, Eugene; Raco, Veronica; Katz, Alyson; Papadopoulos, John; Horowitz, James; Maldonado, Thomas; Ahuja, Tania
INTRODUCTION/BACKGROUND:The mainstay of acute pulmonary embolism (PE) treatment is anticoagulation. Timely anticoagulation correlates with decreased PE-associated mortality, but the ability to achieve a therapeutic activated partial thromboplastin time (aPTT) with unfractionated heparin (UFH) remains limited. Although some institutions have switched to a more accurate and reproducible test to assess for heparin's effectiveness, the anti-factor Xa (antiXa) assay, data correlating a timely therapeutic antiXa to PE-associated clinical outcomes remains scarce. We evaluated time to a therapeutic antiXa using intravenous heparin after PE response team (PERT) activation and assessed clinical outcomes including bleeding and recurrent thromboembolic events. METHODS:This was a retrospective cohort study at NYU Langone Health. All adult patients ≥18 years with a confirmed PE started on IV UFH with >2 antiXa levels were included. Patients were excluded if they received thrombolysis or alternative anticoagulation. The primary endpoint was the time to a therapeutic antiXa level of 0.3-0.7 units/mL. Secondary outcomes included recurrent thromboembolism, bleeding and PE-associated mortality within 3 months. RESULTS:A total of 330 patients with a PERT consult were identified with 192 patients included. The majority of PEs were classified as sub massive (64.6%) with 87% of patients receiving a bolus of 80 units/kg of UFH prior to starting an infusion at 18 units/kg/hour. The median time to the first therapeutic antiXa was 9.13 hours with 93% of the cohort sustaining therapeutic anticoagulation at 48 hours. Recurrent thromboembolism, bleeding and mortality occurred in 1%, 5% and 6.2%, respectively. Upon univariate analysis, a first antiXa <0.3 units/ml was associated with an increased risk of mortality [27.78% (5/18) vs 8.05% (14/174), p = 0.021]. CONCLUSION/CONCLUSIONS:We observed a low incidence of recurrent thromboembolism or PE-associated mortality utilizing an antiXa titrated UFH protocol. The use of an antiXa based heparin assay to guide heparin dosing and monitoring allows for timely and sustained therapeutic anticoagulation for treatment of PE.
PMID: 37989523
ISSN: 1751-553x
CID: 5608542

Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning

Hu, Yuxuan; Lui, Albert; Goldstein, Mark; Sudarshan, Mukund; Tinsay, Andrea; Tsui, Cindy; Maidman, Samuel D; Medamana, John; Jethani, Neil; Puli, Aahlad; Nguy, Vuthy; Aphinyanaphongs, Yindalon; Kiefer, Nicholas; Smilowitz, Nathaniel R; Horowitz, James; Ahuja, Tania; Fishman, Glenn I; Hochman, Judith; Katz, Stuart; Bernard, Samuel; Ranganath, Rajesh
BACKGROUND:Myocardial infarction and heart failure are major cardiovascular diseases that affect millions of people in the US with the morbidity and mortality being highest among patients who develop cardiogenic shock. Early recognition of cardiogenic shock allows prompt implementation of treatment measures. Our objective is to develop a new dynamic risk score, called CShock, to improve early detection of cardiogenic shock in cardiac intensive care unit (ICU). METHODS:We developed and externally validated a deep learning-based risk stratification tool, called CShock, for patients admitted into the cardiac ICU with acute decompensated heart failure and/or myocardial infarction to predict onset of cardiogenic shock. We prepared a cardiac ICU dataset using MIMIC-III database by annotating with physician adjudicated outcomes. This dataset that consisted of 1500 patients with 204 having cardiogenic/mixed shock was then used to train CShock. The features used to train the model for CShock included patient demographics, cardiac ICU admission diagnoses, routinely measured laboratory values and vital signs, and relevant features manually extracted from echocardiogram and left heart catheterization reports. We externally validated the risk model on the New York University (NYU) Langone Health cardiac ICU database that was also annotated with physician adjudicated outcomes. The external validation cohort consisted of 131 patients with 25 patients experiencing cardiogenic/mixed shock. RESULTS:CShock achieved an area under the receiver operator characteristic curve (AUROC) of 0.821 (95% CI 0.792-0.850). CShock was externally validated in the more contemporary NYU cohort and achieved an AUROC of 0.800 (95% CI 0.717-0.884), demonstrating its generalizability in other cardiac ICUs. Having an elevated heart rate is most predictive of cardiogenic shock development based on Shapley values. The other top ten predictors are having an admission diagnosis of myocardial infarction with ST-segment elevation, having an admission diagnosis of acute decompensated heart failure, Braden Scale, Glasgow Coma Scale, Blood urea nitrogen, Systolic blood pressure, Serum chloride, Serum sodium, and Arterial blood pH. CONCLUSIONS:The novel CShock score has the potential to provide automated detection and early warning for cardiogenic shock and improve the outcomes for the millions of patients who suffer from myocardial infarction and heart failure.
PMID: 38518758
ISSN: 2048-8734
CID: 5640892

Anticoagulant prescribing patterns in patients with primary central nervous system malignancies and secondary metastases

Abdelmessih, Emily; Ahuja, Tania; Wo, Stephanie; Sango, Aaron; Papadopoulos, John; Green, David; Xiang, Elaine
To evaluate the safety of direct oral anticoagulants (DOACs) versus low-molecular weight heparin (LMWH) in patients with central nervous system (CNS) malignancies and secondary metastases. All adult patients with CNS malignancies and secondary metastases who were treated with a DOAC or LMWH for any indication from 2018 to 2022 were included. The primary outcome was the incidence of any intracranial hemorrhage (ICH) after anticoagulation initiation. Secondary outcomes included non-ICH bleeding events and thromboembolic events. Tolerability was assessed by any changes in anticoagulant therapy during study period. 153 patients were included; 48 patients received enoxaparin and 105 received DOACs, of which apixaban was used most commonly. The population was predominantly White (74%) and male (59%) with a median age of 65. Data was censored for immortal time bias for outcomes evaluated beyond 3 months. ICH occurred in 7.7% of the population, more frequently in the enoxaparin group (DOACs 4, 4% vs. enoxaparin 7, 16%, p = 0.037). Non-ICH bleeds were predominantly minor and more common in the DOAC group (DOACs 13, 13% vs. enoxaparin 1, 2%, p = 0.037). Thromboembolic events were not different between groups (DOACs 9. 9% vs, enoxaparin 2, 4%, p = 0.503). Anticoagulant switches occurred more in the enoxaparin group (DOACs 12, 12.4% vs. enoxaparin, 37.8%, p < 0.001), primarily due to patient or provider preference. Our data supports DOACs to be preferred over LMWH for the treatment of VTE or for stroke prevention with AF to prevent ICH in patients with brain tumors or metastases.
PMID: 38281232
ISSN: 1573-742x
CID: 5627732

Longitudinal Lower Airway Microbial Signatures of Acute Cellular Rejection in Lung Transplantation

Natalini, Jake G; Wong, Kendrew K; Nelson, Nathaniel C; Wu, Benjamin G; Rudym, Darya; Lesko, Melissa B; Qayum, Seema; Lewis, Tyler C; Wong, Adrian; Chang, Stephanie H; Chan, Justin C Y; Geraci, Travis C; Li, Yonghua; Wang, Chan; Li, Huilin; Pamar, Prerna; Schnier, Joseph; Mahoney, Ian J; Malik, Tahir; Darawshy, Fares; Sulaiman, Imran; Kugler, Matthias C; Singh, Rajbir; Collazo, Destiny E; Chang, Miao; Patel, Shrey; Kyeremateng, Yaa; McCormick, Colin; Barnett, Clea R; Tsay, Jun-Chieh J; Brosnahan, Shari B; Singh, Shivani; Pass, Harvey I; Angel, Luis F; Segal, Leopoldo N
PMID: 38358857
ISSN: 1535-4970
CID: 5633542

Antithrombotic Stewardship: Evaluation of Platelet Reactivity-Guided Cangrelor Dosing Using the VerifyNow® Assay

Connery, Alexander; Ahuja, Tania; Katz, Alyson; Arnouk, Serena; Zhu, Eric; Papadopoulos, John; Rao, Sunil; Merchan, Cristian
Cangrelor may be used as a bridge when temporary interruption of dual antiplatelet therapy (DAPT) is necessary. However, the optimal dose and monitoring of cangrelor in patients remains unknown, especially in the setting of mechanical circulatory support (MCS). We conducted an observational, single-center, retrospective cohort study of patients that had PCI within 3 months and received cangrelor while admitted to any intensive care unit. The primary outcome was the incidence of any major adverse cardiovascular event (MACE). Secondary outcomes included VerifyNow® platelet reactivity units (PRU) measured while on cangrelor and any bleeding events while on cangrelor. A total of 92 patients were included. The most common reason for cangrelor use was in the periprocedural setting, with or without MCS (42, 45%), followed by NPO status (26, 28%), and MCS alone (22, 24%). The primary outcome of MACE occurred in one patient (1.1%). Out of 92 patients, 77% had a P2Y12 level collected within 24 hours and 89% of the cohort was able to achieve the goal P2Y12 PRU of < 194. The median P2Y12 value was 115 PRU (40, 168 PRU). We observed a bleed event rate of 23% (21/92). We found a standardized protocol of cangrelor dosing in critically ill patients that received a DES in the past 3 months to be successful in achieving a goal P2Y12 PRU. Although the optimal PRU remains unknown, cardiovascular clinicians may monitor these levels to help guide decisions regarding cangrelor management. Future randomized controlled trials should evaluate the optimal PRU threshold to balance risks of ischemia and bleeding.
PMID: 38335531
ISSN: 1533-4023
CID: 5632052

Impact of oral vancomycin treatment duration on rate of Clostridioides difficile recurrence in patients requiring concurrent systemic antibiotics

Kwiatkowski, Diana; Marsh, Kassandra; Katz, Alyson; Papadopoulos, John; So, Jonathan; Major, Vincent J; Sommer, Philip M; Hochman, Sarah; Dubrovskaya, Yanina; Arnouk, Serena
BACKGROUND:infection (CDI) in patients requiring concomitant systemic antibiotics. OBJECTIVES/OBJECTIVE:To evaluate prescribing practices of vancomycin for CDI in patients that required concurrent systemic antibiotics and to determine whether a prolonged duration of vancomycin (>14 days), compared to a standard duration (10-14 days), decreased CDI recurrence. METHODS:(VRE). RESULTS:= .083) were not significantly different between groups. Discontinuation of vancomycin prior to completion of antibiotics was an independent predictor of 8-week recurrence on multivariable logistic regression (OR, 4.8; 95% CI, 1.3-18.1). CONCLUSIONS:Oral vancomycin prescribing relative to the systemic antibiotic end date may affect CDI recurrence to a greater extent than total vancomycin duration alone. Further studies are needed to confirm these findings.
PMID: 38288606
ISSN: 1559-6834
CID: 5627432

181: THROMBOELASTOGRAPHY WITH PLATELET MAPPING IN CRITICALLY ILL PATIENTS ON PROSTACYCLIN ANALOGUES

Merchan, Cristian; Arnouk, Serena; Smith, Deane; Katz, Alyson; Lewis, Tyler; Papadopoulos, John; Connery, Alexander
SCOPUS:85181045875
ISSN: 0090-3493
CID: 5630402

Utility of incorporation of beta-D-glucan and T2Candida testing for diagnosis and treatment of candidemia

Zacharioudakis, Ioannis M; Zervou, Fainareti N; Marsh, Kassandra; Siegfried, Justin; Yang, Jenny; Decano, Arnold; Dubrovskaya, Yanina; Mazo, Dana; Aguero-Rosenfeld, Maria
The additive role of non-culture-based methods for the diagnosis of candidemia remains unknown. We evaluated 2 clinical practices followed in our hospitals for the diagnosis of candidemia, namely practice#1 including a combination of blood cultures and T2Candida, and practice#2 that also included Beta-D-glucan (BDG). Three out of 96 patients testing positive with practice#1 received a complete antifungal course. Of the 120 patients evaluated with practice#2, 29 were positive. Only 55.2% of those received a complete course. We observed significant differences in antifungal utilization, with 268.5 antifungal days/1000 patient-days for practice#1, as opposed to 371.9 days for practice#2, a nearly 40% difference. However, we found similar rates of antifungal discontinuation among negative patients at 3 days of testing (36.8% and 37.0% respectively). No differences were detected in death and/or subsequent diagnosis of candidemia. In summary, addition of BDG was interpreted variably by clinicians, was associated with an increase in antifungal utilization, and did not correlate with measurable clinical benefits for patients.
PMID: 38071859
ISSN: 1879-0070
CID: 5589412

Treatment of Piperacillin-Tazobactam-Nonsusceptible/Ceftriaxone-Susceptible Infections With Carbapenem Versus Carbapenem-Sparing Antimicrobials

Cao, John; Dubrovskaya, Yanina; Siegfried, Justin; Decano, Arnold; Mazo, Dana; Hochman, Sarah; Zacharioudakis, Ioannis M; So, Jonathan; Solomon, Sadie; Papadopoulos, John; Marsh, Kassandra
BACKGROUND/UNASSIGNED: METHODS/UNASSIGNED:infections. The primary composite endpoint included escalation to intensive care unit, infection- or treatment-related readmission, mortality, and infection recurrence. Outcomes were compared between groups who received carbapenem (CG) versus carbapenem-sparing agents (CSG) as targeted gram-negative therapy. RESULTS/UNASSIGNED:= .001), while treatment with carbapenem-sparing therapy was not. CONCLUSIONS/UNASSIGNED:Our study did not find improved clinical outcomes with targeted carbapenem therapy for TZP-NS/CRO-S infections. Carbapenem-sparing agents may be considered to spare carbapenems in noncritically ill patients similar to those included in our cohort.
PMCID:10249260
PMID: 37305841
ISSN: 2328-8957
CID: 5522322

Antithrombotic and hemostatic stewardship: Evaluation of romiplostim for treatment of thrombocytopenia at a large academic medical center

Wong, Adrian; Ahuja, Tania; Cirrone, Frank; Xiang, Elaine
Romiplostim is indicated for immune thrombocytopenia (ITP), though is often used off-label for other indications such as chemotherapy-induced thrombocytopenia (CIT) and thrombocytopenia post hematopoietic stem cell transplantation (HSCT). Although romiplostim is FDA approved at a starting dose of 1 mcg/kg, it is often initiated at 2-4 mcg/kg depending on the severity of thrombocytopenia in clinical practice. Given the limited data, but interest in higher doses of romiplostim for indications other than ITP, we aimed to assess our inpatient romiplostim utilization at NYU Langone Health.This was a single-center, retrospective review of 84 adult patients from January 2019 to July 2021. The top three indications were ITP (51, 60.7%), CIT (13, 15.5%), and HSCT (10, 11.9%). The median initial romiplostim dose was 3.8 mcg/kg (range, 0.9-10.8). 51% of patients achieved a platelet count of ≥50 × 109/L by the end of week 1 of therapy. For patients achieving goal platelets by the end of week 1, the median dose of romiplostim was 2.4 mcg/kg (range, 0.9-10.8). There was 1 episode of thrombosis and 1 episode of stroke.We found that higher than FDA-recommended initial doses should be considered to achieve a platelet response. It appears to be safe to initiate romiplostim as higher doses, and to increase doses by greater increments than 1 mcg/kg in order to achieve a platelet response. Future prospective studies are needed to confirm the safety and efficacy of romiplostim in off-label indications and should evaluate clinical outcomes such as bleeding and need for transfusions.
PMID: 37132025
ISSN: 1477-092x
CID: 5503032