AMOPS 2021 Research Symposium
Association of Military Osteopathic Physicians & Surgeons
Good Evening Everyone,
Welcome to our first virtual Research Symposium. This year has been very different for all of us, but we are so excited that we were able to navigate this virtual poster presentation. Please browse the posters; some will also have pre-recorded presentations and/or live Q&A Zoom sessions. Please vote for your favorite poster/presentation at the following link: https://forms.gle/VueNngqRzzWoJgTL9. Thank you everyone for your hard work. I am so impressed with all of the continued effort put in by our students/residents/GMOs and their dedication to our research symposium!
V/R,
Larissa Brandenburg, DO
LT, MC, USN
RAMOPS Research Symposium Co-Chair
More info: https://amops.org/annual-meeting-2021/
The Feasibility of Point-of-Care Ultrasound in a Far-Forward Setting
Nicholas Thoma OMSII, Lynzee Allen OMSII, Garrett Florey OMSII, Sean Crary OMSII, Kyle Spengler OMSII, Michael Kreiser OMSII, Brieanna Hill OMSII, Dikchhya Karki OMSII, Elke Wood OMSII, Lt. Ryan Shelton MPS NREMT-P, Jodi Peterson BA, Isain Zapata PhD, K. Dean Gubler DO FACS, Anthony J. LaPorta MD FACS, Amanda G. Toney MD
The objective of this study is to analyze POCUS training and implementation as an effective methodology for front line medics. As civilian examples, two separate studies were analyzed by South Metro Fire Rescue paramedics.
Paramedics underwent both cardiac and lung POCUS training. The training included a didactic lecture and hands-on scanning with experts to assess cardiac activity during a cardiac arrest. Subsequently, the coronavirus 2019 (COVID-19) pandemic began during the initial deployment of the ultrasound in the field for cardiac arrest, allowing for additional instruction on lung pathology consistent with COVID-19. Each paramedic completed a minimum of 25 practice scans which were reviewed by a POCUS fellowship trained physician.
Data from the cardiac arrest and COVID-19 lung projects indicated that, with this training protocol, paramedics had adequate ability to both scan and interpret specific heart and lung pathology on patients . Between the two studies under review, adequate imaging was captured in 91.9% (91/99) of patients, while interpretation of sonography was accurate in 89.9% (89/99) of patients, per ultrasound expert review.
These studies support the finding that with succinct training, prehospital healthcare workers can be effectively trained in POCUS and this training can be an option of utilization in a far-forward setting. With the encouraging results demonstrated in civilian situations, the feasibility of POCUS in combat settings needs to be explored to increase the survivability of an injured warfighter.
Congenital CMV Leading to Hepatic Failure in a Term Infant Despite Initial Clinical Improvement on Antivirals
Erica Grimm, DO and Rebecca Sainato, MD
The Accuracy of Ultrasound Lung Images Acquired and Interpreted by Paramedics for Patients Presenting with Respiratory Symptoms Consistent with COVID-19 Disease
Lynzee Allen OMSII, Kyle Spengler OMSII, Sean Crary OMSII, Nicholas Thoma OMSII, Garrett Florey OMSII, Lt. Ryan Shelton MPS NREMT-P, Jodi Peterson BA, Isain Zapata PhD, K. Dean Gubler DO, MPH, FACS, Anthony J. LaPorta MD, FACS, Amanda G. Toney MD
Pre-hospital POCUS, Vital Signs, and Symptoms as COVID-19 Risk Stratification Tools
Kyle Spengler BA, Garrett Florey BS, Nicholas Thoma BS, Sean Crary BA, Lynzee Allen BS, , Lt. Ryan Shelton MPS NREMT-P, Jodi Peterson BA, Isain Zapata PhD, Anthony LaPorta MD, K. Dean Gubler DO, Amanda Toney MD.
Introduction The South Metro Fire Department (SMFD) in Denver, Colorado trained their EMS crews to use POCUS in order to assess patients accurately based on presenting symptoms and POCUS findings. We hypothesize that vital signs in conjunction with POCUS could improve that accuracy of screening for COVID disease in patients with symptoms consistent with COVID.
Results SMFD grouped patients into two groups, group I presumptive COVID positive and group II presumptive COVID negative. The significant radiographic finding separating the two groups was presence of pathologic B-lines and subpleural consolidation. The prehospital data was then compared to the definitive hospital COVID-19 PCR test. Using POCUS and clinical suspicion and 100% accurate in ruling out COVID. Patient’s median age of those diagnoses with COVID was significantly higher 82 years compared to 60 years in COVID negative patients (p = 0.003354). Symptoms of fever, (p = 0.010037), and fatigue (p = 0.04115) were most associated with a positive COVID test. Two prehospital vital signs were also associated COVID positive tests. The significantly altered vitals included an increased respiratory rate and temperature. The mean respiratory rate of COVID positive patients was 29 rpm compared to COVID negative patients of 20 rpm (p = 0.001812). Mean temperature of COVID positive patients was 100.9F while COVID negative patients had a mean temperature of 98.3F (p = 0.000257. These data suggest that older patients are more likely to present with fever, fatigue and shortness of breath when positive for COVID-19.
Conclusion
POCUS is becoming more and more useful in the prehospital setting. Ultrasound can be used in a far forward setting to raise clinical suspicion for more than just COVID when utilized by trained personnel.
Not the cutting edge; reciprocating-saw-induced acute arterial vasoconstriction
Scott L. Feldman, MD; Raymond D. Vickery, OMS-3
Feasibility of a Modified Combined Technique Using Video Laryngoscope with a Novel Articulating Introducer for Awake Intubation. A Case Report
Jacob Pollard MD, Hunter Perala OMS3, Blake Campbell MD, Sean Runnels MD
Retrospective Review of SMall-Incision Lenticule Extraction (SMILE) Outcomes at the Joint Warfighter Refractive Surgery Center (JWRSC)
Nicole Kostosky, OMS-IV, Halward Blegen, DO, Frederick Nelson, MD, Gary Legault, MD, Matthew Caldwell, MD, Charisma Evangelista, MD
Recognizing Key Academic and Social Barriers Experienced by Underrepresented Osteopathic Students
Ave Spencer, OMS-II; Jewel Smith, OMS-II; Gregory Haskin, OMS-II; Angela Centeno-Gavica, MS, OMS-II; Tipsuda Junsanto-Bahri, MD; M. Esquire Anthony, DO
Institutions and educators alike should be complicit in ensuring retention and progression of underrepresented students to address the lack of diversity seen in the medical field. Through examining students’ backgrounds, barriers to academic success, and their experiences in undergraduate education, we hope to better understand challenges faced by minority students. The purpose of this study is to recognize key academic and social barriers experienced by underrepresented students prior to engaging in advanced education. A voluntary, validated, 22-item online survey was disseminated among master of science, first year, and second year osteopathic students. The survey evaluated social demographics, first-generation graduate status, mentorship accessibility, barriers to undergraduate success, including experiential aspects such as feelings of belongingness as minorities in competitive academia based on a 5 point Likert scale that ranged from strongly disagree to strongly agree. 194 students were surveyed, and 62% (N=121) minority students were identified. From this minority cohort, 46% were identified as Asian, 21% Hispanic, 18% Black/African-American, and 15% as other minorities. 67% female and 33% male. 79% were first-generation graduate/medical students. 60% did not have access to minority mentorship as undergraduates. Additionally, 58% reported experiences of ‘imposter syndrome’, 93% felt anxiety related to academic performance, 80% felt their parents emphasized the importance of academic excellence, and 69% felt they had to work harder to overcome additional barriers in order to obtain success equal to their peers. Our findings revealed that many of the challenges faced by minority students were due to a lack of diverse mentorship along with high rates of uncertainty, anxiety, “imposter syndrome’, and the burden of high expectations among underrepresented students. These aspects should be considered by academic institutions when trying to design programs and initiatives for minority applicant matriculation and success into medical programs.
Clinical and economic burden of HPV-related cancers in the US veteran population
Rachel Souza Dawson; Kunal Saxena; Adesuwa Ogbomo
Measuring Effects of Treatment with a Novel Metalloprotease Inhibitor, Extracellular Matrix Protection Factor-2, on Total Protein Production by Human Gingival Fibroblast Cultures
Trevor Maloney, Patrisia Mattioli, Patrick Laird, Joseph Musiol, Hannah Popper, Ashley Otto, Kevan Green, Seyed Shamseddin, Ruth Borghaei and Marina D’Angelo
Website Usability Analysis of United States Military Residency Programs
Gina DiMattia, OMS III; Patrizia Grob, OMS III; Joshua Calvano, OMS IV; Anthony LaPorta, MD, FACS; Shuhan He, MD
Periorbital Edema, A Striking Manifestation of Early Infectious Mononucleosis
CPT Marie Noah, D.O.
Bilateral Total Hip Arthroplasty Secondary to Femoral Head Osteonecrosis in a 27-Year-Old Active-Duty Female
Patrick T. Kiernan, OMS-IV; David M. Smith, OMS-III; Anette G. Gawelko, DO
Case Description: A 27-year-old active-duty female with systemic lupus erythematous requiring multiple prednisone tapers was diagnosed with osteonecrosis of the bilateral hips. Following collapse of the left femoral head she underwent total hip arthroplasty. Postoperative course was uncomplicated until three weeks postoperatively when she developed increased right hip pain. On exam, her right hip was held in slight flexion and external rotation. Positive log roll and Stinchfield tests indicated intraarticular pathology. Hip range of motion was full but with severe pain. Updated radiographs were unremarkable with no interval change. CT scan demonstrated subtle subchondral fracture of the anteromedial femoral head with very early collapse. The decision was made to proceed with right total hip arthroplasty. Intraoperatively, the articular cartilage was intact without lesions. Bisection of the femoral head revealed a wedged-shaped subchondral whitening consistent with necrosis and the subchondral fracture with collapse was directly visualized. Postoperatively she had complete pain relief and passed physical therapy the evening of surgery. She was discharged home on postoperative day one. Given the change in her status, a Medical Board Evaluation was initiated.
Discussion: Osteonecrosis of the femoral head affects 10,000 to 20,000 patients per year, most being under 40 years old, and accounts for 10% of all total hip arthroplasties performed in the United States. The young patient population and certain risk factors for the disease (e.g. trauma, alcohol use, tobacco use) have military health implications.
Paraplegia Secondary to Iatrogenic Anterior Cord Infarction Due to Presumptive Injury of Desproges-Gotteron Artery During Fluoroscopic-Guided Lumbar Transforaminal Epidural Steroid Injection
Lacey, S. 1 ; Rimmert, B. 1 ; Marks, E. 1 ;Lambert, E. 1 ; Gonzalez, S. 1 ; Krapiva, P. 1 ; Benjamin-Allen, S. 2
In silico and in vitro experiments analyzing novel human variants of the GALT gene yield contradictory results
Jimmy T. Mitchell, MS, Eric Johnson, PhD
Methods HMS174 E. coli was transformed with GALT expression plasmids. GALT protein production was then induced. This GALT protein was purified, and an enzymatic assay was performed. Protein structures were run in molecular dynamics simulations to compare the alpha-carbon root mean squared deviation (RMSD) of each protein. We compared the activity of three variants to native GALT (nGALT), and to a variant of known clinical significance to determine what impact on enzyme activity these mutations confer. We also compared the assay results to the RMSD simulations for the native GALT and various mutants.
Results When compared to nGALT, all three variants tested had significantly reduced Vmax. The RMSD simulations for these variants did not predict significant reduction in enzyme activity, which contradicts the results of our assay.
Conclusions Our experiments indicated a statistically significant decrease in enzymatic activity of the variants when compared to nGALT. These experiments also demonstrated significant differences between in silico predictions and in vitro results. These results show that mutations in various locations across the protein negatively affect enzymatic activity, not just those mutations that are found within structurally significant areas of GALT.
An Atypical Presentation of Bell’s Palsy
Jerry Gaut, MS, OMS III; Miranda Willette, MS, PA-C; Joseph Marotta, MD
A PILOT STUDY: TO EXAMINE THE OPIOID PRESCRIBING PRACTICES OF RESIDENTS
Rachel Gantz, OMS-III, Nathan Leavitt, OMS-III, Matthew White, USAF PGY-1, Belinda McCully, PhD, Glen Kisby, PhD
Factors influencing lung cancer screening completion following the participation in shared decision- Making: A retrospective study in a U.S. academic health system
Lior Rennert, Lu Zhang, Brandon Lumsdena, Katon Harwood, Lauren Tyler, Morgan Ashby, Jeffrey W. Hanna, Ronald W. Gimbel
Exposure to Clinical Scenarios Through Hyper-Realistic Simulation Improves Examination Outcomes on Standardized Assessments
K. Ross OMS-II, MS, K. Riecken OMS-IV, MA, K. Dean Gubler DO, MPH, S. Carter MD, FACOG, FACS, T. Hoang MD, G. Berbel DO, M. Safaoui MD, R. Franciose MD, FACS, I. Zapata PhD, R. Ryznar PhD, A. LaPorta MD, FACS
Methods: 180 ISSC participants and 300 control students (non-participants matched with class rank) were retrospectively selected from eight graduating classes 2013 through 2020 of Rocky Vista University. Students were matched for class rank evaluated for Step 1, Step 2, Level 1, and 2 scores. Outcomes were then adjusted for gender, age, class rank, and GPA covariates.
Results: ISSC participants show a significant 4.477-point improvement on USMLE Step 2 as compared to control students, with p-value 0.009884. Female students scored 16.27 points higher on COMLEX level 2-CE (p-value 0.0177) and 3.29 points lower on Step 1 (p-value 0.0086) than their male counterparts. Older students scored on average 1.65 points lower on COMLEX level 1 per year of age (p-value 0.013122). A single-point increase in GPA correlated to improved scores on multiple exams.
Conclusion: Participation in intensive clinical correlation simulation through experiential learning results in improvement on subsequent board examination numerical scores. Exam scores are also positively correlated with medical school GPA.
Point-of-Care Ultrasound Use by EMS Providers in Out-of-Hospital Cardiac Arrest
Michael Kreiser OMS II, Brieanna Hill OMS II, Dikchhya Karki OMS II, Elke Wood OMS II, Ryan Shelton MPS NREMT-P, Jodi Peterson BA EMS Clinical Services Director, John Riccio MD, Isain Zapata PhD, Paul Khalil MD, COL Retd USAMC Anthony J LaPorta MD FACS, Amanda Toney MD
Parsonage-Turner Syndrome Presenting as Severe Acute on Chronic Shoulder Pain in the Setting of Shoulder Arthritis
David M. Smith III, OMS-III; Patrick T. Kiernan, OMS-IV; Yu D. Cheng, MD, PhD; Anette G. Gawelko, DO
Predictive Evaluation of Quantitative Spatial Profiling of the Tumor Microenvironment by Multiplex Immunofluorescence in Recurrent Glioblastoma Treated with PD-1 Inhibitors
David Cieremans, Ju Young Kim, Ariana Valencia, Justin Santos, Jennifer Bordeaux, Thai Tran, Christine Vaupel, Naveen Dakappagari, Shabnam Tangri, and Fabio Iwamoto
Introduction/Background: PD-1 inhibitors have shown limited efficacy in glioblastoma (GBM) due to microenvironment immunosuppression and low tumor mutational burden. In GBM, PD-L1 expression is not a predictive marker for response to PD-1 or PD-L1 inhibitors. Multiplex immunostaining panel technology allows for detailed analyses of tumor microenvironment cells and their interaction.
Methods: Pre-treatment tumor tissue was collected retrospectively from 27 patients in our neurooncology database at Columbia University Irving Medical Center with primary glioblastoma who were diagnosed within the past three years, had surgery here, and were either treated with SOC therapy (n= 8) or PD-1 inhibitors at recurrence (n= 19). Multiplex immunofluorescence was done for 1) CD11b/IDO1/HLADR/GFAP, 2) PD1/PD-L1/GFAP, and 3) CD4/CD8/CD25/FoxP3/Ki67/GFAP.
Results/Summary: Multiplex immunofluorescence panels did not show any correlation with outcomes in patients treated with SOC therapy (non-immunotherapy). Among the 19 patients treated with PD-1 inhibitors, those with more HLA-DR positive cells had worse outcomes (p=0.02). PD-L1 expression on tumor cells was not predictive of outcomes. There was a correlation trend between PD-1/PD-L1 interaction score (p= 0.08), which measures density of PD-1-positive cells in proximity to PD-L1-positive cells, and outcomes. PTEN loss was correlated with higher Ki67 expression in both tumor cells (p= 0.05) and non-tumors cells (p= 0.03); however, this relationship was not found when looking at Ki67 in CD4+ cells, CD8+ cells, or CD4+CD8+ cells combined. This assay allowed us to evaluate tumor-associated macrophages, myeloid-derived suppressor cells, CD8+ lymphocytes, and CD4+ T regulatory cells; however, none of these were significant predictive markers for outcome.
Conclusion: Quantitative spatial profiling by multiplex immunofluorescence is feasible in FFPE glioblastoma tissue. More refined and extensive quantitative and spatial microenvironment analyses may allow for the development of biomarkers for immunotherapy in GBM.
Nutritional Influences on the Risk of Preeclampsia in the Context of Oxidative Stress, Inflammation, and Endothelial Dysfunction
Y. Makkapati
Emotional Intelligence, Cortisol and α-Amylase response to stressful, hyper-realistic surgical simulation of mass casualty event scenarios
Joseph Farrell and Svetlana Morrell
Trauma Team Response to Hypothermia: A Literature Review
Sean Lynch OMS II, Susan Roberts OMS IV
Immune Responses Triggered by Cryoablation of Breast Cancers
Campoverde A, Carp N, Ciocca R, Ciocca V, Kennedy J, Klein J, Sabol J, Wallon M, Zemba-Palko V.
Methods: After obtaining IRB approval for retrospective analyses of specimens from the ACOSOG Z1072 trial, immunohistochemical staining of surgical specimens was performed. Sections were stained for CD4, CD8, CD20, CD21, and CD1c. In the IACUC approved animal experiments, 4T1 cells were injected orthotopically in the mammary fatpad to initiate tumor growth. Small tumors were treated by cryoablation or surgery alone. Animals were euthanized 7 days post-treatment and tissues were collected to assess cytokine levels and presence of dissociated 4T1 cells. Single-cell suspensions of tumor, tumor-draining lymph node [TDLN], and spleen were tested for secretion of mouse Th1/Th2 cytokines using a bead array and measured by flow cytometry. Possible metastatic spread was assessed by a clonogenic assay using cells from venous blood, lung and brain. Cell suspensions were seeded in growth medium with the selection agent 6-thioguanine, allowing only resistant 4T1 cells to form colonies.
Results: Cryoablation transformed tumors in both patients and mice into a gelatinous mass surrounded by a fibrotic capsule. Sections of tumors from both humans and mice displayed a necrotic core and infiltrating lymphocytes in the microenvironment. The cryoablated human tumors had slightly higher presence of lymphocytes positive for CD8+ compared to CD4+. The inverse relation was observed in non-cryoablated specimens. No significant difference was observed for CD20+ lymphocytes. Tumor-draining lymph nodes from cryoablated patients had an elevated presence of CD20+ B cells compared to patient treated by surgery alone. Follicular dendritic cells (CD21+) were also present at higher numbers in TDLN from cryoablated patients. Animals treated with cryoablation displayed robust increases of Th1 and Th2 cytokines in both spleen and TDLN compared to animals with surgery treatment. In the animals, circulating tumor cells were found prior to treatment, while no 4T1 colonies formed from cell suspensions of lung and brain tissue [N=8]. At end-point, the surgery group had more 4T1 foci formed from lung and brain [mean foci/animaI = 6.25 and 0.75, respectively; N=6] than the cryo group that had 2.25 and 0 foci in lung and brain, respectively [N=8].
Conclusion: Cryoablation of breast cancer lesions can induce stimulatory immune responses in vivo. These immune responses might explain why animals treated with cryoablation, though having circulating tumor cells at the time of treatment, exhibited fewer micro metastatic growths compared to surgery alone. The presence of elevated numbers of CD20+ in TDLN has been associated with improved disease-free survival. All local patients in the clinical trial are currently disease-free (5 to 9-year F/U) which is higher than expected recurrence rate at 15% at 9 years post treatment.
MISLEADING PRESENTATION OF COVID-19 MULTIFOCAL PNEUMONIA WITH SUPERIMPOSED MYCOPLASMA INFECTION DIAGNOSED BY CHEST CT IMAGING: A CASE REPORT
LCDR (SEL) Michael A. Talalaev, DO, Anyu Tse, DO US Army (Ret.)
Ulcerative Colitis and Hypercoagulability
Caitlin Cooley, OMS-II, Arianna Spelios Hudson, OMS-II, Annika Stanley, OMS-I, Alexander Lam, D.O.
Case Report: A 30-year-old white male with UC presented to the hospital from the GI clinic for symptoms of tachycardia, palpitations, and presyncope. Symptoms were worsened with bowel movements. Prior to presentation, the patient had bright red blood per rectum for several weeks. Upon examination, he had an enlarged left lower extremity (LLE) with associated cramping pain worsened with ambulation. His D-dimer was >1050. CTA chest with IV contrast was unremarkable and LLE doppler ultrasound showed an occlusive DVT. Initial treatment consisted of a heparin infusion and a thrombectomy with balloon venoplasty and IVC filter placement. On day 4, after collapsing and momentarily losing consciousness, the patient was worked up and exhibited an extensive PE in the left lower lobe without signs of right heart strain. On day 7, the patient exhibited another occlusive DVT in the left lower extremity for which a second thrombectomy and iliac stent placement were performed. On day 17, another DVT was discovered in the LLE which required another thrombectomy.
Discussion: This case demonstrates the importance of early pharmacologic prophylaxis, as IBD patients are significantly more prone to morbidity and mortality due to venous thromboembolism. Patients must control flare-ups through proper treatment, due to increased susceptibility to a hypercoagulable state.
THE ROLE OF VOICE IN GENDER TRANSITION IN PRIMARY CARE
Kacie Scott, OMS-IV; Dr. Gregory Dion, MD; Alex Gawlik, SLP
Purpose. This review aims to broaden awareness and emphasize the impact of voice-gender incongruence on the overall health of transgender patients, various treatment modalities for both voice feminization and masculinization and their efficacy, and the critical role primary care providers play in identifying those experiencing voice-gender incongruence and making optimal referral to specialized resources. Additionally, this article outlines characteristically feminine and masculine voice parameters as well as their anatomic and physiologic basis in order to better understand the principles behind voice feminization/masculinization treatments.
Discussion. Many patients with voice-gender incongruence are not identified and/or do not receive timely care or referrals to specialists. Treatment mainstays for vocal feminization include voice therapy and/or phonomicrosurgery. These treatments are most effective when used in conjunction. Therefore, referral to an experienced speech language pathologist and laryngologist familiar with treating transgender patients are often warranted. The mainstays of voice masculinization are hormone therapy and voice therapy. As with feminization, these treatments are most effective when used in conjunction. When voice-gender incongruence is treated effectively it improves the mental and psychological health and physical safety of transgender patients.
NOVEL MRI TECHNIQUES IDENTIFYING VASCULAR LEAK AND PARAVASCULAR FLOW REDUCTION IN EARLY ALZHEIMER DISEASE
McNichols, Courtney, OMS-II; Hall, Colton, OMS-II; Orciuolo, Jason, OMS-II; Young, Amelia, OMS-II; Trenton, Judd, OMS-II; Daugherty, Daniel, OMS-II; Joseph, Charles MD, LUCOM, Lynchburg, VA
Hypoglycemic Sensorimotor Polyneuropathy in a Diabetic Patient After Rapid Overcorrection of Chronic Hyperglycemia
Devin Broadhead, OMS III; Stephen Devenport, MD
Ischiofemoral Impingement Syndrome
ENS Gehan Pendlebury, OMSII (1), CPT Bradley Rimmert, DO (2), CPT Ryan Whiting, MD (3), Xiaoning Yuan, MD, PhD (4)
IFI should be considered in the differential diagnosis of hip pain refractory to conservative treatment, particularly among patients who present with valgus hip alignment and other pathologies leading to reduction of the ischiofemoral space. Timely detection and treatment of the IFIS patient facilitates timely return to duty. Once identified, the patient should be treated in stepwise fashion, incorporating analgesia, physical therapy, complementary modalities, interventional procedures, and in recalcitrant cases, surgical correction.
Rapid-Onset Growth in a Toddler with Neurofibromatosis Type 1 Due to Rare Growth Hormone Hypersecretion
Shamim S. Nafea, DO, Rahe Hiraldo, MD, Anthony Recupero, DO
COVID-19 CT vs US findings
Sean Crary OMS-II, 2d LT USAF, Garret Florey OMS-II. 2d LT USAF, Kyle Spangler OMS-II, ENS USN, Anthony J LaPorta MD, FACS, Isain Zapata, Ph.D., Amanda Toney MD
Measuring the Effects of a Resuscitation Academy on Out of Hospital Resuscitation Rates
ENS J Kalczynski, ENS T Depietro
Development of Quality Improvement, Quality Assessment tool for local Bronx, NY Trauma Service
Scott Kivitz, Nanette Talty, Jennifer Feliciano, Stephanie De Mel, Dana Schulz, Sonia Amanat, Taner Celebi, Stephen DiRusso
Patient Population: A retrospective study conducted using the St. Barnabas Hospital’s (SBH -Level II ACS Verified Trauma Center) Trauma Registry. Data: A 4-year period from January 1, 2016 to December 31, 2019 comprising 3468 patients.
Methods: Forward-stepwise binomial LR and multi-layer perception ANN models with a single layer of hidden nodes were created to predict mortality. Predictor input variables included demographic data (age, gender, race, ethnicity, insurance status), emergency department vital signs (blood pressure, heart rate, respiratory rate, Glasgow Coma Scale (GCS)), diagnostic studies (base deficit, electrolytes), and trauma classifiers (New Injury Severity Score (NISS), Abbreviated Injury Score (AIS), a modified Charlson Comorbidity Index (mCCI), mechanism of injury, and comorbidity status. LR and ANN were compared to a standard recalibrated Trauma and injury severity score (TRISS) prediction model. Discrimination and calibration (Goodness of Fit) were measured. Discrimination was assessed using the Area under the Receiver Operator Curve (AuROC). Model calibration was measured using the Hosmer-Lemeshow C-statistic (HL-C).
Results: ANN and LR models outperformed the TRISS in both calibration and discrimination. ANN and LR showed good clustering of the survivors and non-survivors. The AuROC was 0.907 for TRISS, 0.947 for LR, and 0.946 for ANN. LR exceeded both TRISS and ANN with respect to calibration (HL C- Statistic: 8.63 for TRISS; 10.55 for ANN; 7.02 for LR).
Conclusions: LR and ANN models using demographics, emergency department vital signs, diagnostic studies, trauma classifiers, and comorbidity status gave good survival prediction. The SBH specific models exceeded TRISS in both calibration and discrimination, demonstrating the feasibility and utility of using locally generated prediction models as tools in Trauma service Quality Improvement and Quality Assessment.
Assessment of High-Risk Regions and Resources Allocated to Address the Opioid Crisis within New Hampshire Utilizing Geographic Information Systems
George, E, OMS II*, Eccles, C, OMS II*, Bograkos, W, M.A., D.O. University of New England College of Osteopathic Medicine, Biddeford, Maine *co-authors
George, E, OMS II*, Eccles, C, OMS II*, Bograkos, W, M.A., D.O. University of New England College of Osteopathic Medicine, Biddeford, Maine *co-authors
Introduction: The state of New Hampshire was ranked third in the nation for opioid related overdose deaths in 2018. It is not only a public health issue but also has an economic and criminal justice burden. The state has many agencies which are looking to reduce risk and provide resources. Utilizing Geographic Information Systems (GIS) to combine pieces of data allows for resource allocation analysis to be done.
Methods: The data in this study was collected from publicly available data sets including those from New Hampshire public health and law enforcement agencies. The sets of data being analyzed were organized by county and normalized by population. Data sets include drug overdose deaths, population data, EMS Narcan administration, opioid related emergency department visits, admission to and location of treatment facilities, Suboxone prescribers, and registered syringe service programs monitored and recorded by the state. Normalized data groups were mapped and analyzed via ArcGIS Online and Microsoft Excel.
Results: Utilizing NH State data, mapped via the ArcGIS software, specific counties showed elevated incidents of opioid related deaths, ED visits, and treatment admissions. Areas of mapped resources including the numbers of Suboxone certified physicians, syringe service programs, and emergency departments per county, were shown to also be increased in areas with a higher population density, but also have higher per capita utilization.
Conclusion: The analysis of New Hampshire’s opioid response performance and the availability of the corresponding resources identified areas with resources that are able to adequately meet the demands of the opioid epidemic in the corresponding region and areas where the seemingly increased number of resources is in reality overburdened by the density of the population utilizing said resources. Proper allocation of resources and identification of suboptimal management are necessary for direct mitigation of opioid related injury and death within New Hampshire.
Acknowledgement: We would like to acknowledge the University of New England College of Osteopathic Medicine and give a special thank you to Jenifer Van Deusen, M.Ed., Executive Director of the Coalition on Physician Education in Substance Use Disorders and to Victoria Stacey Thieme, D.O., Advisor of the UNE COM chapter of American Osteopathic Academy of Addiction Medicine.