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Shoham Y, Rosenberg L, Hickerson W, Goverman J, Iyer N, Barrera-Oro J, Lipovy B, Monstrey S, Blome-Eberwein S, Wibbenmeyer LA, Scharpenberg M, Singer AJ. Early Enzymatic Burn Debridement: Results of the DETECT Multicenter Randomized Controlled Trial. J Burn Care Res 2024; 45:297-307. [PMID: 37715999 DOI: 10.1093/jbcr/irad142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Indexed: 09/18/2023]
Abstract
Since 1970 surgeons have managed deep burns by surgical debridement and autografting. We tested the hypothesis that enzymatic debridement with NexoBrid would remove the eschar reducing surgery and achieve comparable long-term outcomes as standard of care (SOC). In this Phase 3 trial, we randomly assigned adults with deep burns (covering 3-30% of total body surface area [TBSA]) to NexoBrid, surgical or nonsurgical SOC, or placebo Gel Vehicle (GV) in a 3:3:1 ratio. The primary endpoint was complete eschar removal (ER) at the end of the debridement phase. Secondary outcomes were need for surgery, time to complete ER, and blood loss. Safety endpoints included wound closure and 12 and 24-months cosmesis on the Modified Vancouver Scar Scale. Patients were randomized to NexoBrid (n = 75), SOC (n = 75), and GV (n = 25). Complete ER was higher in the NexoBrid versus the GV group (93% vs 4%; P < .001). Surgical excision was lower in the NexoBrid vs the SOC group (4% vs 72%; P < .001). Median time to ER was 1.0 and 3.8 days for the NexoBrid and SOC respectively (P < .001). ER blood loss was lower in the NexoBrid than the SOC group (14 ± 512 mL vs 814 ± 1020 mL, respectively; P < .0001). MVSS scores at 12 and 24 months were noninferior in the NexoBrid versus SOC groups (3.7 ± 2.1 vs 5.0 ± 3.1 for the 12 months and 3.04 ± 2.2 vs 3.30 ± 2.76 for the 24 months). NexoBrid resulted in early complete ER in >90% of burn patients, reduced surgery and blood loss. NexoBrid was safe and well tolerated without deleterious effects on wound closure and scarring.
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Affiliation(s)
- Yaron Shoham
- Department of Plastic Surgery and Burn Unit, Soroka University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheba 8400711, Israel
| | - Lior Rosenberg
- Department of Plastic Surgery and Burn Unit, Soroka University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheba 8400711, Israel
| | - William Hickerson
- Department of Plastic Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Department of Medicine, Firefighters Regional Burn Center, Regional One Health, Memphis, TN 38163, USA
| | - Jeremy Goverman
- Department of Surgery, Sumner Redstone Burn Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Narayan Iyer
- Burn and Blast Medical Countermeasures Program, Division of Chemical, Biological, Radiological/Nuclear Countermeasures (CBRN), Biomedical Advanced Research and Development Authority (BARDA), Administration for Preparedness and Response (ASPR) 20201, HHS
| | - Julio Barrera-Oro
- Burn and Blast Medical Countermeasures Program, Division of Chemical, Biological, Radiological/Nuclear Countermeasures (CBRN), Biomedical Advanced Research and Development Authority (BARDA), Administration for Preparedness and Response (ASPR) 20201, HHS
| | - Bretislav Lipovy
- Department of Burns and Plastic Surgery, University Hospital Brno, Faculty of Medicine, Masaryk University, Brno 60300, Czech Republic
| | - Stan Monstrey
- Department of Plastic and Reconstructive Surgery and Burn Center, University Hospital of Ghent, Ghent 9000, Belgium
| | | | - Lucy A Wibbenmeyer
- Department of Surgery, Carver College of Medicine, University of Iowa Health Care, Iowa City, IA 52242, USA
| | - Martin Scharpenberg
- Universität Bremen, Kompetenzzentrum für Klinische Studien Bremen, Bremen 28359, Germany
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
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Singer AJ, Heslin S, Skopicki H, On C, Senzel LB, Tharakan M, Thode HC, Peacock F. Introduction of a high sensitivity troponin reduces ED length of stay. Am J Emerg Med 2024; 76:82-86. [PMID: 38006636 DOI: 10.1016/j.ajem.2023.11.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 11/08/2023] [Accepted: 11/16/2023] [Indexed: 11/27/2023] Open
Abstract
BACKGROUND High sensitivity cardiac troponins (hs-cTn) allow earlier identification and exclusion of acute myocardial infarction. We determined if transitioning from contemporary to high sensitivity troponin T (hs-cTnT) would reduce ED length of stay in chest pain (CP) patients. METHODS We conducted a pragmatic, prospective, before and after study of implementing a hs-cTnT by reviewing the electronic health records in all adult ED patients presenting to a large, suburban academic medical center during the 3 months before and after transitioning from a 4th generation troponin to a 5th generation hs-cTnT (Elecsys® Troponin T-high sensitive, Roche Diagnostics, Indianapolis, IN). RESULTS There were 1431 and 1437 CP patients before and after the intervention. Mean (SD) age was 51.5 (18) yrs. and 54.3% were female. The median (IQR) ED LOS for chest pain patients directly discharged to home was 6.2 (4.7-8.4) and 5.3 (4.0-7.2) hours before and after introducing hs-cTn respectively; difference 47 min (95%CI, 35-59); P < 0.001. The median (IQR) ED LOS for chest pain patients admitted to the hospital was 9.5 (6.6-13.8) and 8.1 (5.7-11.2) hours before and after introducing hs-cTn respectively; difference 77 min (95%CI, 35-121); P < 0.001. Overall admission rates (22 vs 21% both before and after) did not change during the study. The rates of computed tomography coronary angiography before and after the intervention were 21 and 20.4% respectively. The rates of invasive coronary angiography before and after the intervention were 5.8 and 5.6% respectively. CONCLUSIONS Transitioning to a hs-cTnT is associated with a clinically relevant and statistically significant reduction in ED LOS for both discharged and admitted patients with and without CP with no increase in admission or coronary angiography rates.
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Affiliation(s)
- Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America.
| | - Samita Heslin
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Hal Skopicki
- Division of Cardiology, Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Chen On
- Division of Cardiology, Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Lisa B Senzel
- Department of Clinical Pathology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Mathew Tharakan
- Division of Cardiology, Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Frank Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, United States of America
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Rampersaud VM, Barberis T, Thode HC, Singer AJ. The role of point-of-care testing in cardiac arrest patients. Am J Emerg Med 2023; 74:32-35. [PMID: 37748267 DOI: 10.1016/j.ajem.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 08/29/2023] [Accepted: 09/03/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND Point-of-care testing (POCT) provides real time information to the clinical team, leading to early diagnosis and treatment. Whether POCT plays a role in improving outcomes in patients with out of hospital cardiac arrest (OHCA) remains unknown. The objective of this study was to describe use of POCT in OHCA and to explore its association with outcomes. METHODS We conducted a retrospective chart review on patients transferred by emergency medical services (EMS) to the ED for out-of-hospital cardiac arrest (OHCA) in 2019. Data collected from patient charts included baseline information, the Utstein criteria for cardiac arrest, whether POCT was used, whether POCT was abnormal, and what treatment was given, if any, as a result of the abnormal POCT. Outcomes included return of spontaneous circulation (ROSC) and survival to hospital discharge. Outcomes in patients with and without POCT were compared using chi-square and t-tests. RESULTS There were 119 study patients. Their mean (SD) age was 65 (18) years and 65% were male. Cardiac arrest was witnessed in 48% and initial rhythm was asystole in 66%. The rates of ROSC and survival were 22.7% (95%CI, 16.1-31.1) and 3.4% (95%CI, 1.3-8.3). POCT was used in 66 patients (55.4%; 95%CI, 46.5-64.1) all of whom had at least one abnormality. The results of POCT led to administration of a therapy in 60 patients (91.0%; 95%CI, 81.6-95.8). The rates of ROSC in patients with and without POCT were 22.6% vs 22.7% respectively. The rates of survival to discharge in patients with and without POCT were 0% vs 3.8% respectively. CONCLUSIONS POCT is commonly used in the ED for patients with OHCA and its results often lead to changes in therapies. However, use of POCT was not associated with ROSC or survival to discharge.
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Affiliation(s)
- Vishnu M Rampersaud
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, United States of America
| | - Trinity Barberis
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, United States of America
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, United States of America
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, United States of America.
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Snyder RJ, Singer AJ, Dove CR, Heisler S, Petusevsky H, James G, deLancey Pulcini E, Yaakov AB, Rosenberg L, Grant E, Shoham Y. An open-label, proof-of-concept study assessing the effects of bromelain-based enzymatic debridement on biofilm and microbial loads in patients with venous leg ulcers and diabetic foot ulcers. Wounds 2023; 35:E414-E419. [PMID: 38277629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/28/2024]
Abstract
BACKGROUND Most chronic wounds contain biofilm, and debridement remains the centerpiece of treatment. Enzymatic debridement is an effective tool in removing nonviable tissue, however, there is little evidence supporting its effect on planktonic and biofilm bacteria. OBJECTIVE This study evaluated the effects of a novel BBD agent on removal of nonviable tissue, biofilm, and microbial loads in patients with chronic ulcers. MATERIALS AND METHODS Twelve patients with DFU or VLU were treated with up to 8 once-daily applications of BBD and then followed for an additional 2 weeks. Punch biopsy specimens were collected and analyzed for biofilm, and fluorescence imaging was used to measure bacterial load. RESULTS Ten patients completed treatment, and 7 achieved complete debridement within a median of 2 applications (range, 2-8). By the end of the 2-week follow-up period, the mean ± SD reduction in wound area was 35% ± 38. In all 6 patients who were positive for biofilm at baseline, the biofilm was reduced to single individual or no detected microorganisms by the end of treatment. Red fluorescence for Staphylococcus aureus decreased from a mean of 1.09 cm² ± 0.58 before treatment to 0.39 cm² ± 0.25 after treatment. BBD was safe and well tolerated. CONCLUSION Preliminary data suggest that BBD is safe and that it can be used to effectively debride DFU and VLU, reduce biofilm and planktonic bacterial load, and promote reduction in wound size.
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Affiliation(s)
| | | | | | - Stephen Heisler
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Garth James
- Montana State University-Bozeman, Bozeman, MT, USA
| | | | | | | | - Edward Grant
- DP Clinical VP, Biostatistics and Clinical Data Management, Rockville, MD, USA
| | - Yaron Shoham
- Ben-Gurion University of the Negev, Beersheba, Israel
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Shoham Y, Gasteratos K, Singer AJ, Krieger Y, Silberstein E, Goverman J. Bromelain-based enzymatic burn debridement: A systematic review of clinical studies on patient safety, efficacy and long-term outcomes. Int Wound J 2023; 20:4364-4383. [PMID: 37455553 PMCID: PMC10681521 DOI: 10.1111/iwj.14308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 06/25/2023] [Accepted: 06/28/2023] [Indexed: 07/18/2023] Open
Abstract
In 2012 the European Medicines Agency approved a pineapple stem-derived Bromelain-based debridement concentrate of proteolytic enzymes (NexoBrid®, MediWound Ltd, Yavne, Israel) for adult deep burns. Over 10 000 patients have been successfully treated with NexoBrid® globally, including in the US. The aim of our study is to perform a systematic review of the current literature on Nexobrid® outcomes. We conducted a literature search in PubMed, Google Scholar, Embase, and other search engines (2013-2023). The online screening process was performed by two independent reviewers with the Covidence tool. The protocol was reported using the Preferred Reporting Items for Systematic Review and Meta-Analyses, and it was registered at the International Prospective Register of Systematic Reviews of the National Institute for Health Research. We identified 103 relevant studies of which 34 were found eligible. The included studies report the positive effects of Nexobrid® on burn debridement, functional and cosmetic outcomes, scarring, and quality of life. Also, they validate the high patient satisfaction thanks to enhanced protocols of analgosedation and/or locoregional anaesthesia during Bromelain-based debridement. Two studies investigate potential risks (coagulopathy, burn wound infection) which concluded there is no strong evidence of these adverse events. NexoBrid® is a safe, selective, non-surgical eschar removal treatment modality. The benefits of Bromelain-based debridement are faster debridement and healing times, reduced operations, length of stay, cases of sepsis, blood transfusions, and prevention of compartment syndrome. Existing evidence suggests that the indications and the role of Bromelain-based debridement are expanding to cover "off-label" cases with significant benefits to the global healthcare economy.
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Affiliation(s)
- Yaron Shoham
- Plastic and Reconstructive Surgery Department and Burn Unit, Soroka University Medical Center, Faculty of Health SciencesBen‐Gurion University of the NegevBeer ShebaIsrael
| | | | - Adam J. Singer
- Department of Emergency MedicineStony Brook UniversityStony BrookNew YorkUSA
| | - Yuval Krieger
- Plastic and Reconstructive Surgery Department and Burn Unit, Soroka University Medical Center, Faculty of Health SciencesBen‐Gurion University of the NegevBeer ShebaIsrael
| | - Eldad Silberstein
- Plastic and Reconstructive Surgery Department and Burn Unit, Soroka University Medical Center, Faculty of Health SciencesBen‐Gurion University of the NegevBeer ShebaIsrael
| | - Jeremy Goverman
- Sumner M. Redstone Burn Center, Department of SurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
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6
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Jao S, Wang Z, Mukhi A, Chaudhary N, Martin J, Yuan V, Laskowski R, Huang E, Vosswinkel J, Singer AJ, Jawa R. Radiographic cervical spine injury patterns in admitted blunt trauma patients with and without prehospital spinal motion restriction. Trauma Surg Acute Care Open 2023; 8:e001092. [PMID: 38020851 PMCID: PMC10668292 DOI: 10.1136/tsaco-2023-001092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 10/03/2023] [Indexed: 12/01/2023] Open
Abstract
Objectives Selective prehospital cervical spine motion restriction (C-SMR) following blunt trauma has increasingly been used by emergency medical service (EMS) providers. We determined rates of prehospital C-SMR and concomitant radiographic injury patterns. Methods A retrospective trauma registry and chart review was conducted for all adult blunt trauma patients who were transported by EMS and hospitalized with radiographic cervical spine injuries from 2011 to 2019 at a level 1 trauma center. Results Of 658 admitted blunt trauma patients with confirmed cervical spine injury by imaging, 117 (17.8%) did not receive prehospital C-SMR. Patients without prehospital C-SMR were significantly older (76 vs 54 years), more often had low fall as mechanism of injury (59.8% vs 15.9%) and had lower Injury Severity Score (10 vs 17). Patients without C-SMR (Non-SMR) experienced the full array of cervical spine injury types and locations. While the non-SMR patients most often had dens fractures,C-SMR patients most often had C7 fractures; frequencies of fractures at the remaining vertebral levels were comparable. On MRI, cervical spinal cord (8.5% vs 19.6%) and ligamentous injuries (5.1% vs 12.6%) occurred less often in non-SMR patients. Approximately 8.5% of non-SMR patients and 20% of C-SMR patients required cervical spine surgery. Conclusion Patients without prehospital C-SMR demonstrate a broad array of cervical spine injuries. While the rates of certain cervical injuries are lower in prehospital non-SMR patients, they are not insignificant. Level of evidence Level III.
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Affiliation(s)
- Susan Jao
- Stony Brook University, Stony Brook, New York, USA
| | - Zhe Wang
- Stony Brook University, Stony Brook, New York, USA
| | - Ambika Mukhi
- Stony Brook University, Stony Brook, New York, USA
| | | | | | | | | | - Emily Huang
- Stony Brook University, Stony Brook, New York, USA
| | | | - Adam J Singer
- Emergency Medicine, Stony Brook University, Stony Brook, New York, USA
| | - Randeep Jawa
- Stony Brook University, Stony Brook, New York, USA
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Singer AJ, Concha M, Williams J, Brown CS, Fernandes R, Thode HC, Kirchman M, Rabinstein AA. Treatment of Factor-Xa Inhibitor-associated Bleeding with Andexanet Alfa or 4 Factor PCC: A Multicenter Feasibility Retrospective Study. West J Emerg Med 2023; 24:939-949. [PMID: 37788035 PMCID: PMC10527834 DOI: 10.5811/westjem.60587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/06/2023] [Accepted: 07/20/2023] [Indexed: 10/04/2023] Open
Abstract
Background: There are no randomized trials comparing andexanet alfa and 4 factor prothrombin complex concentrate (4F-PCC) for the treatment of factor Xa inhibitor (FXa-I)-associated bleeds, and observational studies lack important patient characteristics. We pursued this study to demonstrate the feasibility of acquiring relevant patient characteristics from electronic health records. Secondarily, we explored outcomes in patients with life-threatening FXa-I associated bleeds after adjusting for these variables. Methods: We conducted a multicenter, chart review of 100 consecutive adult patients with FXa-I associated intracerebral hemorrhage (50) or gastrointestinal bleeding (50) treated with andexanet alfa or 4F-PCC. We collected demographic, clinical, laboratory, and imaging data including time from last factor FXa-I dose and bleed onset. Results: Mean (SD) age was 75 (12) years; 34% were female. Estimated time from last FXa-I dose to bleed onset was present in most cases (76%), and patients treated with andexanet alfa and 4F-PCC were similar in baseline characteristics. Hemostatic efficacy was excellent/good in 88% and 76% of patients treated with andexanet alfa and 4F-PCC, respectively (P = 0.29). Rates of thrombotic events within 90 days were 14% and 16% in andexanet alfa and 4F-PCC patients, respectively (P = 0.80). Survival to hospital discharge was 92% and 76% in andexanet alfa and 4F-PCC patients, respectively (P = 0.25). Inclusion of an exploratory propensity score and treatment in a logistic regression model resulted in an odds ratio in favor of andexanet alfa of 2.01 (95% confidence interval 0.67-6.06) for excellent/good hemostatic efficacy, although the difference was not statistically significant. Conclusion: Important patient characteristics are often documented supporting the feasibility of a large observational study comparing real-life outcomes in patients with FXa-I-associated bleeds treated with andexanet alfa or 4F-PCC. The small sample size in the current study precluded definitive conclusions regarding the safety and efficacy of andexanet alfa or 4F-PCC in FXa-I-associated bleeds.
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Affiliation(s)
- Adam J Singer
- Renaissance School of Medicine at Stony Brook University, Department of Emergency Medicine, Stony Brook, New York,
| | - Mauricio Concha
- Sarasota Memorial Hospital, Department of Neuroscience, Sarasota, Florida
| | - James Williams
- Meritus Health, Department of Emergency Medicine, Hagerstown, Maryland
| | - Caitlin S Brown
- Mayo Clinic-Rochester, Department of Pharmacy, Rochester, Minnesota
| | - Rafael Fernandes
- Renaissance School of Medicine at Stony Brook University, Department of Emergency Medicine, Stony Brook, New York
| | - Henry C Thode
- Renaissance School of Medicine at Stony Brook University, Department of Emergency Medicine, Stony Brook, New York
| | - Marylin Kirchman
- Sarasota Memorial Hospital, Department of Neuroscience, Sarasota, Florida
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8
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Wu L, Chen X, Khalemsky A, Li D, Zoubeidi T, Lauque D, Alsabri M, Boudi Z, Kumar VA, Paxton J, Tsilimingras D, Kurland L, Schwartz D, Hachimi-Idrissi S, Camargo CA, Liu SW, Savioli G, Intas G, Soni KD, Junhasavasdikul D, Cabello JJT, Rathlev NK, Tazarourte K, Slagman A, Christ M, Singer AJ, Lang E, Ricevuti G, Li X, Liang H, Grossman SA, Bellou A. The Association between Emergency Department Length of Stay and In-Hospital Mortality in Older Patients Using Machine Learning: An Observational Cohort Study. J Clin Med 2023; 12:4750. [PMID: 37510865 PMCID: PMC10381297 DOI: 10.3390/jcm12144750] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/28/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
The association between emergency department (ED) length of stay (EDLOS) with in-hospital mortality (IHM) in older patients remains unclear. This retrospective study aims to delineate the relationship between EDLOS and IHM in elderly patients. From the ED patients (n = 383,586) who visited an urban academic tertiary care medical center from January 2010 to December 2016, 78,478 older patients (age ≥60 years) were identified and stratified into three age subgroups: 60-74 (early elderly), 75-89 (late elderly), and ≥90 years (longevous elderly). We applied multiple machine learning approaches to identify the risk correlation trends between EDLOS and IHM, as well as boarding time (BT) and IHM. The incidence of IHM increased with age: 60-74 (2.7%), 75-89 (4.5%), and ≥90 years (6.3%). The best area under the receiver operating characteristic curve was obtained by Light Gradient Boosting Machine model for age groups 60-74, 75-89, and ≥90 years, which were 0.892 (95% CI, 0.870-0.916), 0.886 (95% CI, 0.861-0.911), and 0.838 (95% CI, 0.782-0.887), respectively. Our study showed that EDLOS and BT were statistically correlated with IHM (p < 0.001), and a significantly higher risk of IHM was found in low EDLOS and high BT. The flagged rate of quality assurance issues was higher in lower EDLOS ≤1 h (9.96%) vs. higher EDLOS 7 h <t≤ 8 h (1.84%). Special attention should be given to patients admitted after a short stay in the ED and a long BT, and new concepts of ED care processes including specific areas and teams dedicated to older patients care could be proposed to policymakers.
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Affiliation(s)
- Lijuan Wu
- Institute of Sciences in Emergency Medicine, Department of Emergency Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
- Medical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Xuanhui Chen
- Medical Big Data Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Anna Khalemsky
- Management Department, Hadassah Academic College, Jerusalem 91010, Israel
| | - Deyang Li
- Institute of Sciences in Emergency Medicine, Department of Emergency Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Taoufik Zoubeidi
- Department of Statistics, College of Business and Economics, UAE University, Al Ain 1555, United Arab Emirates
| | - Dominique Lauque
- Department of Emergency of Medicine, Beth Israel Deaconess Medical Center, Teaching Hospital of Harvard Medical School, Boston, MA 02115, USA
- Department of Emergency Medicine, Purpan Hospital and Toulouse III University, 31300 Toulouse, France
| | - Mohammed Alsabri
- Department of Emergency of Medicine, Beth Israel Deaconess Medical Center, Teaching Hospital of Harvard Medical School, Boston, MA 02115, USA
- Department of Pediatrics, Brookdale University Hospital and Medical Center, 1 Brookdale Plaza, Brooklyn, NY 11212, USA
| | - Zoubir Boudi
- Department of Emergency Medicine, Dr Sulaiman Alhabib Hospital, Dubai 2542, United Arab Emirates
- Global Network on Emergency Medicine, Brookline, MA 02446, USA
| | - Vijaya Arun Kumar
- Department of Emergency Medicine, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - James Paxton
- Department of Emergency Medicine, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Dionyssios Tsilimingras
- Department of Family Medicine & Public Health Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Lisa Kurland
- Department of Medical Sciences, Örebro University, 70182 Örebro, Sweden
| | - David Schwartz
- Information Systems Department, Graduate School of Business Administration, Bar-Ilan University, Ramat-Gan 529002, Israel
| | - Said Hachimi-Idrissi
- Global Network on Emergency Medicine, Brookline, MA 02446, USA
- Department of Emergency Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - Carlos A Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Shan W Liu
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Gabriele Savioli
- Emergency Department, IRCCS Fondazione Policlinico San Matteo, 27100 Pavia, Italy
| | - Geroge Intas
- Department of Critical Care, General Hospital of Nikaia Agios Panteleimon, 18454 Athens, Greece
| | - Kapil Dev Soni
- Jai Prakash Narayan Apex Trauma Center, Ring Road, New Delhi 110029, India
| | - Detajin Junhasavasdikul
- Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
| | | | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School, Baystate, Springfield, MA 01199, USA
| | - Karim Tazarourte
- Department of Health Quality, University Hospital, Hospices Civils, 69002 Lyon, France
- Department of Emergency Medicine, University Hospital, Hospices Civils, 69002 Lyon, France
| | - Anna Slagman
- Division of Emergency and Acute Medicine, Campus Virchow Klinikum and Charité Campus Mitte, Charité Universitätsmedizin, 10117 Berlin, Germany
| | - Michael Christ
- Department of Emergency Medicine, 6000 Lucerne, Switzerland
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance Scholl of Medicine at Stony Brook University, Stony Brook, NY 11794, USA
| | - Eddy Lang
- Department of Emergency Medicine, Emergency Medicine Cumming School of Medicine, University of Calgary, Alberta Health Services, Calgary, AB T2N 1N4, Canada
| | - Giovanni Ricevuti
- Emergency Medicine, School of Pharmacy, University of Pavia, 27100 Pavia, Italy
| | - Xin Li
- Department of Emergency Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Huiying Liang
- Medical Big Data Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Shamai A Grossman
- Department of Emergency of Medicine, Beth Israel Deaconess Medical Center, Teaching Hospital of Harvard Medical School, Boston, MA 02115, USA
| | - Abdelouahab Bellou
- Institute of Sciences in Emergency Medicine, Department of Emergency Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
- Department of Emergency of Medicine, Beth Israel Deaconess Medical Center, Teaching Hospital of Harvard Medical School, Boston, MA 02115, USA
- Global Network on Emergency Medicine, Brookline, MA 02446, USA
- Department of Emergency Medicine, Wayne State University School of Medicine, Detroit, MI 48201, USA
- Department of Emergency Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
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Rafique Z, Budden J, Quinn CM, Duanmu Y, Safdar B, Bischof JJ, Driver BE, Herzog CA, Weir MR, Singer AJ, Boone S, Soto-Ruiz KM, Peacock WF. Patiromer utility as an adjunct treatment in patients needing urgent hyperkalaemia management (PLATINUM): design of a multicentre, randomised, double-blind, placebo-controlled, parallel-group study. BMJ Open 2023; 13:e071311. [PMID: 37308268 PMCID: PMC10277034 DOI: 10.1136/bmjopen-2022-071311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 05/11/2023] [Indexed: 06/14/2023] Open
Abstract
INTRODUCTION Hyperkalaemia is common, life-threatening and often requires emergency department (ED) management; however, no standardised ED treatment protocol exists. Common treatments transiently reducing serum potassium (K+) (including albuterol, glucose and insulin) may cause hypoglycaemia. We outline the design and rationale of the Patiromer Utility as an Adjunct Treatment in Patients Needing Urgent Hyperkalaemia Management (PLATINUM) study, which will be the largest ED randomised controlled hyperkalaemia trial ever performed, enabling assessment of a standardised approach to hyperkalaemia management, as well as establishing a new evaluation parameter (net clinical benefit) for acute hyperkalaemia treatment investigations. METHODS AND ANALYSIS PLATINUM is a Phase 4, multicentre, randomised, double-blind, placebo-controlled study in participants who present to the ED at approximately 30 US sites. Approximately 300 adult participants with hyperkalaemia (K+ ≥5.8 mEq/L) will be enrolled. Participants will be randomised 1:1 to receive glucose (25 g intravenously <15 min before insulin), insulin (5 units intravenous bolus) and aerosolised albuterol (10 mg over 30 min), followed by a single oral dose of either 25.2 g patiromer or placebo, with a second dose of patiromer (8.4 g) or placebo after 24 hours. The primary endpoint is net clinical benefit, defined as the mean change in the number of additional interventions less the mean change in serum K+, at hour 6. Secondary endpoints are net clinical benefit at hour 4, proportion of participants without additional K+-related medical interventions, number of additional K+-related interventions and proportion of participants with sustained K+ reduction (K+ ≤5.5 mEq/L). Safety endpoints are the incidence of adverse events, and severity of changes in serum K+ and magnesium. ETHICS AND DISSEMINATION A central Institutional Review Board (IRB) and Ethics Committee provided protocol approval (#20201569), with subsequent approval by local IRBs at each site, and participants will provide written consent. Primary results will be published in peer-reviewed manuscripts promptly following study completion. TRIAL REGISTRATION NUMBER NCT04443608.
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Affiliation(s)
- Zubaid Rafique
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
| | | | | | - Youyou Duanmu
- Department of Emergency Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Basmah Safdar
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Jason J Bischof
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Brian E Driver
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, Minnesota, USA
| | - Charles A Herzog
- Division of Cardiology, Department of Internal Medicine, Hennepin Healthcare/University of Minnesota, Minneapolis, Minnesota, USA
| | - Matthew R Weir
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Adam J Singer
- Department of Emergency Medicine, SUNY Stony Brook, Stony Brook, New York, USA
| | - Stephen Boone
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
| | | | - W Frank Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
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McMahon BJ, Shrestha P, Thode HC, Morley EJ, Rao B, Tawfik GA, Adhiyaman A, Devitt C, Godbole N, Pizzuti J, Shah K, Willems B, McKenna P, Singer AJ. Impact of HEART Score Decision Aid on Coronary Computed Tomography Angiography Utilization and Diagnostic Yield in the Emergency Department. Crit Pathw Cardiol 2023; 22:45-49. [PMID: 37220658 DOI: 10.1097/hpc.0000000000000318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
OBJECTIVE Emergency physicians are challenged to efficiently and reliably risk stratify patients presenting with chest pain (CP) to optimize diagnostic testing and avoid unnecessary hospital admissions. The objective of our study was to evaluate the impact of a HEART score-based decision aid (HSDA) integrated in the electronic health record on coronary computed tomography angiography (CCTA) utilization and diagnostic yield in adult emergency department (ED) CP patients with suspected acute coronary syndrome. METHODS We conducted a before and after study to determine whether implementation of a mandatory computerized HSDA would reduce CCTA utilization in ED CP patients and improve the diagnostic yield of obstructive coronary artery disease (CAD) (≥50%). We included all adult ED CP patients with suspected acute coronary syndrome during the first 6 months of 2018 (before) and 2020 (after) at a large academic center. CCTA utilization and obstructive CAD yield were compared in patients before and after implementing the HSDA using χ2 tests. Secondarily, we assessed the association of HEART scores and CCTA results. RESULTS Of the 3095 CP patients during the before study period, 733 underwent CCTA. Of the 2692 CP patients during the after study period, 339 underwent CCTA. CCTA utilization before and after HSDA was 23.4% [95% confidence interval (95% CI), 22.2-25.2] and 12.6% (95% CI, 11.4-13.0), respectively; mean difference was 11.1% (95% CI, 0.9-13.0). Among 1072 patients undergoing CCTA, mean (SD) age and percent females before versus after HSDA were 54 (11) versus 56 (11) years and 50% versus 49%, respectively. We included 1014 patients (686 before and 328 after) for the yield analysis. Obstructive CAD was present in 15% (95% CI, 12.7-17.9) and 20.1% (95% CI, 16.1-24.7) before and after HSDA, respectively; mean difference was 4.9% (95% CI, 0.1-10.1). CONCLUSIONS Implementation of a mandatory electronic health record HSDA aid reduced ED CCTA utilization by half and improved the diagnostic yield.
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Affiliation(s)
- Brian J McMahon
- From the Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY
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11
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Shen B, Hou W, Jiang Z, Li H, Singer AJ, Hoshmand-Kochi M, Abbasi A, Glass S, Thode HC, Levsky J, Lipton M, Duong TQ. Longitudinal Chest X-ray Scores and their Relations with Clinical Variables and Outcomes in COVID-19 Patients. Diagnostics (Basel) 2023; 13:diagnostics13061107. [PMID: 36980414 PMCID: PMC10047384 DOI: 10.3390/diagnostics13061107] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/08/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
Background: This study evaluated the temporal characteristics of lung chest X-ray (CXR) scores in COVID-19 patients during hospitalization and how they relate to other clinical variables and outcomes (alive or dead). Methods: This is a retrospective study of COVID-19 patients. CXR scores of disease severity were analyzed for: (i) survivors (N = 224) versus non-survivors (N = 28) in the general floor group, and (ii) survivors (N = 92) versus non-survivors (N = 56) in the invasive mechanical ventilation (IMV) group. Unpaired t-tests were used to compare survivors and non-survivors and between time points. Comparison across multiple time points used repeated measures ANOVA and corrected for multiple comparisons. Results: For general-floor patients, non-survivor CXR scores were significantly worse at admission compared to those of survivors (p < 0.05), and non-survivor CXR scores deteriorated at outcome (p < 0.05) whereas survivor CXR scores did not (p > 0.05). For IMV patients, survivor and non-survivor CXR scores were similar at intubation (p > 0.05), and both improved at outcome (p < 0.05), with survivor scores showing greater improvement (p < 0.05). Hospitalization and IMV duration were not different between groups (p > 0.05). CXR scores were significantly correlated with lactate dehydrogenase, respiratory rate, D-dimer, C-reactive protein, procalcitonin, ferritin, SpO2, and lymphocyte count (p < 0.05). Conclusions: Longitudinal CXR scores have the potential to provide prognosis, guide treatment, and monitor disease progression.
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Affiliation(s)
- Beiyi Shen
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Wei Hou
- Department of Family Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Zhao Jiang
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Haifang Li
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Adam J. Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Mahsa Hoshmand-Kochi
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Almas Abbasi
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Samantha Glass
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Henry C. Thode
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Jeffrey Levsky
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY 10461, USA
| | - Michael Lipton
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY 10461, USA
| | - Tim Q. Duong
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY 10461, USA
- Correspondence: ; Tel.: +718-920-6268
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Singer AJ, Goradia EN, Grandfield S, Zhang N, Shah K, McClain SA, Sandoval S, Shoham Y. A Comparison of Topical Agents for Eschar Removal in a Porcine Model: Bromelain-enriched vs Traditional Collagenase Agents. J Burn Care Res 2023; 44:408-413. [PMID: 35764058 DOI: 10.1093/jbcr/irac080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Indexed: 11/14/2022]
Abstract
Surgical excision and grafting of deep partial-thickness (DPT) and full-thickness (FT) burns is a cornerstone of wound care. The use of commercially available topical enzymatic agents has been limited due to slower and less complete eschar removal than surgical excision. Using a porcine model of DPT and FT burns, we compared the eschar removal efficacy of a bromelain-enriched enzymatic agent derived from the stems of pineapple plants and a commercially available collagenase. We created 40 DPT and 40 FT burns on four anesthetized Yorkshire pigs. Eschar removal was initiated 24 hours later. Two pigs each were randomly assigned to collagenase or the bromelain-enriched agent. The bromelain-enriched agent was applied topically once for 4 hours followed by a 2-hour soaking. The collagenase was applied topically daily until complete removal of eschar or for up to 14 days. All bromelain-enriched treated FT burns underwent complete removal of the eschar after a single application while none of the collagenase-treated FT burns underwent complete removal of the eschar even after 14 days of treatment. All bromelain-enriched treated DPT burns had complete eschar removal after the single application. None of the collagenase-treated DPT burns experienced complete removal of eschar after 10 days; by day 14, 35% had complete eschar removal, 30% had >50% eschar removed, and 35% had <50% eschar removed. We conclude that eschar removal is quicker and more complete with the bromelain-enriched compared with collagenase debriding agent.
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Affiliation(s)
- Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Eshani N Goradia
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Samuel Grandfield
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Nigel Zhang
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Kunal Shah
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Steve A McClain
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Steven Sandoval
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, New York, USA
| | - Yaron Shoham
- Department of Plastic and Reconstructive Surgery and Burn Unit, Soroka University Medical Center, Ben-Gurion University, Beer Sheba, Israel
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13
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Hornik ES, Thode HC, Singer AJ. Analgesic use in ED patients with long-bone fractures: A national assessment of racial and ethnic disparities. Am J Emerg Med 2023; 69:11-16. [PMID: 37027957 DOI: 10.1016/j.ajem.2023.03.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 03/22/2023] [Accepted: 03/26/2023] [Indexed: 04/03/2023] Open
Abstract
BACKGROUND It is vital to ensure equitable care is given to all patients and to eliminate any disparities in administration of analgesics and opioids in emergency department (ED) patients with long-bone fractures. Our objective was to determine whether sex, ethnic, or racial disparities still exist in administration and prescription of analgesics and opioids in ED patients with long-bone fractures using a current nationally representative database. METHODS This was a retrospective, cross-sectional analysis of ED patients ages 15-55 years with long-bone fractures included in the National Hospital and Medical Care Survey (NHAMCS) database from 2016 to 2019. Our primary and secondary outcomes were administration of analgesics and opioids in the ED and our exploratory outcomes were prescription of analgesics and opioids in discharged patients. Outcomes were adjusted for age, sex, race, insurance, fracture location, number of fractures, and pain severity. RESULTS Of the estimated 2.32 million ED patient visits analyzed, 65% received analgesics and 50% received opioids in the ED. On multivariable analyses, administration of analgesics was associated with female sex (OR 2.11; 95% CI 1.08-4.12) and Black race (OR 2.84; 95% CI 1.03-7.80), but not with Hispanic/Latino ethnicity (OR 2.09; 95% CI 0.72-6.04). No associations were found between opioid administration or analgesic or opioid prescription and female sex, Hispanic/Latino ethnicity, or Black race. CONCLUSIONS Between 2016 and 2019 there were no significant sex, ethnic, or racial disparities in administration or prescription of analgesics or opioids in ED adult patients with long-bone fractures.
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Khani ME, Harris ZB, Osman OB, Singer AJ, Hassan Arbab M. Triage of in vivo burn injuries and prediction of wound healing outcome using neural networks and modeling of the terahertz permittivity based on the double Debye dielectric parameters. Biomed Opt Express 2023; 14:918-931. [PMID: 36874480 PMCID: PMC9979665 DOI: 10.1364/boe.479567] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/19/2022] [Accepted: 12/20/2022] [Indexed: 06/18/2023]
Abstract
The initial assessment of the depth of a burn injury during triage forms the basis for determination of the course of the clinical treatment plan. However, severe skin burns are highly dynamic and hard to predict. This results in a low accuracy rate of about 60 - 75% in the diagnosis of partial-thickness burns in the acute post-burn period. Terahertz time-domain spectroscopy (THz-TDS) has demonstrated a significant potential for non-invasive and timely estimation of the burn severity. Here, we describe a methodology for the measurement and numerical modeling of the dielectric permittivity of the in vivo porcine skin burns. We use the double Debye dielectric relaxation theory to model the permittivity of the burned tissue. We further investigate the origins of dielectric contrast between the burns of various severity, as determined histologically based on the percentage of the burned dermis, using the empirical Debye parameters. We demonstrate that the five parameters of the double Debye model can form an artificial neural network classification algorithm capable of automatic diagnosis of the severity of the burn injuries, and predicting its ultimate wound healing outcome by forecasting its re-epithelialization status in 28 days. Our results demonstrate that the Debye dielectric parameters provide a physics-based approach for the extraction of the biomedical diagnostic markers from the broadband THz pulses. This method can significantly boost dimensionality reduction of THz training data in artificial intelligence models and streamline machine learning algorithms.
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Affiliation(s)
- Mahmoud E. Khani
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Zachery B. Harris
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Omar B. Osman
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Adam J. Singer
- Department of Emergency Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - M. Hassan Arbab
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
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15
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Otterness K, Singer AJ, Thode HC, Peacock WF. Hyponatremia and hypernatremia in the emergency department: severity and outcomes. Clin Exp Emerg Med 2023:ceem.22.380. [PMID: 36718485 DOI: 10.15441/ceem.22.380] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 01/16/2023] [Indexed: 02/01/2023] Open
Abstract
Background Hyponatremia and hypernatremia are common electrolyte disorders. Few studies to date have focused on patients presenting to the emergency department (ED) with sodium (Na) disorders. Our objective was to determine the incidence and outcomes of hyponatremia and hypernatremia in ED patients. Methods : This study was a retrospective, single-center review of electronic medical records at an academic suburban ED with approximately 100,000 annual visits. Subjects included consecutive adult ED patients with Na levels measured while in the ED in 2019. Demographic, clinical, and laboratory data were recorded. Outcomes data, including hospital admission, intensive care unit (ICU) admission, mortality, and length of stay (LOS), were recorded. The primary outcome was in-hospital death. Secondary outcomes were hospital admission, ICU admission, ED LOS, and hospital LOS. Univariable and multivariable linear and logistic regression analyses were performed to explore the association of candidate predictor variables and outcomes. Results : Na was measured in 57,427 adults (54%) among a total of 106,764 assessed ED visits in 2019. The mean (standard deviation) age was 54 (21) years, and 47% of participants were male. Mild, moderate, and severe hyponatremia and hypernatremia occurred in 8%, 2%, and 0.1% of patients and 1%, 0.2%, and 0.1% of patients, respectively. Hospital and ICU admission and mortality rates increased as Na levels increased or decreased further from normal. Odds ratio (95% confidence interval) values for hospital mortality were 2.39 (1.97-2.90) for mild hyponatremia, 3.93 (2.95-5.24) for moderate hyponatremia, 6.98 (2.87-16.40) for severe hyponatremia, 3.65 (2.47-5.40) for mild hypernatremia, 8.58 (4.92-14.94) for moderate hypernatremia, and 55.75 (11.37-273.30) for severe hypernatremia. Hypernatremia was associated with a greater risk of death than hyponatremia. Compared to normal Na levels, the adjusted odds ratio (95% confidence interval) values associated with mortality from hyponatremia were as follows: mild, 2.39 (1.97-2.90); moderate, 3.93 (2.95-5.24); and severe, 6.98 (2.87-16.40). Separately, those associated with mortality from hypernatremia relative to normal Na levels were as follows: mild, 3.65 (2.47-5.40); moderate, 8.58 (4.92-14.94); and severe, 55.75 (11.37-273.30). Patients with hypo- and hypernatremia had increased LOS times compared to those with normal Na levels. Conclusions Hyponatremia and hypernatremia were associated with greater rates of hospital admission, ICU admission, and mortality and prolonged hospital LOS times.
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Affiliation(s)
- Karalynn Otterness
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - W Frank Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, USA
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Alshaikh LM, Apple FS, Christenson RH, deFilippi CR, Limkakeng AT, McCord J, Nowak RM, Singer AJ, Peacock WF. Outcomes in ED patients with non‐specific ECG findings and low high‐sensitivity troponin. J Am Coll Emerg Physicians Open 2022; 3:e12844. [PMID: 36408352 PMCID: PMC9669988 DOI: 10.1002/emp2.12844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 08/13/2022] [Accepted: 09/16/2022] [Indexed: 11/18/2022] Open
Abstract
Background Although some emergency department risk stratification tools consider non‐specific ECG findings as an aid in disposition decisions, their clinical value in patients with an initially low high‐sensitivity cardiac troponin I (hsTnI) is unclear. Objective Our purpose was to determine if non‐specific ECG (ns‐ECG) findings are associated with 30‐day major adverse cardiac events (MACE) in ED patients presenting with suspected acute coronary syndromes (ACS) who have a low initial hsTnI. Methods Using the prospective Siemens Atellica hsTnI Food and Drug Administration submission observational database, we conducted a retrospective cohort study of the association between ns‐ECG findings (defined as left bundle branch block [LBBB], ST depression [STD], or T‐wave inversions [TWI]) and 30‐day MACE (death, myocardial infarction, heart failure hospitalization, or coronary revascularization). Eligible patients presented with suspected ACS to one of 29 US EDs from April 2015 to April 2016, had stable vital signs, a blood sample for hsTnI (Siemen's Atellica, Siemens Healthineers, Inc, Malvern, PA) obtained at 1, 3, and 6 hours after ED presentation, and were followed for 30 days. The relationship between 30‐day outcome, initial hsTnI, and ns‐ECG was evaluated using chi‐square testing. Results Of 2676 enrolled, 1313 patients met the inclusion criteria and are included in the analysis. Median (interquartile range) age was 62 years (54, 72), 54% were male, with 56% white, and 39% African American. Median (interquartile range) times from symptom onset to presentation and presentation to specimen collection were 92 (0, 216) and 146 (117, 177) minutes, respectively. The most common presenting symptoms were chest pain (84%), followed by dyspnea (9%). ECG findings were categorized as T‐wave inversion or non‐specific T wave changes (42%), ST depression ns‐ECG ST changes (16%), or LBBB (2%). Thirty‐day MACE occurred in 72 (5.5%) patients, with coronary revascularization (35 patients, 2.7%) and heart failure (25 patients, 1.9%) being the most frequent outcomes. In patients with an initial hsTnI below the limit of quantitation (LOQ) of 2.5 ng/L (n = 449), there was no association between ns‐ECG changes and 30‐day MACE (P = 0.42). If the hsTnI was ≥LOQ (2.5 ng/L), there were increased rates of 30‐day MACE and ns‐ECG findings (P = 0.01). Conclusion In ED suspected ACS patients without unstable vital signs, and an initial hsTnI less than the LOQ (2.5 ng/L), ns‐ECG findings are not associated with 30‐day major adverse cardiac events. The use of ns‐ECG findings in ACS disposition should be considered in the context of hsTnI levels.
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Affiliation(s)
| | - Fred S. Apple
- Hennepin County Medical Center University of Minnesota Minneapolis Minnesota USA
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Khani ME, Osman OB, Harris ZB, Chen A, Zhou JW, Singer AJ, Arbab MH. Accurate and early prediction of the wound healing outcome of burn injuries using the wavelet Shannon entropy of terahertz time-domain waveforms. J Biomed Opt 2022; 27:JBO-220119GR. [PMID: 36348509 PMCID: PMC9641274 DOI: 10.1117/1.jbo.27.11.116001] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 10/14/2022] [Indexed: 05/06/2023]
Abstract
Significance Severe burn injuries cause significant hypermetabolic alterations that are highly dynamic, hard to predict, and require acute and critical care. The clinical assessments of the severity of burn injuries are highly subjective and have consistently been reported to be inaccurate. Therefore, the utilization of other imaging modalities is crucial to reaching an objective and accurate burn assessment modality. Aim We describe a non-invasive technique using terahertz time-domain spectroscopy (THz-TDS) and the wavelet packet Shannon entropy to automatically estimate the burn depth and predict the wound healing outcome of thermal burn injuries. Approach We created 40 burn injuries of different severity grades in two porcine models using scald and contact methods of infliction. We used our THz portable handheld spectral reflection (PHASR) scanner to obtain the in vivo THz-TDS images. We used the energy to Shannon entropy ratio of the wavelet packet coefficients of the THz-TDS waveforms on day 0 to create supervised support vector machine (SVM) classification models. Histological assessments of the burn biopsies serve as the ground truth. Results We achieved an accuracy rate of 94.7% in predicting the wound healing outcome, as determined by histological measurement of the re-epithelialization rate on day 28 post-burn induction, using the THz-TDS measurements obtained on day 0. Furthermore, we report the accuracy rates of 89%, 87.1%, and 87.6% in automatic diagnosis of the superficial partial-thickness, deep partial-thickness, and full-thickness burns, respectively, using a multiclass SVM model. Conclusions The THz PHASR scanner promises a robust, high-speed, and accurate diagnostic modality to improve the clinical triage of burns and their management.
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Affiliation(s)
- Mahmoud E. Khani
- Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
| | - Omar B. Osman
- Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
| | - Zachery B. Harris
- Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
| | - Andrew Chen
- Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
| | - Juin W. Zhou
- Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
| | - Adam J. Singer
- Renaissance School of Medicine at Stony Brook University, Department of Emergency Medicine, Stony Brook, New York, United States
| | - Mohammad Hassan Arbab
- Stony Brook University, Department of Biomedical Engineering, Stony Brook, New York, United States
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Singer D, Larson J, Reardon L, Lohse M, Fernandes R, Sbayi S, Thode HC, Singer AJ, Secko M. Can point-of-care ultrasound speed up time to diagnosis for small bowel obstruction? Acad Emerg Med 2022; 29:1379-1380. [PMID: 35892185 DOI: 10.1111/acem.14570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 07/23/2022] [Indexed: 01/25/2023]
Affiliation(s)
- Daniel Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Justin Larson
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Lindsay Reardon
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Matthew Lohse
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Rafael Fernandes
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Smaer Sbayi
- Department of Surgery, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Michael Secko
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
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19
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Duanmu H, Ren T, Li H, Mehta N, Singer AJ, Levsky JM, Lipton ML, Duong TQ. Deep learning of longitudinal chest X-ray and clinical variables predicts duration on ventilator and mortality in COVID-19 patients. Biomed Eng Online 2022; 21:77. [PMID: 36242040 PMCID: PMC9568988 DOI: 10.1186/s12938-022-01045-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/16/2022] [Indexed: 11/10/2022] Open
Abstract
Objectives To use deep learning of serial portable chest X-ray (pCXR) and clinical variables to predict mortality and duration on invasive mechanical ventilation (IMV) for Coronavirus disease 2019 (COVID-19) patients. Methods This is a retrospective study. Serial pCXR and serial clinical variables were analyzed for data from day 1, day 5, day 1–3, day 3–5, or day 1–5 on IMV (110 IMV survivors and 76 IMV non-survivors). The outcome variables were duration on IMV and mortality. With fivefold cross-validation, the performance of the proposed deep learning system was evaluated by receiver operating characteristic (ROC) analysis and correlation analysis. Results Predictive models using 5-consecutive-day data outperformed those using 3-consecutive-day and 1-day data. Prediction using data closer to the outcome was generally better (i.e., day 5 data performed better than day 1 data, and day 3–5 data performed better than day 1–3 data). Prediction performance was generally better for the combined pCXR and non-imaging clinical data than either alone. The combined pCXR and non-imaging data of 5 consecutive days predicted mortality with an accuracy of 85 ± 3.5% (95% confidence interval (CI)) and an area under the curve (AUC) of 0.87 ± 0.05 (95% CI) and predicted the duration needed to be on IMV to within 2.56 ± 0.21 (95% CI) days on the validation dataset. Conclusions Deep learning of longitudinal pCXR and clinical data have the potential to accurately predict mortality and duration on IMV in COVID-19 patients. Longitudinal pCXR could have prognostic value if these findings can be validated in a large, multi-institutional cohort.
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Affiliation(s)
- Hongyi Duanmu
- Department of Radiology, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Thomas Ren
- Department of Radiology, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Haifang Li
- Department of Radiology, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Neil Mehta
- Department of Radiology, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Jeffrey M Levsky
- Department of Radiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Michael L Lipton
- Department of Radiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Tim Q Duong
- Department of Radiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA.
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20
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Åkesson KE, Ganda K, Deignan C, Oates MK, Volpert A, Brooks K, Lee D, Dirschl DR, Singer AJ. Post-fracture care programs for prevention of subsequent fragility fractures: a literature assessment of current trends. Osteoporos Int 2022; 33:1659-1676. [PMID: 35325260 PMCID: PMC8943355 DOI: 10.1007/s00198-022-06358-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 02/18/2022] [Indexed: 01/07/2023]
Abstract
Post-fracture care (PFC) programs evaluate and manage patients with a minimal trauma or fragility fracture to prevent subsequent fractures. We conducted a literature review to understand current trends in PFC publications, evaluate key characteristics of PFC programs, and assess their clinical effectiveness, geographic variations, and cost-effectiveness. We performed a search for peer-reviewed articles published between January 2003 and December 2020 listed in PubMed or Google Scholar. We categorized identified articles into 4 non-mutually exclusive PFC subtopics based on keywords and abstract content: PFC Types, PFC Effectiveness/Success, PFC Geography, and PFC Economics. The literature search identified 784 eligible articles. Most articles fit into multiple PFC subtopics (PFC Types, 597; PFC Effectiveness/Success, 579; PFC Geography, 255; and PFC Economics, 98). The number of publications describing how PFC programs can improve osteoporosis treatment rates has markedly increased since 2003; however, publication gaps remain, including low numbers of publications from some countries with reported high rates of osteoporosis and/or hip fractures. Fracture liaison services and geriatric/orthogeriatric services were the most common models of PFC programs, and both were shown to be cost-effective. We identified a need to expand and refine PFC programs and to standardize patient identification and reporting on quality improvement measures. Although there is an increasing awareness of the importance of PFC programs, publication gaps remain in most countries. Improvements in established PFC programs and implementation of new PFC programs are still needed to enhance equitable patient care to prevent occurrence of subsequent fractures.
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Affiliation(s)
- K E Åkesson
- Faculty of Medicine, Lund University, Malmö, Sweden.
- Department of Orthopedics, Skåne University Hospital, Inga Marie Nilssons gata 22, S-205 02, Malmö, Sweden.
| | - K Ganda
- Concord Clinical School, University of Sydney, Sydney, Australia
- Department of Endocrinology, Concord Repatriation General Hospital, Sydney, Australia
| | - C Deignan
- Global Clinical Development, Amgen Inc., CA, Thousand Oaks, USA
| | - M K Oates
- Global Clinical Development, Amgen Inc., CA, Thousand Oaks, USA
| | - A Volpert
- BioScience Communications, New York, NY, USA
| | | | - D Lee
- Global Marketing, Amgen Inc., Thousand Oaks, CA, USA
- Health Collaboration Partners LLC, Thousand Oaks, CA, USA
| | - D R Dirschl
- Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medicine, Chicago, IL, USA
| | - A J Singer
- Department of Obstetrics and Gynecology, MedStar Georgetown University Hospital, Washington, DC, USA
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21
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Osman OB, Harris ZB, Zhou JW, Khani ME, Singer AJ, Arbab MH. In Vivo Assessment and Monitoring of Burn Wounds Using a Handheld Terahertz Hyperspectral Scanner. Adv Photonics Res 2022; 3:2100095. [PMID: 36589697 PMCID: PMC9797155 DOI: 10.1002/adpr.202100095] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The accuracy of clinical assessment techniques in diagnosing partial-thickness burn injuries has remained as low as 50-76%. Depending on the burn depth and environmental factors in the wound, such as reactive oxygen species, inflammation, and autophagy, partial-thickness burns can heal spontaneously or require surgical intervention. Herein, it is demonstrated that terahertz time-domain spectral imaging (THz-TDSI) is a promising tool for in vivo quantitative assessment and monitoring of partial-thickness burn injuries in large animals. We used a novel handheld THz-TDSI scanner to characterize burn injuries in a porcine scald model with histopathological controls. Statistical analysis (n= 40) indicates that the THz-TDSI modality can accurately differentiate between partial-thickness and full-thickness burn injuries (1-way ANOVA, p< 0.05). THz-TDSI has the potential to improve burn care outcomes by helping surgeons in making objective decisions for early excision of the wound.
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Affiliation(s)
- Omar B Osman
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Zachery B Harris
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Juin W Zhou
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Mahmoud E Khani
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - M Hassan Arbab
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
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22
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Fermann GJ, Schrock JW, Levy PD, Pang P, Butler J, Chang AM, Char D, Diercks D, Han JH, Hiestand B, Hogan C, Jenkins CA, Kampe C, Khan Y, Kumar VA, Lee S, Lindenfeld J, Liu D, Miller KF, Peacock WF, Reilly CM, Robichaux C, Rothman RL, Self WH, Singer AJ, Sterling SA, Storrow AB, Stubblefield WB, Walsh C, Wilburn J, Collins SP. Troponin is unrelated to outcomes in heart failure patients discharged from the emergency department. J Am Coll Emerg Physicians Open 2022; 3:e12695. [PMID: 35434709 PMCID: PMC8994616 DOI: 10.1002/emp2.12695] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/03/2022] [Accepted: 02/10/2022] [Indexed: 11/26/2022] Open
Abstract
Background Prior data has demonstrated increased mortality in hospitalized patients with acute heart failure (AHF) and troponin elevation. No data has specifically examined the prognostic significance of troponin elevation in patients with AHF discharged after emergency department (ED) management. Objective Evaluate the relationship between troponin elevation and outcomes in patients with AHF who are treated and released from the ED. Methods This was a secondary analysis of the Get with the Guidelines to Reduce Disparities in AHF Patients Discharged from the ED (GUIDED‐HF) trial, a randomized, controlled trial of ED patients with AHF who were discharged. Patients with elevated conventional troponin not due to acute coronary syndrome (ACS) were included. Our primary outcome was a composite endpoint: time to 30‐day cardiovascular death and/or heart failure‐related events. Results Of the 491 subjects included in the GUIDED‐HF trial, 418 had troponin measured during the ED evaluation and 66 (16%) had troponin values above the 99th percentile. Median age was 63 years (interquartile range, 54‐70), 62% (n = 261) were male, 63% (n = 265) were Black, and 16% (n = 67) experienced our primary outcome. There were no differences in our primary outcome between those with and without troponin elevation (12/66, 18.1% vs 55/352, 15.6%; P = 0.60). This effect was maintained regardless of assignment to usual care or the intervention arm. In multivariable regression analysis, there was no association between our primary outcome and elevated troponin (hazard ratio, 1.00; 95% confidence interval, 0.49–2.01, P = 0.994) Conclusion If confirmed in a larger cohort, these findings may facilitate safe ED discharge for a group of patients with AHF without ACS when an elevated troponin is the primary reason for admission.
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Affiliation(s)
- Gregory J. Fermann
- Department of Emergency Medicine University of Cincinnati Cincinnati Ohio USA
| | - Jon W. Schrock
- Department of Emergency Medicine Metro Health Cleveland Ohio USA
| | - Phillip D. Levy
- Department of Emergency Medicine Wayne State University Detroit Michigan USA
| | - Peter Pang
- Department of Emergency Medicine Indiana University School of Medicine Indianapolis Indiana USA
| | - Javed Butler
- Division of Cardiovascular Medicine Stony Brook University Stony Brook New York USA
| | - Anna Marie Chang
- Department of Emergency Medicine Thomas Jefferson University Philadelphia Pennsylvania USA
| | - Douglas Char
- Division of Emergency Medicine Washington University St. Louis Missouri USA
| | - Deborah Diercks
- Department of Emergency Medicine University of Texas‐Southwestern Dallas Texas USA
| | - Jin H. Han
- Department of Emergency Medicine Metro Health Cleveland Ohio USA
- Department of Emergency Medicine Indiana University School of Medicine Indianapolis Indiana USA
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
| | - Brian Hiestand
- Department of Emergency Medicine Wake Forest University Winston‐Salem North Carolina USA
| | - Chris Hogan
- Department of Emergency Medicine Virginia Commonwealth University Richmond Virginia USA
| | - Cathy A. Jenkins
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
| | - Christy Kampe
- Department of Biostatistics Vanderbilt University Nashville Tennessee USA
| | - Yosef Khan
- American Heart Association/American Stroke Association Dallas Texas USA
| | - Vijaya A. Kumar
- Department of Emergency Medicine Wayne State University Detroit Michigan USA
| | - Sangil Lee
- Department of Emergency Medicine University of Iowa Iowa City Iowa USA
| | - JoAnn Lindenfeld
- Division of Cardiovascular Disease Vanderbilt University Medical Center Nashville Tennessee USA
| | - Dandan Liu
- Department of Biostatistics Vanderbilt University Nashville Tennessee USA
| | - Karen F. Miller
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
| | - W. Frank Peacock
- Department of Emergency Medicine Baylor College of Medicine Houston Texas USA
| | - Carolyn M. Reilly
- Department of Emergency Medicine Emory University Atlanta Georgia USA
| | - Chad Robichaux
- Department of Medicine Emory University School of Medicine Atlanta Georgia USA
| | - Russell L. Rothman
- Department of Internal Medicine Pediatrics & Health Policy Vanderbilt University Nashville Tennessee USA
| | - Wesley H. Self
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
| | - Adam J. Singer
- Department of Emergency Medicine Renaissance School of Medicine at Stony Brook University Stony Brook New York USA
| | - Sarah A. Sterling
- Department of Emergency Medicine University of Mississippi Medical Center Jackson Mississippi USA
| | - Alan B. Storrow
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
| | - William B. Stubblefield
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
| | - Cheryl Walsh
- Geriatric Research Education and Clinical Center Tennessee Valley Healthcare System Nashville Tennessee USA
| | - John Wilburn
- Department of Emergency Medicine Wayne State University Detroit Michigan USA
| | - Sean P. Collins
- Department of Emergency Medicine Vanderbilt University Medical Center Nashville Tennessee USA
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23
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Osman OB, Harris ZB, Khani ME, Zhou JW, Chen A, Singer AJ, Hassan Arbab M. Deep neural network classification of in vivo burn injuries with different etiologies using terahertz time-domain spectral imaging. Biomed Opt Express 2022; 13:1855-1868. [PMID: 35519269 PMCID: PMC9045889 DOI: 10.1364/boe.452257] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 01/28/2022] [Accepted: 01/28/2022] [Indexed: 05/22/2023]
Abstract
Thermal injuries can occur due to direct exposure to hot objects or liquids, flames, electricity, solar energy and several other sources. If the resulting injury is a deep partial thickness burn, the accuracy of a physician's clinical assessment is as low as 50-76% in determining the healing outcome. In this study, we show that the Terahertz Portable Handheld Spectral Reflection (THz-PHASR) Scanner combined with a deep neural network classification algorithm can accurately differentiate between partial-, deep partial-, and full-thickness burns 1-hour post injury, regardless of the etiology, scanner geometry, or THz spectroscopy sampling method (ROC-AUC = 91%, 88%, and 86%, respectively). The neural network diagnostic method simplifies the classification process by directly using the pre-processed THz spectra and removing the need for any hyperspectral feature extraction. Our results show that deep learning methods based on THz time-domain spectroscopy (THz-TDS) measurements can be used to guide clinical treatment plans based on objective and accurate classification of burn injuries.
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Affiliation(s)
- Omar B. Osman
- State University of New York at Stony Brook, THz Biophotonics Laboratory, Department of Biomedical Engineering, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - Zachery B. Harris
- State University of New York at Stony Brook, THz Biophotonics Laboratory, Department of Biomedical Engineering, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - Mahmoud E. Khani
- State University of New York at Stony Brook, THz Biophotonics Laboratory, Department of Biomedical Engineering, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - Juin W. Zhou
- State University of New York at Stony Brook, THz Biophotonics Laboratory, Department of Biomedical Engineering, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - Andrew Chen
- State University of New York at Stony Brook, THz Biophotonics Laboratory, Department of Biomedical Engineering, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - Adam J. Singer
- Renaissance School of Medicine at Stony Brook University, Department of Emergency Medicine, 101 Nicolls Rd., Stony Brook, NY 11794, USA
| | - M. Hassan Arbab
- State University of New York at Stony Brook, THz Biophotonics Laboratory, Department of Biomedical Engineering, 101 Nicolls Rd., Stony Brook, NY 11794, USA
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Abstract
Acute and chronic cutaneous wounds pose a significant health and economic burden. Cutaneous wound healing is a complex process that occurs in four distinct, yet overlapping, highly coordinated stages: hemostasis, inflammation, proliferation, and remodeling. Postnatal wound healing is reparative, which can lead to the formation of scar tissue. Regenerative wound healing occurs during fetal development and in restricted postnatal tissues. This process can restore the wound to an uninjured state by producing new skin cells from stem cell reservoirs, resulting in healing with minimal or no scarring. Focusing on the pathophysiology of acute burn wounds, this review highlights reparative and regenerative healing mechanisms (including the role of cells, signaling molecules, and the extracellular matrix) and discusses how components of regenerative healing are being used to drive the development of novel approaches and therapeutics aimed at improving clinical outcomes. Important components of regenerative healing, such as stem cells, growth factors, and decellularized dermal matrices, are all being evaluated to recapitulate more closely the natural regenerative healing process.
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Affiliation(s)
- Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, New York, USA
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25
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Peacock WF, Kuehl D, Bazarian J, Singer AJ, Cannon C, Rafique Z, d'Etienne JP, Welch R, Clark C, Diaz-Arrastia R. Defining Acute Traumatic Encephalopathy: Methods of the "HEAD Injury Serum Markers and Multi-Modalities for Assessing Response to Trauma" (HeadSMART II) Study. Front Neurol 2021; 12:733712. [PMID: 34956041 PMCID: PMC8693379 DOI: 10.3389/fneur.2021.733712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 10/26/2021] [Indexed: 11/13/2022] Open
Abstract
Despite an estimated 2.8 million annual ED visits, traumatic brain injury (TBI) is a syndromic diagnosis largely based on report of loss of consciousness, post-traumatic amnesia, and/or confusion, without readily available objective diagnostic tests at the time of presentation, nor an ability to identify a patient's prognosis at the time of injury. The recognition that “mild” forms of TBI and even sub-clinical impacts can result in persistent neuropsychiatric consequences, particularly when repetitive, highlights the need for objective assessments that can complement the clinical diagnosis and provide prognostic information about long-term outcomes. Biomarkers and neurocognitive testing can identify brain injured patients and those likely to have post-concussive symptoms, regardless of imaging testing results, thus providing a physiologic basis for a diagnosis of acute traumatic encephalopathy (ATE). The goal of the HeadSMART II (HEAD injury Serum markers and Multi-modalities for Assessing Response to Trauma) clinical study is to develop an in-vitro diagnostic test for ATE. The BRAINBox TBI Test will be developed in the current clinical study to serve as an aid in evaluation of patients with ATE by incorporating blood protein biomarkers, clinical assessments, and tools to measure, identify, and define associated pathologic evidence and neurocognitive impairments. This protocol proposes to collect data on TBI subjects by a multi-modality approach that includes serum biomarkers, clinical assessments, neurocognitive performance, and neuropsychological characteristics, to determine the accuracy of the BRAINBox TBI test as an aid to the diagnosis of ATE, defined herein, and to objectively determine a patient's risk of developing post-concussive symptoms.
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Affiliation(s)
| | - Damon Kuehl
- Carillion Clinic, Roanoke, VA, United States
| | - Jeff Bazarian
- Department of Emergency Medicine, University of Rochester, Rochester, NY, United States
| | - Adam J Singer
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Chad Cannon
- University of Kansas Medical Center, Kansas City, MO, United States
| | | | - James P d'Etienne
- Integrative Emergency Service/John Peter Smith Health System, Fort Worth, TX, United States
| | - Robert Welch
- Detroit Medical Center, Detroit, MI, United States
| | - Carol Clark
- William Beaumont Hospital, Royal Oak, MI, United States
| | - Ramon Diaz-Arrastia
- Department of Emergency Medicine, University of Pennsylvania, Philadelphia, PA, United States
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26
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Meyers HP, Bracey A, Lee D, Lichtenheld A, Li WJ, Singer DD, Rollins Z, Kane JA, Dodd KW, Meyers KE, Shroff GR, Singer AJ, Smith SW. Ischemic ST-Segment Depression Maximal in V1-V4 (Versus V5-V6) of Any Amplitude Is Specific for Occlusion Myocardial Infarction (Versus Nonocclusive Ischemia). J Am Heart Assoc 2021; 10:e022866. [PMID: 34775811 PMCID: PMC9075358 DOI: 10.1161/jaha.121.022866] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Occlusion myocardial infarctions (OMIs) of the posterolateral walls are commonly missed by ST-segment-elevation myocardial infarction (STEMI) criteria, with >50% of patients with circumflex occlusion not receiving emergent reperfusion and experiencing increased mortality. ST-segment depression maximal in leads V1-V4 (STDmaxV1-4) has been suggested as an indicator of posterior OMI. Methods and Results We retrospectively reviewed a high-risk population with acute coronary syndrome. OMI was defined from prior studies as a culprit lesion with TIMI (Thrombolysis in Myocardial Infarction) 0 to 2 flow or TIMI 3 flow plus peak troponin T >1.0 ng/mL or troponin I >10 ng/mL. STEMI was defined by the Fourth Universal Definition of Myocardial Infarction. ECGs were interpreted blinded to outcomes. Among 808 patients, there were 265 OMIs, 108 (41%) meeting STEMI criteria. A total of 118 (15%) patients had "suspected ischemic" STDmaxV1-4, of whom 106 (90%) had an acute culprit lesion, 99 (84%) had OMI, and 95 (81%) underwent percutaneous coronary intervention. Suspected ischemic STDmaxV1-4 had 97% specificity and 37% sensitivity for OMI. Of the 99 OMIs detected by STDmaxV1-4, 34% had <1 mm ST-segment depression, and only 47 (47%) had accompanying STEMI criteria, of which 17 (36%) were identified a median 1.00 hour earlier by STDmaxV1-4 than STEMI criteria. Despite similar infarct size, TIMI flow, and coronary interventions, patients with STEMI(-) OMI and STDmaxV1-4 were less likely than STEMI(+) patients to undergo catheterization within 90 minutes (46% versus 68%; P=0.028). Conclusions Among patients with high-risk acute coronary syndrome, the specificity of ischemic STDmaxV1-4 was 97% for OMI and 96% for OMI requiring emergent percutaneous coronary intervention. STEMI criteria missed half of OMIs detected by STDmaxV1-4. Ischemic STDmaxV1-V4 in acute coronary syndrome should be considered OMI until proven otherwise.
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Affiliation(s)
- H Pendell Meyers
- Department of Emergency Medicine Carolinas Medical Center Charlotte NC
| | - Alexander Bracey
- Department of Emergency Medicine Albany Medical Center Albany NY
| | - Daniel Lee
- Department of Emergency Medicine Hennepin County Medical Center Minneapolis MN
| | - Andrew Lichtenheld
- Department of Emergency Medicine Hennepin County Medical Center Minneapolis MN
| | - Wei J Li
- Department of Emergency Medicine Stony Brook University Hospital Stony Brook NY
| | - Daniel D Singer
- Department of Emergency Medicine Stony Brook University Hospital Stony Brook NY
| | - Zach Rollins
- William Beaumont School of Medicine Oakland University Rochester MI
| | - Jesse A Kane
- Department of Cardiology Stony Brook University Hospital Stony Brook NY
| | - Kenneth W Dodd
- Department of Emergency Medicine Advocate Christ Medical Center Oak Lawn IL
| | - Kristen E Meyers
- Department of Emergency Medicine Stony Brook University Hospital Stony Brook NY
| | - Gautam R Shroff
- Division of Cardiology Department of Medicine Hennepin County Medical Center University of Minnesota Medical School Minneapolis MN
| | - Adam J Singer
- Department of Emergency Medicine Stony Brook University Hospital Stony Brook NY
| | - Stephen W Smith
- Department of Emergency Medicine Hennepin County Medical Center Minneapolis MN.,Department of Emergency Medicine University of Minnesota Medical Center Minneapolis MN
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27
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Singer AJ, Liu J, Yan H, Stad RK, Gandra SR, Yehoshua A. Treatment patterns and long-term persistence with osteoporosis therapies in women with Medicare fee-for-service (FFS) coverage. Osteoporos Int 2021; 32:2473-2484. [PMID: 34095966 PMCID: PMC8608759 DOI: 10.1007/s00198-021-05951-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 04/05/2021] [Indexed: 11/15/2022]
Abstract
UNLABELLED Osteoporosis, a chronic disease, requires long-term therapy. In Medicare-insured women, denosumab persistence was higher than oral bisphosphonate persistence over up to 3 years of follow-up. Longer-term persistence was higher among women who persisted in the first year of therapy. INTRODUCTION Osteoporosis, a chronic, progressive disease, requires long-term therapy; this study assessed long-term persistence with anti-resorptive therapies in postmenopausal women. METHODS This retrospective cohort study used administrative claims for women with data in the 100% Medicare osteoporosis sample who initiated (index date) denosumab, oral/intravenous (IV) bisphosphonate, or raloxifene between 2011 and 2014 and who had ≥ 1 year (zoledronic acid: 14 months) of pre-initiation medical/pharmacy coverage (baseline). Persistence was assessed from index date through end of continuous coverage, post-index evidence of censoring events (e.g., incident cancer), death, or end of study (December 31, 2015). RESULTS The study included 318,419 oral bisphosphonate users (78% alendronate), 145,056 denosumab users, 48,066 IV bisphosphonate users, and 31,400 raloxifene users; mean age ranged from 75.5 years (raloxifene) to 78.5 years (denosumab). In women with at least 36 months of follow-up (denosumab N = 25,107; oral bisphosphonates N = 79,710), more denosumab than oral bisphosphonate initiators were persistent at 1 year (73% vs. 39%), 2 years (50% vs. 25%), and 3 years (38% vs. 17%). Persistence decreased over time for all treatment groups, with denosumab users having the highest persistence in every follow-up time interval at or after 18 months. Women using denosumab, oral bisphosphonates, or raloxifene who persisted in a given year were more likely to remain persistent through the subsequent year. CONCLUSIONS Denosumab users persisted longer with therapy than women using other anti-resorptive medications, including oral bisphosphonates. Early persistence may predict long-term persistence. Overall persistence with osteoporosis medications is suboptimal and may impact fracture risk. Efforts to improve first year persistence are needed.
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Affiliation(s)
- A J Singer
- MedStar Georgetown University Hospital and Georgetown University Medical Center, Washington, DC, USA
| | - J Liu
- Chronic Disease Research Group (CDRG), Hennepin Healthcare Research Institute, Minneapolis, MN, USA
| | - H Yan
- Chronic Disease Research Group (CDRG), Hennepin Healthcare Research Institute, Minneapolis, MN, USA
| | - R K Stad
- Global Health Economics, Amgen, Inc., Thousand Oaks, CA, USA
| | - S R Gandra
- Global Health Economics, Amgen, Inc., Thousand Oaks, CA, USA
| | - A Yehoshua
- Global Health Economics, Amgen, Inc., Thousand Oaks, CA, USA.
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deSouza IS, Thode HC, Shrestha P, Allen R, Koos J, Singer AJ. Rapid tranquilization of the agitated patient in the emergency department: A systematic review and network meta-analysis. Am J Emerg Med 2021; 51:363-373. [PMID: 34823192 DOI: 10.1016/j.ajem.2021.11.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 10/29/2021] [Accepted: 11/04/2021] [Indexed: 10/19/2022] Open
Abstract
BACKGROUND Safe and effective tranquilization of the acutely agitated patient is challenging, and head-to-head comparisons of medications are limited. We aimed to identify the most optimal agent(s) for rapid tranquilization of the severely agitated patient in the emergency department (ED). METHODS The protocol for systematic review was registered (PROSPERO; CRD42020212534). We searched MEDLINE, Embase, PsycINFO, and Cochrane Database/CENTRAL from inception to June 2, 2021. We limited studies to randomized controlled trials that enrolled adult ED patients with severe agitation and compared drugs for rapid tranquilization. Predetermined outcomes were: 1) Adequate sedation within 30 min (effectiveness), 2) Immediate, serious adverse event - cardiac arrest, ventricular tachydysrhythmia, endotracheal intubation, laryngospasm, hypoxemia, hypotension (safety), and 3) Time to adequate sedation (effect onset). We extracted data according to PRISMA-NMA and appraised trials using Cochrane RoB 2 tool. We performed Bayesian network meta-analysis (NMA) using a Markov Chain Monte Carlo method with random-effects model and vague prior distribution to calculate odds ratios with 95% credible intervals for dichotomous outcomes and frequentist NMA to calculate mean differences with 95% confidence intervals for continuous outcomes. We assessed confidence in results using CINeMA. We used surface under the cumulative ranking (SUCRA) curves to rank agent(s) for each outcome. RESULTS Eleven studies provided data for effectiveness (1142 patients) and safety (1147 patients). Data was insufficient for effect onset. The NMA found that ketamine (SUCRA = 93.0%) is most likely to have superior effectiveness; droperidol-midazolam (SUCRA = 78.8%) is most likely to be safest. There are concerns with study quality and imprecision. Quality of the point estimates varied for effectiveness but mostly rated "very low" for safety. CONCLUSIONS Available evidence suggests that ketamine and droperidol have intermediate effectiveness for rapid tranquilization of the severely agitated patient in the ED. There is insufficient evidence to definitively determine which agent(s) may be safest or fastest-acting. Further, direct-comparison study of ketamine and droperidol is recommended.
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Affiliation(s)
- Ian S deSouza
- Department of Emergency Medicine, SUNY Downstate Health Sciences University and Kings County Hospital Center, Brooklyn, NY, USA.
| | - Henry C Thode
- Department of Emergency Medicine, Stony Brook University, NY, USA.
| | - Pragati Shrestha
- Department of Emergency Medicine, Stony Brook University, NY, USA.
| | - Robert Allen
- Department of Emergency Medicine, SUNY Downstate Health Sciences University and Kings County Hospital Center, Brooklyn, NY, USA.
| | - Jessica Koos
- Department of Emergency Medicine, Stony Brook University, NY, USA.
| | - Adam J Singer
- Department of Emergency Medicine, Stony Brook University, NY, USA.
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Scott H, Zahra A, Fernandes R, Fries BC, Thode HC, Singer AJ. Bacterial infections and death among patients with Covid-19 versus non Covid-19 patients with pneumonia. Am J Emerg Med 2021; 51:1-5. [PMID: 34637995 PMCID: PMC8501886 DOI: 10.1016/j.ajem.2021.09.040] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 08/18/2021] [Accepted: 09/13/2021] [Indexed: 12/23/2022] Open
Abstract
Background Many patients with Coronavirus disease-2019 (Covid-19) present with radiological evidence of pneumonia. Because it is difficult to determine co-existence of bacterial pneumonia, many of these patients are initially treated with antibiotics. We compared the rates of bacterial infections and mortality in Covid-19 patients with pulmonary infiltrates versus patients diagnosed with ‘pneumonia’ the year previously. Methods We conducted a medical record review of patients admitted with Covid-19 and a pulmonary infiltrate and compared them with patients diagnosed with pneumonia admitted in the prior year before the pandemic. Data abstracted included baseline demographics, comorbidities, signs and symptoms, laboratory and microbiological results, and imaging findings. Outcomes were bacterial infections and mortality. Patients presenting with and without Covid-19 were compared using univariable and multivariable analyses. Results There were 1398 and 1001 patients admitted through the emergency department (ED) with and without Covid-19 respectively. Compared with non-Covid-19 patients, those with Covid-19 were younger (61±18 vs. 65±25 years, P < 0.001) and had a lower Charlson Comorbidity Index (0.7 vs. 1.2, P < 0.001). Bacterial infections were present in fewer Covid-19 than non-Covid-19 patients (8% vs. 13%, P < 0.001), and most infections in Covid-19 were nosocomial as opposed to community acquired in non-Covid-19 patients. CXR was more often read as abnormal and with bilateral infiltrates in patients with Covid-19 (82% vs. 70%, P < 0.001 and 81% vs. 48%, P < 0.001, respectively). Mortality was higher in patients with Covid-19 vs. those without (15% vs. 9%, P < 0.001). Multivariable predictors (OR [95%CI]) of mortality were age (1.04 [1.03–1.05]/year), tachypnea (1.55 [1.12–2.14]), hypoxemia (2.98 [2.04–4.34]), and bacterial infection (2.80 [1.95–4.02]). Compared with non-Covid-19 patients with pneumonia, patients with Covid-19 were more likely to die (2.68 [1.97–3.63]). Conclusions The rate of bacterial infections is lower in Covid-19 patients with pulmonary infiltrates compared with patients diagnosed with pneumonia prior to the pandemic and most are nosocomial. Mortality was higher in Covid-19 than non-Covid-19 patients even after adjusting for age, tachypnea, hypoxemia, and bacterial infection.
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Affiliation(s)
- Hayley Scott
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Aleena Zahra
- Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Rafael Fernandes
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Bettina C Fries
- Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States of America.
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Stubblefield WB, Jenkins CA, Liu D, Storrow AB, Spertus JA, Pang PS, Levy PD, Butler J, Chang AM, Char D, Diercks DB, Fermann GJ, Han JH, Hiestand BC, Hogan CJ, Khan Y, Lee S, Lindenfeld JM, McNaughton CD, Miller K, Peacock WF, Schrock JW, Self WH, Singer AJ, Sterling SA, Collins SP. Improvement in Kansas City Cardiomyopathy Questionnaire Scores After a Self-Care Intervention in Patients With Acute Heart Failure Discharged From the Emergency Department. Circ Cardiovasc Qual Outcomes 2021; 14:e007956. [PMID: 34555929 PMCID: PMC8628372 DOI: 10.1161/circoutcomes.121.007956] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND We conducted a secondary analysis of changes in the Kansas City Cardiomyopathy Questionnaire (KCCQ)-12 over 30 days in a randomized trial of self-care coaching versus structured usual care in patients with acute heart failure who were discharged from the emergency department. METHODS Patients in 15 emergency departments completed the KCCQ-12 at emergency department discharge and at 30 days. We compared change in KCCQ-12 scores between the intervention and usual care arms, adjusted for enrollment KCCQ-12 and demographic characteristics. We used linear regression to describe changes in KCCQ-12 summary scores and logistic regression to characterize clinically meaningful KCCQ-12 subdomain changes at 30 days. RESULTS There were 350 patients with both enrollment and 30-day KCCQ summary scores available; 166 allocated to usual care and 184 to the intervention arm. Median age was 64 years (interquartile range, 55-70), 37% were female participants, 63% were Black, median KCCQ-12 summary score at enrollment was 47 (interquartile range, 33-64). Self-care coaching resulted in significantly greater improvement in health status compared with structured usual care (5.4-point greater improvement, 95% CI, 1.12-9.68; P=0.01). Improvements in health status in the intervention arm were driven by improvements within the symptom frequency (adjusted odds ratio, 1.62 [95% CI, 1.01-2.59]) and quality of life (adjusted odds ratio, 2.39 [95% CI, 1.46-3.90]) subdomains. CONCLUSIONS In this secondary analysis, patients with acute heart failure who received a tailored, self-care intervention after emergency department discharge had clinically significant improvements in health status at 30 days compared with structured usual care largely due to improvements within the symptom frequency and quality of life subdomains of the KCCQ-12. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT02519283.
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Affiliation(s)
- William B Stubblefield
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Cathy A Jenkins
- Department of Biostatistics (C.A.J., D.L.), Vanderbilt University Medical Center, Nashville, TN
| | - Dandan Liu
- Department of Biostatistics (C.A.J., D.L.), Vanderbilt University Medical Center, Nashville, TN
| | - Alan B Storrow
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
| | - John A Spertus
- Department of Biomedical and Health Informatics, University of Missouri, Kansas City and Saint Luke's Mid America Heart Institute, MO (J.A.S.)
| | - Peter S Pang
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (P.S.P.)
| | - Phillip D Levy
- Department of Emergency Medicine, Wayne State University School of Medicine, Detroit, MI (P.D.L.)
| | - Javed Butler
- Department of Medicine (J.B.), University of Mississippi Medical Center, Jackson
| | - Anna Marie Chang
- Department of Emergency Medicine, Thomas Jefferson University Hospital (A.M.C.)
| | - Douglas Char
- Division of Emergency Medicine, Department of Internal Medicine, Washington University, Seattle (D.C.)
| | - Deborah B Diercks
- Department of Emergency Medicine, UT Southwestern Medical Center, Dallas, TX (D.B.D.)
| | - Gregory J Fermann
- Department of Emergency Medicine, University of Cincinnati, OH (G.J.F.)
| | - Jin H Han
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Brian C Hiestand
- Department of Emergency Medicine, Wake Forest School of Medicine, Winston-Salem, NC (B.C.H.)
| | - Christopher J Hogan
- Division of Trauma/Critical Care, Departments of Emergency Medicine and Surgery, Virginia Commonwealth University Medical Center, Richmond (C.J.H.)
| | - Yosef Khan
- Health Informatics and Analytics, Centers for Health Metrics and Evaluation, American Heart Association (Y.K.)
| | - Sangil Lee
- Department of Emergency Medicine, University of Iowa Carver College of Medicine (S.L.)
| | - JoAnn M Lindenfeld
- Division of Cardiovascular Disease (J.M.L.), Vanderbilt University Medical Center, Nashville, TN
| | - Candace D McNaughton
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Karen Miller
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
| | - W Frank Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, TX (W.F.P.)
| | - Jon W Schrock
- Department of Emergency Medicine, MetroHealth Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH (J.W.S.)
| | - Wesley H Self
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Adam J Singer
- Department of Emergency Medicine, Stony Brook University, NY (A.J.S.)
| | - Sarah A Sterling
- Department of Emergency Medicine (S.A.S.), University of Mississippi Medical Center, Jackson
| | - Sean P Collins
- Department of Emergency Medicine (W.B.S., A.B.S., J.H.H., C.D.M., K.M., W.H.S., S.P.C.), Vanderbilt University Medical Center, Nashville, TN
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Shoham Y, Sabbag I, Singer AJ. Development of a porcine hard-to-heal wound model: evaluation of a bromelain-based enzymatic debriding agent. J Wound Care 2021; 30:VIi-VIx. [PMID: 34597174 DOI: 10.12968/jowc.2021.30.sup9a.vi] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
AIMS We describe the development of a novel porcine eschar model and compare the debridement efficacy of various concentrations of a novel bromelain-based enzymatic agent with collagenase. METHODS Full thickness excisional wounds were created on pigs and injected intradermally with various doses of doxorubicin. Wounds were monitored for a period of 46 days for the development of eschar and wound closure. After determining the optimal concentration and dose of doxorubicin resulting in non-healing eschars, these conditions were used to create additional wounds on another set of animals. The resulting eschars were treated with various concentrations of a novel bromelain-based enzymatic agent (EscharEx-02) or collagenase. The primary endpoint was greater than 95% removal of the central eschar. RESULTS Consistent eschars composed of two distinct areas (a central area of exudate and slough representing the hard-to-heal wound bed, and a peripheral area of full-thickness mummified necrosis) were seen after injection of doxorubicin (0.5 ml/cm2 of stock solution 0.75mg/ml) at one and six days after wound creation. Complete removal of the central eschar was achieved in all wounds after five and eight treatments with 5% and 2% EscharEx-02 respectively. Complete removal of the central eschar with collagenase was achieved in 0% and 82% of the wounds after 10 and 16 treatments respectively. CONCLUSIONS We describe a porcine model for creating eschars similar to hard-to-heal wounds in humans. A novel bromelain-based enzymatic debridement agent was more effective than a commercially available collagenase in removing eschars in this wound model.
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Affiliation(s)
- Yaron Shoham
- Department of Plastic and Reconstructive Surgery, Soroka Medical Center, Ben-Gurion University, Beer-Sheba, Israel
| | - Itai Sabbag
- Lahav Research Institute, Kibbutz Lahav, Israel
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, US
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Limkakeng AT, Hertz J, Lerebours R, Kuchibhatla M, McCord J, Singer AJ, Apple FS, Peacock WF, Christenson RH, Nowak RM. Ideal high sensitivity troponin baseline cutoff for patients with renal dysfunction. Am J Emerg Med 2021; 56:323-324. [PMID: 34482998 DOI: 10.1016/j.ajem.2021.08.066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 11/25/2022] Open
Affiliation(s)
- Alexander T Limkakeng
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, USA.
| | - Julian Hertz
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, USA.
| | - Reginald Lerebours
- Department of Biostatistics, Medicine, Duke University School of Medicine, Durham, NC, USA.
| | - Maragatha Kuchibhatla
- Department of Biostatistics, Medicine, Duke University School of Medicine, Durham, NC, USA.
| | - James McCord
- Heart and Vascular Institute, Henry Ford Health System, Detroit, MI, USA.
| | - Adam J Singer
- Department of Emergency Medicine, SUNY Stony Brook, Stony Brook, NY, USA.
| | - Fred S Apple
- Department of Laboratory Medicine and Pathology, Hennepin County Medical Center and University of Minnesota Minneapolis, Minneapolis, MN, USA.
| | - William F Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, USA
| | | | - Richard M Nowak
- Department of Emergency Medicine, Henry Ford Health System, Detroit, MI, USA.
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Ende VJ, Singh G, Babatsikos I, Hou W, Li H, Thode HC, Singer AJ, Duong TQ, Richman PS. Survival of COVID-19 Patients With Respiratory Failure is Related to Temporal Changes in Gas Exchange and Mechanical Ventilation. J Intensive Care Med 2021; 36:1209-1216. [PMID: 34397301 PMCID: PMC8442134 DOI: 10.1177/08850666211033836] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background: Respiratory failure due to coronavirus disease of 2019 (COVID-19) often presents with worsening gas exchange over a period of days. Once patients require mechanical ventilation (MV), the temporal change in gas exchange and its relation to clinical outcome is poorly described. We investigated whether gas exchange over the first 5 days of MV is associated with mortality and ventilator-free days at 28 days in COVID-19. Methods: In a cohort of 294 COVID-19 patients, we used data during the first 5 days of MV to calculate 4 daily respiratory scores: PaO2/FiO2 (P/F), oxygenation index (OI), ventilatory ratio (VR), and Murray lung injury score. The association between these scores at early (days 1-3) and late (days 4-5) time points with mortality was evaluated using logistic regression, adjusted for demographics. Correlation with ventilator-free days was assessed (Spearman rank-order coefficients). Results: Overall mortality was 47.6%. Nonsurvivors were older (P < .0001), more male (P = .029), with more preexisting cardiopulmonary disease compared to survivors. Mean PaO2 and PaCO2 were similar during this timeframe. However, by days 4 to 5 values for all airway pressures and FiO2 had diverged, trending lower in survivors and higher in nonsurvivors. The most substantial between-group difference was the temporal change in OI, improving 15% in survivors and worsening 11% in nonsurvivors (P < .05). The adjusted mortality OR was significant for age (1.819, P = .001), OI at days 4 to 5 (2.26, P = .002), and OI percent change (1.90, P = .02). The number of ventilator-free days correlated significantly with late VR (-0.166, P < .05), early and late OI (-0.216, P < .01; -0.278, P < .01, respectively) and early and late P/F (0.158, P < .05; 0.283, P < .01, respectively). Conclusion: Nonsurvivors of COVID-19 needed increasing intensity of MV to sustain gas exchange over the first 5 days, unlike survivors. Temporal change OI, reflecting both PaO2 and the intensity of MV, is a potential marker of outcome in respiratory failure due to COVID-19.
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Affiliation(s)
- Victoria J Ende
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Gurinder Singh
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Ioannis Babatsikos
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Wei Hou
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Haifang Li
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Henry C Thode
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Adam J Singer
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Tim Q Duong
- 205134Jack D Weiler Hospital of the Albert Einstein College of Medicine Emergency Room, Bronx, NY, USA
| | - Paul S Richman
- 12300Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
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Reagh JJ, Zheng H, Stolz U, Parry BA, Chang AM, House SL, Giordano NJ, Cohen J, Singer AJ, Francis S, Prochaska JH, Zeserson E, Wild PS, Limkakeng AT, Walters EL, LoVecchio F, Theodoro D, Hollander JE, Kabrhel C, Fermann GJ. Sex-related differences in D-dimer levels for venous thromboembolism screening. Acad Emerg Med 2021; 28:873-881. [PMID: 33497508 DOI: 10.1111/acem.14220] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 01/11/2021] [Accepted: 01/13/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND D-dimer is generally considered positive above 0.5 mg/L irrespective of sex. However, women have been shown to be more likely to have a positive D-dimer after controlling for other factors. Thus, differences may exist between males and females for using D-dimer as a marker of venous thromboembolic (VTE) disease. We hypothesized that the accuracy of D-dimer tests may be enhanced by using appropriate cutoff values that reflect sex-related differences in D-dimer levels. METHODS This research is a secondary analysis of a multicenter, international, prospective, observational study of adult (18+ years) patients suspected of VTE, with low-to-intermediate pretest probability based on Wells criteria ≤ 6 for pulmonary embolism (PE) and ≤ 2 for deep vein thrombosis (DVT). VTE diagnoses were based on computed tomography, ventilation perfusion scanning, or venous ultrasound. D-dimer levels were tested for statistical difference across groups stratified by sex and diagnosis. Multivariable regression was used to investigate sex as a predictor of diagnosis. Sex-specific optimal D-dimer thresholds for PE and DVT were calculated from receiver operating characteristic analyses. A Youden threshold (D-dimer level coinciding with the maximum of sensitivity plus specificity) and a cutoff corresponding to 95% sensitivity were calculated. Statistical difference for cutoffs was tested via 95% confidence intervals from 2,000 bootstrapped samples. RESULTS We included 3,586 subjects for analysis, of whom 61% were female. Race demographics were 63% White, 27% Black/African American, and 6% Hispanic. In the suspected PE cohort, 6% were diagnosed with PE, while in the suspected DVT cohort, 11% were diagnosed with DVT. D-dimer levels were significantly higher in males than females for the PE-positive group and the DVT-negative group, but males had significantly lower D-dimer levels than females in the PE-negative group. Regression models showed male sex as a significant positive predictor of DVT diagnosis, controlling for D-dimer levels. The Youden thresholds for PE patients were 0.97 (95% CI = 0.64 to 1.79) mg/L and 1.45 (95% CI = 1.36 to 1.95) mg/L for females and males, respectively; 95% sensitivity cutoffs for this group were 0.64 (95% CI = 0.20 to 0.89) and 0.55 (95% CI = 0.29 to 1.61). For DVT, the Youden thresholds were 0.98 (95% CI = 0.84 to 1.56) mg/L for females and 1.25 (95% CI = 0.65 to 3.33) mg/L for males with 95% sensitivity cutoffs of 0.33 (95% CI = 0.2 to 0.61) and 0.32 (95% CI = 0.18 to 0.7), respectively. CONCLUSION Differences in D-dimer levels between males and females are diagnosis specific; however, there was no significant difference in optimal cutoff values for excluding PE and DVT between the sexes.
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Affiliation(s)
- Justin J. Reagh
- Department of Emergency Medicine University of Cincinnati Cincinnati Ohio USA
| | - Hui Zheng
- Biostatistics Center Massachusetts General Hospital Boston Massachusetts USA
| | - Uwe Stolz
- Department of Emergency Medicine University of Cincinnati Cincinnati Ohio USA
| | - Blair A. Parry
- Department of Emergency Medicine Massachusetts General Hospital Boston Massachusetts USA
- Department of Emergency Medicine Center for Vascular Emergencies Massachusetts General Hospital Boston Massachusetts USA
| | - Anna M. Chang
- Department of Emergency Medicine Sidney Kimmel Medical College of Thomas Jefferson University Philadelphia Pennsylvania USA
| | - Stacey L. House
- Division of Emergency Medicine/Emergency Care Research Section Washington University School of Medicine St. Louis Missouri USA
| | - Nicholas J. Giordano
- Department of Emergency Medicine Massachusetts General Hospital Boston Massachusetts USA
- Department of Emergency Medicine Center for Vascular Emergencies Massachusetts General Hospital Boston Massachusetts USA
| | - Jason Cohen
- Department of Emergency Medicine and Surgery Albany Medical Center Albany New York USA
| | - Adam J. Singer
- Department of Emergency Medicine Stony Brook University Stony Brook New York USA
| | - Samuel Francis
- Division of Emergency Medicine Duke University Durham North Carolina USA
| | - Jürgen H. Prochaska
- Center for Thrombosis and Hemostasis University Medical Center of the Johannes Gutenberg‐University Mainz Germany
- German Center for Cardiovascular Research (DZHK) University Medical Center of the Johannes Gutenberg‐University Partner site Rhine Main Mainz Germany
- Preventive Medicine and Preventive Cardiology – Center for Cardiology University Medical Center of the Johannes Gutenberg‐University Mainz Mainz Germany
| | - Eli Zeserson
- Department of Emergency Medicine Christiana Care Wilmington Delaware USA
| | - Philipp S. Wild
- Center for Thrombosis and Hemostasis University Medical Center of the Johannes Gutenberg‐University Mainz Germany
- German Center for Cardiovascular Research (DZHK) University Medical Center of the Johannes Gutenberg‐University Partner site Rhine Main Mainz Germany
- Preventive Medicine and Preventive Cardiology – Center for Cardiology University Medical Center of the Johannes Gutenberg‐University Mainz Mainz Germany
| | | | - Elizabeth L. Walters
- Department of Emergency Medicine Loma Linda University Loma Linda California USA
| | - Frank LoVecchio
- Department of Emergency Medicine University of Arizona Phoenix Arizona USA
| | - Daniel Theodoro
- Division of Emergency Medicine/Emergency Care Research Section Washington University School of Medicine St. Louis Missouri USA
| | - Judd E. Hollander
- Department of Emergency Medicine Sidney Kimmel Medical College of Thomas Jefferson University Philadelphia Pennsylvania USA
| | - Christopher Kabrhel
- Department of Emergency Medicine Center for Vascular Emergencies Massachusetts General Hospital Boston Massachusetts USA
- Department of Emergency Medicine Massachusetts General Hospital/Harvard Medical School Boston Massachusetts USA
| | - Gregory J. Fermann
- Department of Emergency Medicine University of Cincinnati Cincinnati Ohio USA
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Naeem Z, Allan S, Hernandez A, Galanakis DK, Singer AJ. Clinical utilization of four-factor prothrombin complex concentrate: a retrospective single center study. Clin Exp Emerg Med 2021; 8:75-81. [PMID: 34237811 PMCID: PMC8273669 DOI: 10.15441/ceem.20.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 06/16/2020] [Accepted: 06/19/2020] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE Four-factor prothrombin complex concentrate (4F-PCC) was approved by the US Food and Drug Administration in 2013 for management of severely bleeding patients on warfarin therapy. We describe use of 4F-PCC at a large, suburban academic center. METHODS We retrospectively reviewed all patients receiving 4F-PCC from its introduction through 2016 at a large level 1 trauma center. Clinical and demographic data were obtained, including indications for anticoagulation and antiplatelet agents, comorbidities, concomitant medications, etiology and site of bleeding, as well as disposition, length of stay, mortality, and thrombotic events. RESULTS One hundred eighty-four patients received 4F-PCC. Mean age was 72 years; 40.8% were female. Indications for 4F-PCC administration included: active bleeding (74%), reversal prior to a procedure (14%), and elevated international normalized ratio (12%). Warfarin was the most common concomitant medication (71.1%). Most patients were receiving anticoagulation for atrial fibrillation (63%). Concomitant treatments for bleeding included vitamin K (58.2%), packed red blood cells (50%), fresh frozen plasma (38%), and platelets (26.1%), amongst others. Median length of hospital stay was 8.4 days. Nine patients (4.9%) developed thrombosis within 90 days of 4F-PCC. Mortality was 24.5%, with notably higher rates amongst those who received 4F-PCC for off-label indications (19.1% on-label mortality vs. 37.7% off-label mortality on chi-square analysis, P=0.01). CONCLUSION This study demonstrates that 4F-PCC is being utilized for indications other than the reversal of warfarin-induced coagulopathy. Further investigation is warranted to determine the efficacy and safety of 4F-PCC for these potential indications.
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Affiliation(s)
- Zaina Naeem
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Salsabeel Allan
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Aneury Hernandez
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Dennis K Galanakis
- Department of Pathology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Adam J. Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
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Shen B, Hoshmand-Kochi M, Abbasi A, Glass S, Jiang Z, Singer AJ, Thode HC, Li H, Hou W, Duong TQ. Initial chest radiograph scores inform COVID-19 status, intensive care unit admission and need for mechanical ventilation. Clin Radiol 2021; 76:473.e1-473.e7. [PMID: 33706997 PMCID: PMC7891126 DOI: 10.1016/j.crad.2021.02.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 02/08/2021] [Indexed: 12/15/2022]
Abstract
AIM To evaluate whether portable chest radiography (CXR) scores are associated with coronavirus disease 2019 (COVID-19) status and various clinical outcomes. MATERIALS AND METHODS This retrospective study included 500 initial CXR from COVID-19-suspected patients. Each CXR was scored based on geographic extent and degree of opacity as indicators of disease severity. COVID-19 status and clinical outcomes including intensive care unit (ICU) admission, mechanical ventilation, mortality, length of hospitalisation, and duration on ventilator were collected. Multivariable logistic regression analysis was performed to evaluate the relationship between CXR scores and COVID-19 status, CXR scores and clinical outcomes, adjusted for code status, age, gender and co-morbidities. RESULTS The interclass correlation coefficients amongst raters were 0.94 and 0.90 for the extent score and opacity score, respectively. CXR scores were significantly (p < 0.01) associated with COVID-19 positivity (odd ratio [OR] = 1.49; 95% confidence interval [CI]: 1.27 - 1.75 for extent score and OR = 1.75; 95% CI: 1.42 - 2.15 for opacity score), ICU admission (OR = 1.19; 95% CI: 1.09 - 1.31 for extent score and OR = 1.26; 95% CI: 1.10 - 1.44 for opacity score), and invasive mechanical ventilation (OR = 1.22; 95% CI: 1.11 - 1.35 for geographic score and OR = 1.21; 95% CI: 1.05 - 1.38 for opacity score). CXR scores were not significantly different between survivors and non-survivors after adjusting for code status (p>0.05). CXR scores were not associated with length of hospitalisation or duration on ventilation (p>0.05). CONCLUSIONS Initial CXR scores have prognostic value and are associated with COVID-19 positivity, ICU admission, and mechanical ventilation.
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Affiliation(s)
- B Shen
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - M Hoshmand-Kochi
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - A Abbasi
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - S Glass
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - Z Jiang
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - A J Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - H C Thode
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - H Li
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - W Hou
- Department of Radiology, Renaissance School of Medicine at Stony Brook University, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - T Q Duong
- Radiology, Montefiore Medical Center, 111 East 210(th) Street, Bronx, NY 10467, USA.
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Chen A, Zhao Z, Hou W, Singer AJ, Li H, Duong TQ. Time-to-Death Longitudinal Characterization of Clinical Variables and Longitudinal Prediction of Mortality in COVID-19 Patients: A Two-Center Study. Front Med (Lausanne) 2021; 8:661940. [PMID: 33996864 PMCID: PMC8116568 DOI: 10.3389/fmed.2021.661940] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 04/06/2021] [Indexed: 12/15/2022] Open
Abstract
Objectives: To characterize the temporal characteristics of clinical variables with time lock to mortality and build a predictive model of mortality associated with COVID-19 using clinical variables. Design: Retrospective cohort study of the temporal characteristics of clinical variables with time lock to mortality. Setting: Stony Brook University Hospital (New York) and Tongji Hospital. Patients: Patients with confirmed positive for severe acute respiratory syndrome coronavirus-2 using polymerase chain reaction testing. Patients from the Stony Brook University Hospital data were used for training (80%, N = 1,002) and testing (20%, N = 250), and 375 patients from the Tongji Hospital (Wuhan, China) data were used for testing. Intervention: None. Measurements and Main Results: Longitudinal clinical variables were analyzed as a function of days from outcome with time-lock-to-day of death (non-survivors) or discharge (survivors). A predictive model using the significant earliest predictors was constructed. Performance was evaluated using receiver operating characteristics area under the curve (AUC). The predictive model found lactate dehydrogenase, lymphocytes, procalcitonin, D-dimer, C-reactive protein, respiratory rate, and white-blood cells to be early predictors of mortality. The AUC for the zero to 9 days prior to outcome were: 0.99, 0.96, 0.94, 0.90, 0.82, 0.75, 0.73, 0.77, 0.79, and 0.73, respectively (Stony Brook Hospital), and 1.0, 0.86, 0.88, 0.96, 0.91, 0.62, 0.67, 0.50, 0.63, and 0.57, respectively (Tongji Hospital). In comparison, prediction performance using hospital admission data was poor (AUC = 0.59). Temporal fluctuations of most clinical variables, indicative of physiological and biochemical instability, were markedly higher in non-survivors compared to survivors (p < 0.001). Conclusion: This study identified several clinical markers that demonstrated a temporal progression associated with mortality. These variables accurately predicted death within a few days prior to outcome, which provides objective indication that closer monitoring and interventions may be needed to prevent deterioration.
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Affiliation(s)
- Anne Chen
- Department of Radiology, Montefiore Health System and Albert Einstein College of Medicine, Bronx, NY, United States.,Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Zirun Zhao
- Department of Radiology, Montefiore Health System and Albert Einstein College of Medicine, Bronx, NY, United States.,Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Wei Hou
- Department of Family Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Haifang Li
- Department of Radiology, Montefiore Health System and Albert Einstein College of Medicine, Bronx, NY, United States.,Department of Radiology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Tim Q Duong
- Department of Radiology, Montefiore Health System and Albert Einstein College of Medicine, Bronx, NY, United States
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Lohse MR, Ullah K, Seda J, Thode HC, Singer AJ, Morley EJ. The role of emergency department computed tomography in early acute pancreatitis. Am J Emerg Med 2021; 48:92-95. [PMID: 33866269 DOI: 10.1016/j.ajem.2021.04.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/31/2021] [Accepted: 04/10/2021] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Computed tomography (CT) is often ordered for patients in whom the diagnosis of acute pancreatitis (AP) has already been established via elevated lipase levels and typical abdominal pain. We investigated whether early CT imaging performed in the ED altered the diagnosis or management. METHODS A retrospective chart review was performed on patients presenting to a large, academic ED between the years 2013-2015 with AP who received CT imaging. Relevant history, laboratory, imaging data, and hospital course were abstracted from the medical record and analyzed by three independent reviewers, with 100% agreement among reviewers on 30 randomly selected cases. The primary outcome was whether the CT led to a change in diagnosis or management above and beyond the ultrasound. Univariate and multivariate analyses were performed to determine association between predictor variables and outcomes. RESULTS The electronic health record query yielded 458 patients. Of those, 174 met the American College of Gastroenterology criteria for AP and were included in the study. 145 patients (83%) had abdominal CT during their hospital course, 125 (86%) of which were performed in the ED. Of these 145 patients, 57 (39%) had imaging evidence of AP. 107 patients had abdominal ultrasound (US) during their hospital course. Of 84 patients who had both CT and US, 31 (37%) patients were diagnosed with gallstones by US versus 19 (23%) by CT. Biliary dilation/obstruction was diagnosed by US in 5 (6%) patients versus 4 (5%) by CT. CT led to the correct diagnosis or change in management in 21 (14.5%) patients. CONCLUSION Early CT may alter the diagnosis or management in up to 15% of patients presenting to the ED with AP, especially older patients with prior episodes of pancreatitis and biliary interventions, however abdominal US may be a more sensitive screening study for biliary etiologies and thereby better direct further management.
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Affiliation(s)
- Matthew R Lohse
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Kazi Ullah
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Jesus Seda
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Henry C Thode
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America.
| | - Eric J Morley
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
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Singer AJ, Fuggle NR, Gill CB, Patel AR, Medeiros AP, Greenspan SL. COVID-19 and effects on osteoporosis management: the patient perspective from a National Osteoporosis Foundation survey. Osteoporos Int 2021; 32:619-622. [PMID: 33558958 PMCID: PMC7869916 DOI: 10.1007/s00198-021-05836-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 01/06/2021] [Indexed: 11/16/2022]
Affiliation(s)
- A J Singer
- Departments of Medicine and Obstetrics and Gynecology, MedStar Georgetown University Hospital and Georgetown University Medical Center, Washington, DC, USA.
- Department of Obstetrics and Gynecology, MedStar Georgetown University Hospital, Washington, DC, USA.
| | - N R Fuggle
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
- Alan Turing Institute, London, UK
| | - C B Gill
- National Osteoporosis Foundation, Arlington, VA, USA
| | - A R Patel
- National Osteoporosis Foundation, Arlington, VA, USA
| | - A P Medeiros
- National Osteoporosis Foundation, Arlington, VA, USA
| | - S L Greenspan
- Department of Medicine, University of Pittsburgh and University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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Pendell Meyers H, Bracey A, Lee D, Lichtenheld A, Li WJ, Singer DD, Rollins Z, Kane JA, Dodd KW, Meyers KE, Shroff GR, Singer AJ, Smith SW. Accuracy of OMI ECG findings versus STEMI criteria for diagnosis of acute coronary occlusion myocardial infarction. Int J Cardiol Heart Vasc 2021; 33:100767. [PMID: 33912650 PMCID: PMC8065286 DOI: 10.1016/j.ijcha.2021.100767] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 03/05/2021] [Accepted: 03/16/2021] [Indexed: 01/17/2023]
Abstract
OBJECTIVE In the STEMI paradigm of Acute Myocardial Infarction (AMI), many NSTEMI patients have unrecognized acute coronary occlusion MI (OMI), may not receive emergent reperfusion, and have higher mortality than NSTEMI patients without occlusion. We have proposed a new OMI vs. Non-Occlusion MI (NOMI) paradigm shift. We sought to compare the diagnostic accuracy of OMI ECG findings vs. formal STEMI criteria for the diagnosis of OMI. We hypothesized that blinded interpretation for predefined OMI ECG findings would be more accurate than STEMI criteria for the diagnosis of OMI. METHODS We performed a retrospective case-control study of patients with suspected acute coronary syndrome. The primary definition of OMI was either 1) acute TIMI 0-2 flow culprit or 2) TIMI 3 flow culprit with peak troponin T ≥ 1.0 ng/mL or I ≥ 10.0 ng/mL. RESULTS 808 patients were included, of whom 49% had AMI (33% OMI; 16% NOMI). Sensitivity, specificity, and accuracy of STEMI criteria vs Interpreter 1 using OMI ECG findings among 808 patients were 41% vs 86%, 94% vs 91%, and 77% vs 89%, and for Interpreter 2 among 250 patients were 36% vs 80%, 91% vs 92%, and 76% vs 89%. STEMI(-) OMI patients had similar infarct size and mortality as STEMI(+) OMI patients, but greater delays to angiography. CONCLUSIONS Blinded interpretation using predefined OMI ECG findings was superior to STEMI criteria for the ECG diagnosis of Occlusion MI. These data support further investigation into the OMI vs. NOMI paradigm and suggest that STEMI(-) OMI patients could be identified rapidly and noninvasively for emergent reperfusion using more accurate ECG interpretation.
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Key Words
- ACS, Acute coronary syndrome
- AMI, acute myocardial infarction
- Acute coronary syndromes
- ECG, Electrocardiogram
- ED, Emergency department
- Electrocardiography
- LBBB, Left Bundle Branch Block
- MIRO, Myocardial Infarction Ruled Out
- MSC, Modified Sgarbossa Criteria
- NOMI, Non-occlusion myocardial infarction
- NSTEMI, Non-ST-segment elevation myocardial infarction
- OMI, Occlusion myocardial infarction
- Occlusion myocardial infarction
- ST elevation myocardial infarction
- STD, ST-segment depression
- STE, ST-segment elevation
- STEMI, ST-segment elevation myocardial infarction
- VPR, Ventricular Paced Rhythm
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Affiliation(s)
- H. Pendell Meyers
- Department of Emergency Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
- Department of Emergency Medicine, Carolinas Medical Center, Charlotte, NC, USA
| | - Alexander Bracey
- Department of Emergency Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
- Department of Emergency Medicine, Albany Medical Center, Albany NY, USA
| | - Daniel Lee
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, MN, USA
| | - Andrew Lichtenheld
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, MN, USA
| | - Wei J. Li
- Department of Emergency Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Daniel D. Singer
- Department of Emergency Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Zach Rollins
- William Beaumont School of Medicine, Oakland University, Rochester, MI, USA
| | - Jesse A. Kane
- Department of Cardiology, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Kenneth W. Dodd
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, MN, USA
- Department of Medicine, Hennepin County Medical Center, Minneapolis, MN, USA
| | - Kristen E. Meyers
- Department of Emergency Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Gautam R. Shroff
- Division of Cardiology, Department of Medicine, Hennepin County Medical Center, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Adam J. Singer
- Department of Emergency Medicine, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Stephen W. Smith
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, MN, USA
- Department of Emergency Medicine, University of Minnesota Medical Center, Minneapolis, MN, USA
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Meyers HP, Bracey A, Lee D, Lichtenheld A, Li WJ, Singer DD, Kane JA, Dodd KW, Meyers KE, Thode HC, Shroff GR, Singer AJ, Smith SW. Comparison of the ST-Elevation Myocardial Infarction (STEMI) vs. NSTEMI and Occlusion MI (OMI) vs. NOMI Paradigms of Acute MI. J Emerg Med 2021; 60:273-284. [DOI: 10.1016/j.jemermed.2020.10.026] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 09/30/2020] [Accepted: 10/07/2020] [Indexed: 01/09/2023]
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Tassiopoulos AK, Mofakham S, Rubano JA, Labropoulos N, Bannazadeh M, Drakos P, Volteas P, Cleri NA, Alkadaa LN, Asencio AA, Oganov A, Hou W, Rutigliano DN, Singer AJ, Vosswinkel J, Talamini M, Mikell CB, Kaushansky K. D-Dimer-Driven Anticoagulation Reduces Mortality in Intubated COVID-19 Patients: A Cohort Study With a Propensity-Matched Analysis. Front Med (Lausanne) 2021; 8:631335. [PMID: 33634153 PMCID: PMC7902033 DOI: 10.3389/fmed.2021.631335] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 01/11/2021] [Indexed: 12/12/2022] Open
Abstract
Objective: Examine the possible beneficial effects of early, D-dimer driven anticoagulation in preventing thrombotic complications and improving the overall outcomes of COVID-19 intubated patients. Methods: To address COVID-19 hypercoagulability, we developed a clinical protocol to escalate anticoagulation based on serum D-dimer levels. We retrospectively reviewed all our first 240 intubated patients with COVID-19. Of the 240, 195 were stratified into patients treated based on this protocol (ON-protocol, n = 91) and the control group, patients who received standard thromboprophylaxis (OFF-protocol, n = 104). All patients were admitted to the Stony Brook University Hospital intensive care units (ICUs) between February 7th, 2020 and May 17, 2020 and were otherwise treated in the same manner for all aspects of COVID-19 disease. Results: We found that the overall mortality was significantly lower ON-protocol compared to OFF-protocol (27.47 vs. 58.66%, P < 0.001). Average maximum D-dimer levels were significantly lower in the ON-protocol group (7,553 vs. 12,343 ng/mL), as was serum creatinine (2.2 vs. 2.8 mg/dL). Patients with poorly controlled D-dimer levels had higher rates of kidney dysfunction and mortality. Transfusion requirements and serious bleeding events were similar between groups. To address any possible between-group differences, we performed a propensity-matched analysis of 124 of the subjects (62 matched pairs, ON-protocol and OFF-protocol), which showed similar findings (31 vs. 57% overall mortality in the ON-protocol and OFF-protocol group, respectively). Conclusions: D-dimer-driven anticoagulation appears to be safe in patients with COVID-19 infection and is associated with improved survival. What This Paper Adds: It has been shown that hypercoagulability in patients with severe COVID-19 infection leads to thromboembolic complications and organ dysfunction. Anticoagulation has been variably administered to these patients, but it is unknown whether routine or escalated thromboprophylaxis provides a survival benefit. Our data shows that escalated D-dimer driven anticoagulation is associated with improved organ function and overall survival in intubated COVID-19 ICU patients at our institution. Importantly, we found that timely escalation of this anticoagulation is critical in preventing organ dysfunction and mortality in patients with severe COVID-19 infection.
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Affiliation(s)
- Apostolos K Tassiopoulos
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States.,Division of Vascular Surgery, Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Sima Mofakham
- Department of Neurosurgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Jerry A Rubano
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Nicos Labropoulos
- Division of Vascular Surgery, Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Mohsen Bannazadeh
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States.,Division of Vascular Surgery, Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Panagiotis Drakos
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Panagiotis Volteas
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Nathaniel A Cleri
- Department of Neurosurgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Leor N Alkadaa
- Department of Neurosurgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Anthony A Asencio
- Department of Neurosurgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Anthony Oganov
- Department of Neurosurgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Wei Hou
- Department of Family, Population and Preventive Medicine, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Daniel N Rutigliano
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook, NY, United States
| | - James Vosswinkel
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Mark Talamini
- Department of Surgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Charles B Mikell
- Department of Neurosurgery, Renaissance School of Medicine, Stony Brook, NY, United States
| | - Kenneth Kaushansky
- Department of Medicine, Renaissance School of Medicine, Stony Brook, NY, United States
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Collins SP, Liu D, Jenkins CA, Storrow AB, Levy PD, Pang PS, Chang AM, Char D, Diercks DJ, Fermann GJ, Han JH, Hiestand B, Hogan C, Kampe CJ, Khan Y, Lee S, Lindenfeld J, Martindale J, McNaughton CD, Miller KF, Miller-Reilly C, Moser K, Peacock WF, Robichaux C, Rothman R, Schrock J, Self WH, Singer AJ, Sterling SA, Ward MJ, Walsh C, Butler J. Effect of a Self-care Intervention on 90-Day Outcomes in Patients With Acute Heart Failure Discharged From the Emergency Department: A Randomized Clinical Trial. JAMA Cardiol 2021; 6:200-208. [PMID: 33206126 DOI: 10.1001/jamacardio.2020.5763] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Importance Up to 20% of patients who present to the emergency department (ED) with acute heart failure (AHF) are discharged without hospitalization. Compared with rates in hospitalized patients, readmission and mortality are worse for ED patients. Objective To assess the impact of a self-care intervention on 90-day outcomes in patients with AHF who are discharged from the ED. Design, Setting, and Participants Get With the Guidelines in Emergency Department Patients With Heart Failure was an unblinded, parallel-group, multicenter randomized trial. Patients were randomized 1:1 to usual care vs a tailored self-care intervention. Patients with AHF discharged after ED-based management at 15 geographically diverse EDs were included. The trial was conducted from October 28, 2015, to September 5, 2019. Interventions Home visit within 7 days of discharge and twice-monthly telephone-based self-care coaching for 3 months. Main Outcomes and Measures The primary outcome was a global rank of cardiovascular death, HF-related events (unscheduled clinic visit due to HF, ED revisit, or hospitalization), and changes in the Kansas City Cardiomyopathy Questionnaire-12 (KCCQ-12) summary score (SS) at 90 days. Key secondary outcomes included the global rank outcome at 30 days and changes in the KCCQ-12 SS score at 30 and 90 days. Intention-to-treat analysis was performed for the primary, secondary, and safety outcomes. Per-protocol analysis was conducted including patients who completed a home visit and had scheduled outpatient follow-up in the intervention arm. Results Owing to slow enrollment, 479 of a planned 700 patients were randomized: 235 to the intervention arm and 244 to the usual care arm. The median age was 63.0 years (interquartile range, 54.7-70.2), 302 patients (63%) were African American, 305 patients (64%) were men, and 178 patients (37%) had a previous ejection fraction greater than 50%. There was no significant difference in the primary outcome between patients in the intervention vs usual care arm (hazard ratio [HR], 0.89; 95% CI, 0.73-1.10; P = .28). At day 30, patients in the intervention arm had significantly better global rank (HR, 0.80; 95% CI, 0.64-0.99; P = .04) and a 5.5-point higher KCCQ-12 SS (95% CI, 1.3-9.7; P = .01), while at day 90, the KCCQ-12 SS was 2.7 points higher (95% CI, -1.9 to 7.2; P = .25). Conclusions and Relevance The self-care intervention did not improve the primary global rank outcome at 90 days in this trial. However, benefit was observed in the global rank and KCCQ-12 SS at 30 days, suggesting that an early benefit of a tailored self-care program initiated at an ED visit for AHF was not sustained through 90 days. Trial Registration ClinicalTrials.gov Identifier: NCT02519283.
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Affiliation(s)
- Sean P Collins
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Dandan Liu
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Cathy A Jenkins
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Phillip D Levy
- Department of Emergency Medicine, Detroit Medical Center, Detroit, Michigan
| | - Peter S Pang
- Department of Emergency Medicine, Indiana University Medical Center, Indianapolis
| | - Anna Marie Chang
- Department of Emergency Medicine, Thomas Jefferson University Medical Center, Philadelphia, Pennsylvania
| | - Douglas Char
- Department of Emergency Medicine, Washington University Medical Center in St Louis, St Louis, Missouri
| | - Deborah J Diercks
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Gregory J Fermann
- Department of Emergency Medicine, University of Cincinnati Medical Center, Cincinnati, Ohio
| | - Jin H Han
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Brian Hiestand
- Department of Emergency Medicine, Wake Forest University Medical Center, Winston-Salem, North Carolina
| | - Christopher Hogan
- Department of Emergency Medicine, Virginia Commonwealth University Medical Center, Richmond, Virginia
| | - Christina J Kampe
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Yosef Khan
- Department of Emergency Medicine, American Heart Association
| | - Sangil Lee
- Department of Emergency Medicine, University of Iowa Medical Center, Iowa City
| | - JoAnn Lindenfeld
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jennifer Martindale
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Candace D McNaughton
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Karen F Miller
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Kelly Moser
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - W Frank Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas
| | | | - Russell Rothman
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jon Schrock
- Department of Emergency Medicine, Metro Health Medical Center, Cleveland, Ohio
| | - Wesley H Self
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Adam J Singer
- Department of Emergency Medicine, Stony Brook University Medical Center, Stony Brook, New York
| | - Sarah A Sterling
- Department of Medicine, University of Mississippi Medical Center, Jackson
| | - Michael J Ward
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Javed Butler
- Department of Medicine, University of Mississippi Medical Center, Jackson
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Nowak RM, Jacobsen G, Limkakeng A, Peacock WF, Christenson RH, McCord J, Apple FS, Singer AJ, deFilippi CR. Outpatient versus observation/inpatient management of emergency department patients rapidly ruled-out for acute myocardial infarction: Findings from the HIGH-US study. Am Heart J 2021; 231:6-17. [PMID: 33127532 DOI: 10.1016/j.ahj.2020.10.067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 10/21/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND The actual Emergency Department (ED) dispositions of patients enrolled in observational studies and meeting criteria for rapid acute myocardial infarction (AMI) rule-out are unknown. Additionally, their presenting clinical profiles, cardiac testing/treatments received, and outcomes have not been reported. METHODS Patients in the HIGH-US study (29 sites) that ruled-out for AMI using a high-sensitivity cardiac troponin I 0/1-hour algorithm were evaluated. Clinical characteristics of patients having ED discharge were compared to patients placed in observation or hospital admitted (OBS/ADM). Reports of any OBS/ADM cardiac stress test (CST), cardiac catheterization (Cath) and coronary revascularization were reviewed. One year AMI/death and major adverse cardiovascular event rates were determined. RESULTS Of the 1,020 ruled-out AMI patients 584 (57.3%) had ED discharge. The remaining 436 (42.7%) were placed in OBS/ADM. Patients with risk factors for AMI, including personal or family history of coronary artery disease, hypertension, previous stroke or abnormal ECG were more often placed in OBS/ADM. 175 (40.1%) had a CST. Of these 32 (18.3%) were abnormal and 143 (81.7%) normal. Cath was done in 11 (34.3%) of those with abnormal and 13 (9.1%) with normal CST. Of those without an initial CST 85 (32.6%) had Cath. Overall, revascularizations were performed in 26 (6.0%) patients. One-year AMI/death rates were low/similar (P = .553) for the groups studied. CONCLUSIONS Rapidly ruled-out for AMI ED patients having a higher clinician perceived risk for new or worsening coronary artery disease and placed in OBS/ADM underwent many diagnostic tests, were infrequently revascularized and had excellent outcomes. Alternate efficient strategies for these patients are needed.
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Kim R, Nachman S, Fernandes R, Meyers K, Taylor M, LeBlanc D, Singer AJ. Comparison of COVID-19 infections among healthcare workers and non-healthcare workers. PLoS One 2020; 15:e0241956. [PMID: 33296367 PMCID: PMC7725299 DOI: 10.1371/journal.pone.0241956] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 10/25/2020] [Indexed: 01/03/2023] Open
Abstract
Objectives Healthcare workers face distinct occupational challenges that affect their personal health, especially during a pandemic. In this study we compare the characteristics and outcomes of Covid-19 patients who are and who are not healthcare workers (HCW). Methods We retrospectively analyzed a cohort of 2,842 adult patients with known HCW status and a positive SARS-CoV-2 RT-PCR test presenting to a large academic medical center emergency department (ED) in New York State from March 21 2020 through June 2020. Early in the pandemic we instituted a policy to collect data on patient occupation and exposures to suspected Covid-19. The primary outcome was hospital admission. Secondary outcomes were ICU admission, need for invasive mechanical ventilation (IMV), and mortality. We compared baseline characteristics and outcomes of Covid-19 adult patients based on whether they were or were not HCW using univariable and multivariable analyses. Results Of 2,842 adult patients (mean age 53+/-19 years, 53% male) 193 (6.8%) were HCWs and 2,649 (93.2%) were not HCWs. Compared with non-HCW, HCWs were younger (43 vs 53 years, P<0.001), more likely female (118/193 [61%] vs 1211/2649 [46%], P<0.001), and more likely to have a known Covid-19 exposure (161/193 [83%] vs 946/2649 [36%], P<0.001), but had fewer comorbidities. On presentation to the ED, HCW also had lower frequencies of tachypnea (12/193 [6%] vs 426/2649 [16%], P<0.01), hypoxemia (15/193 [8%] vs 564/2649 [21%], P<0.01), bilateral opacities on imaging (38/193 [20%] vs 1189/2649 [45%], P<0.001), and lymphocytopenia (6/193 [3%] vs 532/2649 [20%], P<0.01) compared to non-HCWs. Direct discharges home from the ED were more frequent in HCW 154/193 (80%) vs 1275/2649 (48%) p<0.001). Hospital admissions (38/193 [20%] vs 1264/2694 [47%], P<0.001), ICU admissions (7/193 [3%] vs 321/2694 [12%], P<0.001), need for IMV (6/193 [3%] vs 321/2694 [12%], P<0.001) and mortality (2/193 [1%] vs 219/2694 [8%], P<0.01) were lower than among non-HCW. After controlling for age, sex, comorbidities, presenting vital signs and radiographic imaging, HCW were less likely to be admitted (OR 0.6, 95%CI 0.3–0.9) than non HCW. Conclusions Compared with non HCW, HCW with Covid-19 were younger, had less severe illness, and were less likely to be admitted.
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Affiliation(s)
- Rachel Kim
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
| | - Sharon Nachman
- Department of Pediatrics, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
| | - Rafael Fernandes
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
| | - Kristen Meyers
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
| | - Maria Taylor
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
| | - Debra LeBlanc
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
| | - Adam J. Singer
- Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, United States of America
- * E-mail:
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Valenzuela RG, Michelen Y, Bracey A, Cruz P, Fombonne B, Fries BC, Mallon WK, Fernandes R, Thode HC, Singer AJ. Outcomes in Hispanics With COVID-19 Are Similar to Those of Caucasian Patients in Suburban New York. Acad Emerg Med 2020; 27:1260-1269. [PMID: 33015939 PMCID: PMC7675708 DOI: 10.1111/acem.14146] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 09/25/2020] [Accepted: 09/29/2020] [Indexed: 12/24/2022]
Abstract
Background Despite reported higher rates and worse outcomes due to COVID‐19 in certain racial and ethnic groups, much remains unknown. We explored the association between Hispanic ethnicity and outcomes in COVID‐19 patients in Long Island, New York. Methods We conducted a retrospective cohort study of 2,039 Hispanic and non‐Hispanic Caucasian patients testing positive for SARS‐CoV‐2 between March 7 and May 23, 2020, at a large suburban academic tertiary care hospital near New York City. We explored the association of ethnicity with need for intensive care unit (ICU), invasive mechanical ventilation (IMV), and mortality. Results Of all patients, 1,079 (53%) were non‐Hispanic Caucasians and 960 (47%) were Hispanic. Hispanic patients presented in higher numbers than expected for our catchment area. Compared with Caucasians, Hispanics were younger (45 years vs. 59 years), had fewer comorbidities (66% with no comorbidities vs. 40%), were less likely to have commercial insurance (35% vs. 59%), or were less likely to come from a nursing home (2% vs. 10%). In univariate comparisons, Hispanics were less likely to be admitted (37% vs. 59%) or to die (3% vs. 10%). Age, shortness of breath, congestive heart failure (CHF), coronary artery disease (CAD), hypoxemia, and presentation from nursing homes were associated with admission. Male sex and hypoxemia were associated with ICU admission. Male sex, chronic obstructive pulmonary disease, and hypoxemia were associated with IMV. Male sex, CHF, CAD, and hypoxemia were associated with mortality. After other factors were adjusted for, Hispanics were less likely to be admitted (odds ratio = 0.62, 95% confidence interval = 0.52 to 0.92) but Hispanic ethnicity was not associated with ICU admission, IMV, or mortality. Conclusions Hispanics presented at higher rates than average for our population but outcomes among Hispanic patients with COVID‐19 were similar to those of Caucasian patients.
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Affiliation(s)
- Rolando G. Valenzuela
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Yamil Michelen
- and the Department of Medicine Stony Brook University Hospital Stony Brook NYUSA
| | - Alexander Bracey
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Priscilla Cruz
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Benjamin Fombonne
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Bettina C. Fries
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - William K. Mallon
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Rafael Fernandes
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Henry C. Thode
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
| | - Adam J. Singer
- From the Department of Emergency MedicineStony Brook University Hospital Stony BrookNYUSA
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Affiliation(s)
- E M Lewiecki
- New Mexico Clinical Research & Osteoporosis Center, 300 Oak St. NE, Albuquerque, NM, 87106, USA.
| | - N C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - A J Singer
- MedStar Georgetown University Hospital, Washington, DC, USA
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Singer AJ, Thode HC, Peacock WF. Rapid correction of hyperkalemia is associated with reduced mortality in ED patients. Am J Emerg Med 2020; 38:2361-2364. [DOI: 10.1016/j.ajem.2019.12.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 11/18/2019] [Accepted: 12/03/2019] [Indexed: 11/27/2022] Open
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Lindner G, Burdmann EA, Clase CM, Hemmelgarn BR, Herzog CA, Małyszko J, Nagahama M, Pecoits-Filho R, Rafique Z, Rossignol P, Singer AJ. Acute hyperkalemia in the emergency department: a summary from a Kidney Disease: Improving Global Outcomes conference. Eur J Emerg Med 2020; 27:329-337. [PMID: 32852924 PMCID: PMC7448835 DOI: 10.1097/mej.0000000000000691] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 02/17/2020] [Indexed: 11/30/2022]
Abstract
Hyperkalemia is a common electrolyte disorder observed in the emergency department. It is often associated with underlying predisposing conditions, such as moderate or severe kidney disease, heart failure, diabetes mellitus, or significant tissue trauma. Additionally, medications, such as inhibitors of the renin-angiotensin-aldosterone system, potassium-sparing diuretics, nonsteroidal anti-inflammatory drugs, succinylcholine, and digitalis, are associated with hyperkalemia. To this end, Kidney Disease: Improving Global Outcomes (KDIGO) convened a conference in 2018 to identify evidence and address controversies on potassium management in kidney disease. This review summarizes the deliberations and clinical guidance for the evaluation and management of acute hyperkalemia in this setting. The toxic effects of hyperkalemia on the cardiac conduction system are potentially lethal. The ECG is a mainstay in managing hyperkalemia. Membrane stabilization by calcium salts and potassium-shifting agents, such as insulin and salbutamol, is the cornerstone in the acute management of hyperkalemia. However, only dialysis, potassium-binding agents, and loop diuretics remove potassium from the body. Frequent reevaluation of potassium concentrations is recommended to assess treatment success and to monitor for recurrence of hyperkalemia.
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Affiliation(s)
- Gregor Lindner
- Department of Internal and Emergency Medicine, Bürgerspital Solothurn, Solothurn, Switzerland
| | - Emmanuel A. Burdmann
- LIM 12, Division of Nephrology, University of Sao Paulo Medical School, Sao Paulo, SP, Brazil
| | | | - Brenda R. Hemmelgarn
- Departments of Community Health Sciences and Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Charles A. Herzog
- Division of Cardiology, Department of Medicine, Hennepin Healthcare/University of Minnesota, Minneapolis, Minnesota, USA
| | - Jolanta Małyszko
- Department of Nephrology, Dialysis and Internal Medicine, Warsaw Medical University, Poland
| | - Masahiko Nagahama
- Division of Nephrology, Department of Internal Medicine, St. Luke’s International Hospital, Tokyo, Japan
| | - Roberto Pecoits-Filho
- Pontificia Universidade Catolica do Paraná, Curitiba, Brazil and Arbor Research Collaborative for Health, Ann Arbor, Michigan
| | - Zubaid Rafique
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Patrick Rossignol
- Université de Lorraine, Inserm, Centre d’Investigations Cliniques-Plurithématique 14-33 and Inserm U1116, CHRU, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Nancy, France
| | - Adam J. Singer
- Department of Emergency Medicine, Stony Brook University, Stony Brook, New York, USA
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Lam KW, Chow KW, Vo J, Hou W, Li H, Richman PS, Mallipattu SK, Skopicki HA, Singer AJ, Duong TQ. Continued In-Hospital Angiotensin-Converting Enzyme Inhibitor and Angiotensin II Receptor Blocker Use in Hypertensive COVID-19 Patients Is Associated With Positive Clinical Outcome. J Infect Dis 2020; 222:1256-1264. [PMID: 32702098 PMCID: PMC7454718 DOI: 10.1093/infdis/jiaa447] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 07/17/2020] [Indexed: 12/15/2022] Open
Abstract
Background This study investigated continued and discontinued use of angiotensin-converting enzyme inhibitors (ACEi) or angiotensin II receptor blockers (ARB) during hospitalization of 614 hypertensive laboratory-confirmed COVID-19 patients. Methods Demographics, comorbidities, vital signs, laboratory data, and ACEi/ARB usage were analyzed. To account for confounders, patients were substratified by whether they developed hypotension and acute kidney injury (AKI) during the index hospitalization. Results Mortality (22% vs 17%, P > .05) and intensive care unit (ICU) admission (26% vs 12%, P > .05) rates were not significantly different between non-ACEi/ARB and ACEi/ARB groups. However, patients who continued ACEi/ARBs in the hospital had a markedly lower ICU admission rate (12% vs 26%; P = .001; odds ratio [OR] = 0.347; 95% confidence interval [CI], .187–.643) and mortality rate (6% vs 28%; P = .001; OR = 0.215; 95% CI, .101–.455) compared to patients who discontinued ACEi/ARB. The odds ratio for mortality remained significantly lower after accounting for development of hypotension or AKI. Conclusions These findings suggest that continued ACEi/ARB use in hypertensive COVID-19 patients yields better clinical outcomes.
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Affiliation(s)
- Katherine W Lam
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Kenneth W Chow
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Jonathan Vo
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Wei Hou
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Haifang Li
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Paul S Richman
- Department of Medicine, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Sandeep K Mallipattu
- Department of Medicine, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Hal A Skopicki
- Department of Medicine, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Adam J Singer
- Department of Emergency Medicine, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
| | - Tim Q Duong
- Department of Radiology, Renaissance School of Medicine, Stony Brook University, New York, New York, USA
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