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Dive into the research topics where Russell Griffin is active.

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Featured researches published by Russell Griffin.


Journal of Trauma-injury Infection and Critical Care | 2011

Identifying risk for massive transfusion in the relatively normotensive patient: utility of the prehospital shock index.

Marianne J. Vandromme; Russell Griffin; Jeffrey D. Kerby; Gerald McGwin; Loring W. Rue; Jordan A. Weinberg

BACKGROUND In the prehospital environment, the failure of medical providers to recognize latent physiologic derangement in patients with compensated shock may risk undertriage. We hypothesized that the shock index (SI; heart rate divided by systolic blood pressure [SBP]), when used in the prehospital setting, could facilitate the identification of such patients. The objective of this study was to assess the association between the prehospital SI and the risk of massive transfusion (MT) in relatively normotensive blunt trauma patients. METHODS Admissions to a Level I trauma center between January 2000 and October 2008 with blunt mechanism of injury and prehospital SBP>90 mm Hg were identified. Patients were categorized by SI, calculated for each patient from prehospital vital signs. Risk ratios (RRs) and 95% confidence intervals (CI) for requiring MT (>10 red blood cell units within 24 hours of admission) were calculated using SI>0.5 to 0.7 (normal range) as the referent for all comparisons. RESULTS A total of 8,111 patients were identified, of whom 276 (3.4%) received MT. Compared with patients with normal SI, there was no significant increased risk for MT for patients with a SI of ≤0.5 (RR, 1.41; 95% CI, 0.90-2.21) or>0.7 to 0.9 (RR, 1.06; 95% CI, 0.77-1.45). However, a significantly increased risk for MT was observed for patients with SI>0.9. Specifically, patients with SI>0.9 to 1.1 were observed to have a 1.5-fold increased risk for MT (RR, 1.61; 95% CI, 1.13-2.31). Further increases in SI were associated with incrementally higher risks for MT, with an more than fivefold increase in patients with SI>1.1 to 1.3 (RR, 5.57; 95% CI, 3.74-8.30) and an eightfold risk in patients with SI>1.3 (RR, 8.13; 95% CI, 4.60-14.36). CONCLUSION Prehospital SI>0.9 identifies patients at risk for MT who would otherwise be considered relatively normotensive under current prehospital triage protocols. The risk for MT rises substantially with elevation of SI above this level. Further evaluation of SI in the context of trauma system triage protocols is warranted to analyze whether it triage precision might be augmented among blunt trauma patients with SBP>90 mm Hg.


Journal of The American College of Surgeons | 2010

Lactate Is a Better Predictor than Systolic Blood Pressure for Determining Blood Requirement and Mortality: Could Prehospital Measures Improve Trauma Triage?

Marianne J. Vandromme; Russell Griffin; Jordan A. Weinberg; Loring W. Rue; Jeffrey D. Kerby

BACKGROUND Standard hemodynamic evaluation of patients in shock may underestimate severity of hemorrhage given physiologic compensation. Blood lactate (BL) is an important adjunct in characterizing shock, and point-of-care devices are currently available for use in the prehospital (PH) setting. The objective of this study was to determine if BL levels have better predictive value when compared with systolic blood pressure (SBP) for identifying patients with an elevated risk of significant transfusion and mortality in a hemodynamically indeterminant cohort. STUDY DESIGN We selected trauma patients admitted to a level I trauma center over a 9-year period with SBP between 90 and 110 mmHg. The predictive capability of initial emergency department (ED) BL for needing > or =6 units packed RBCs within 24 hours postinjury and mortality was compared with PH-SBP and ED-SBP by comparing estimated area under the receiver operator curve (AUC). RESULTS We identified 2,413 patients with ED-SBP and 787 patients with PH-SBP and ED-BL. ED-BL was statistically better than PH-SBP (p = 0.0025) and ED-SBP (p < 0.0001) in predicting patients who will need > or = 6 U packed RBCs within 24 hours postinjury (AUC: ED-BL, 0.72 vs PH-SBP, 0.61; ED-BL, 0.76 vs ED-SBP, 0.60). ED-BL was also a better predictor than both PH-SBP (p = 0.0235) and ED-SBP (p < 0.0001) for mortality (AUC: ED-BL, 0.74 vs PH-SBP, 0.60; ED-BL, 0.76 vs ED-SBP, 0.61). CONCLUSIONS ED-BL is a better predictor than SBP in identifying patients requiring significant transfusion and mortality in this cohort with indeterminant SBP. These findings suggest that point-of-care BL measurements could improve trauma triage and better identify patients for enrollment in interventional trials. Further studies using BL measurement in the PH environment are warranted.


Journal of Trauma-injury Infection and Critical Care | 2009

Traumatic brain injury is associated with the development of deep vein thrombosis independent of pharmacological prophylaxis.

Donald A. Reiff; Ramanath N. Haricharan; Nathan M. Bullington; Russell Griffin; Gerald McGwin; Loring W. Rue

INTRODUCTION Deep venous thrombosis (DVT) is common among trauma patients. If left untreated it may result in lethal pulmonary thromboembolism. Previous studies have suggested that intracranial hemorrhage serves as an independent risk factor for the development of DVT. These studies were not able to exclude anticoagulation therapy as a confounding variable in their analysis. Our objective was to determine the association of traumatic brain injury (TBI) to the formation of DVT irrespective of the use of anticoagulation therapy. METHODS All patients admitted to an academic level I Trauma Center between 2000 and 2007 with blunt or penetrating injuries were selected for inclusion in this study. Patients who died or who were discharged within 24 hours of admission were excluded in the analysis. TBI was defined as any intraparenchymal hemorrhage or extra-axial intracranial bleeding identified on radiographic imaging or both. Anticoagulation therapy was defined as the uninterrupted use of either subcutaneous lovenox or heparin. Risk ratios and 95% confidence intervals compared the risk of DVT among patients with and without TBI according to the initiation of anticoagulation therapy (no therapy, <24 hours, 24-48 hours, and >48 hours) adjusted for age, gender, race, injury severity, mechanism of injury, spinal injury, and lower extremity fracture. RESULTS Irrespective of the time of initiation of pharmacologic prophylaxis, TBI is independently associated with the formation of DVT. A threefold to fourfold increased risk of DVT formation is consistent across all prophylaxis groups among patients with TBI. CONCLUSION The incidence of DVT among injured patients with TBI is significantly higher than those patients without head injury independent of anticoagulation therapy. Rigorous surveillance to detect DVT among trauma patients with TBI should be undertaken and where appropriate alternate means for pulmonary thromboembolism prevention used.


Physical Therapy | 2013

Effectiveness of an Early Mobilization Protocol in a Trauma and Burns Intensive Care Unit: A Retrospective Cohort Study

Diane Clark; John D. Lowman; Russell Griffin; Helen M. Matthews; Donald A. Reiff

Background Bed rest and immobility in patients on mechanical ventilation or in an intensive care unit (ICU) have detrimental effects. Studies in medical ICUs show that early mobilization is safe, does not increase costs, and can be associated with decreased ICU and hospital lengths of stay (LOS). Objective The purpose of this study was to assess the effects of an early mobilization protocol on complication rates, ventilator days, and ICU and hospital LOS for patients admitted to a trauma and burn ICU (TBICU). Design This was a retrospective cohort study of an interdisciplinary quality-improvement program. Methods Pre– and post–early mobility program patient data from the trauma registry for 2,176 patients admitted to the TBICU between May 2008 and April 2010 were compared. Results No adverse events were reported related to the early mobility program. After adjusting for age and injury severity, there was a decrease in airway, pulmonary, and vascular complications (including pneumonia and deep vein thrombosis) post–early mobility program. Ventilator days and TBICU and hospital lengths of stay were not significantly decreased. Limitations Using a historical control group, there was no way to account for other changes in patient care that may have occurred between the 2 periods that could have affected patient outcomes. The dose of physical activity both before and after the early mobility program were not specifically assessed. Conclusions Early mobilization of patients in a TBICU was safe and effective. Medical, nursing, and physical therapy staff, as well as hospital administrators, have embraced the new culture of early mobilization in the ICU.


Accident Analysis & Prevention | 2013

Impact of distracted driving on safety and traffic flow.

Despina Stavrinos; Jennifer Jones; Annie A. Garner; Russell Griffin; Crystal A. Franklin; David Ball; Sharon C. Welburn; Karlene Ball; Virginia P Sisiopiku; Philip R. Fine

Studies have documented a link between distracted driving and diminished safety; however, an association between distracted driving and traffic congestion has not been investigated in depth. The present study examined the behavior of teens and young adults operating a driving simulator while engaged in various distractions (i.e., cell phone, texting, and undistracted) and driving conditions (i.e., free flow, stable flow, and oversaturation). Seventy five participants 16-25 years of age (split into 2 groups: novice drivers and young adults) drove a STISIM simulator three times, each time with one of three randomly presented distractions. Each drive was designed to represent daytime scenery on a 4 lane divided roadway and included three equal roadway portions representing Levels of Service (LOS) A, C, and E as defined in the 2000 Highway Capacity Manual. Participants also completed questionnaires documenting demographics and driving history. Both safety and traffic flow related driving outcomes were considered. A Repeated Measures Multivariate Analysis of Variance was employed to analyze continuous outcome variables and a Generalized Estimate Equation (GEE) Poisson model was used to analyze count variables. Results revealed that, in general more lane deviations and crashes occurred during texting. Distraction (in most cases, text messaging) had a significantly negative impact on traffic flow, such that participants exhibited greater fluctuation in speed, changed lanes significantly fewer times, and took longer to complete the scenario. In turn, more simulated vehicles passed the participant drivers while they were texting or talking on a cell phone than while undistracted. The results indicate that distracted driving, particularly texting, may lead to reduced safety and traffic flow, thus having a negative impact on traffic operations. No significant differences were detected between age groups, suggesting that all drivers, regardless of age, may drive in a manner that impacts safety and traffic flow negatively when distracted.


Annals of Surgery | 2012

Stress-induced hyperglycemia, not diabetic hyperglycemia, is associated with higher mortality in trauma.

Jeffrey D. Kerby; Russell Griffin; Paul A. MacLennan; Loring W. Rue

Objectives:To identify all trauma patients with diabetes and compare diabetic hyperglycemia (DH) patients with those with stress-induced hyperglycemia (SIH). Background:SIH has been shown to result in worse outcomes after trauma. The presence of diabetes mellitus (DM) or occult DM within the cohort confounded previous studies. We identified 2 distinct populations of trauma patients with SIH or DH to determine the impact of hyperglycemia on these 2 groups. Methods:Admission glycosylated hemoglobin (HbA1c), glucose levels, and comorbidity data were collected over a 2-year period. DM was determined by patient history or admission HbA1c 6.5% or more. SIH was determined by absence of DM and admission glucose 200 mg/dL or more. Cox proportional hazards models [adjusted for age, sex, injury mechanism, and injury severity score] were used to calculate risk ratios (RRs) and associated 95% confidence intervals (CIs) for outcomes of interest. Results:During the study period, 6852 trauma patients were evaluated, and 5117 had available glucose, HbA1c, and comorbidity data. Patients with SIH had an over twofold increase in mortality risk (RR 2.41, 95% CI 1.81–3.23), and patients with DH had a nonsignificant, near-50% increase in mortality risk (RR 1.47, 95% CI 0.92–2.36). Risk of pneumonia was similarly higher for both the DH (RR 1.49, 95% CI 1.03–2.17) and the SIH (RR 1.44, 95% CI 1.08–1.93). Conclusions:DM is common in patients with hyperglycemia after trauma. As opposed to DH, SIH is associated with higher mortality after trauma. Further research is warranted to identify mechanisms causing hyperglycemia and subsequent worse outcomes after trauma.


PLOS ONE | 2012

Chronic Medical Conditions and Risk of Sepsis

Henry E. Wang; Nathan I. Shapiro; Russell Griffin; Monika M. Safford; Suzanne E. Judd; George Howard

Background We sought to determine the associations between baseline chronic medical conditions and future risk of sepsis. Methods Longitudinal cohort study using the 30,239 community-dwelling participants of the REGARDS cohort. We determined associations between baseline chronic medical conditions and incident sepsis episodes, defined as hospitalization for an infection with the presence of infection plus two or more systemic inflammatory response syndrome criteria. Results Over the mean observation time of 4.6 years (February 5, 2003 through October 14, 2011), there were 975 incident cases of sepsis. Incident sepsis episodes were associated with older age (p<0.001), white race (HR 1.39; 95% CI: 1.22–1.59), lower education (p<0.001) and income (p<0.001), tobacco use (p<0.001), and alcohol use (p = 0.02). Incident sepsis episodes were associated with baseline chronic lung disease (adjusted HR 2.43; 95% CI: 2.05–2.86), peripheral artery disease (2.16; 1.58–2.95), chronic kidney disease (1.99; 1.73–2.29), myocardial infarction 1.79 (1.49–2.15), diabetes 1.78 (1.53–2.07), stroke 1.67 (1.34–2.07), deep vein thrombosis 1.63 (1.29–2.06), coronary artery disease 1.61 (1.38–1.87), hypertension 1.49 (1.29–1.74), atrial fibrillation 1.48 (1.21–1.81) and dyslipidemia 1.16 (1.01–1.34). Sepsis risk increased with the number of chronic medical conditions (p<0.001). Conclusions Individuals with chronic medical conditions are at increased risk of future sepsis events.


Transfusion | 2014

The success of our patient blood management program depended on an institution-wide change in transfusion practices.

James C. Oliver; Russell Griffin; Timothy Hannon; Marisa B. Marques

Patient blood management (PBM) programs seek to optimize the utilization of blood components. Since our institutions program started, the annual number of red blood cell (RBC) units transfused has decreased by 27% overall.


BMJ Open | 2014

Long-term mortality after community-acquired sepsis: a longitudinal population-based cohort study

Henry E. Wang; Jeff M. Szychowski; Russell Griffin; Monika M. Safford; Nathan I. Shapiro; George Howard

Objective Prior studies have concentrated on the acute short-term outcomes of sepsis, with little focus on its long-term consequences. The objective of this study was to characterise long-term mortality following a sepsis event. Design Population-based data from the 30 239 community-dwelling individuals in the REasons for Geographic and Racial Differences in Stroke (REGARDS) cohort. Setting USA. Participants Community-dwelling adults ≥45 years of age. Sepsis was defined as hospitalisation or emergency department treatment for a serious infection with the presence of ≥2 systemic inflammatory response syndrome criteria. Outcomes 6-year all-cause mortality. The analysis utilised a time-varying Cox model adjusted for participants age, demographic factors, health behaviours and chronic medical conditions. Results The participants were observed for a median of 6.1 years (IQR 4.5–7.1). During this period, 975 individuals experienced a sepsis event. Sepsis hospital mortality was 8.9%. One-year, 2-year and 5-year all-cause mortality among individuals with sepsis were 23%, 28.8% and 43.8%, respectively, compared with death rates of 1%, 2.6% and 8.3% among those who never developed sepsis. On multivariable analysis, the association of sepsis with increased all-cause mortality persisted for up to 5 years, after adjustment for confounders; year 0.00–1.00, adjusted HR (aHR) 13.07 (95% CI 10.63 to 16.06); year 1.01–2.00 aHR 2.64 (1.85 to 3.77); year 2.01–3.00 aHR 2.18 (1.43 to 3.33); year 3.01–4.00 aHR 1.97 (1.19 to 3.25); year 4.01–5.00 aHR 2.08 (1.14 to 3.79); year 5.01+ aHR 1.41 (0.67 to 2.98). Conclusions Individuals with sepsis exhibited increased rates of death for up to 5 years after the illness event, even after accounting for comorbidities. Sepsis is independently associated with increased risk of mortality well after hospital treatment.


Journal of Trauma-injury Infection and Critical Care | 2009

Management of colon wounds in the setting of damage control laparotomy: a cautionary tale.

Jordan A. Weinberg; Russell Griffin; Marianne J. Vandromme; Sherry M. Melton; Richard L. George; Donald A. Reiff; Jeffrey D. Kerby; Loring W. Rue

BACKGROUND Although colon wounds are commonly treated in the setting of damage control laparotomy (DCL), a paucity of data exist to guide management. The purpose of this study was to evaluate our experience with the management of colonic wounds in the context of DCL, using colonic wound outcomes after routine, single laparotomy (SL) as a benchmark. METHODS Consecutive patients during a 7-year period with full-thickness or devitalizing colon injury were identified. Early deaths (<48 hour) were excluded. Colon-related complications (abscess, suture or staple leak, and stomal ischemia) were compared between those managed in the setting of DCL versus those managed by SL, both overall and as stratified by procedure (primary repair, resection and anastomosis, and resection and colostomy). RESULTS One hundred fifty-seven patients met study criteria: 101 had undergone SL and 56 had undergone DCL. Comparison of DCL patients with SL patients was notable for a significant difference in colon-related complications (30% vs. 12%, p < 0.005) and suture/staple leak in particular (12% vs. 3%, p < 0.05). Stratification by procedure revealed a significant difference in colon-related complications among those that underwent resection and anastomosis (DCL: 39% vs. SL: 18%, p < 0.05), whereas no differences were observed in those who underwent primary repair or resection and colostomy. CONCLUSIONS Management of colonic wounds in the setting of DCL is associated with a relatively high incidence of complications. The excessive incidence of leak overall and morbidity particular to resection and anastomosis, however, give us pause. Although stoma construction is not without its own complications in the setting of DCL, it may be the safer alternative.

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Gerald McGwin

University of Alabama at Birmingham

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Loring W. Rue

University of Alabama at Birmingham

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Henry E. Wang

University of Alabama at Birmingham

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Jeffrey D. Kerby

University of Alabama at Birmingham

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Monika M. Safford

University of Alabama at Birmingham

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George Howard

University of Alabama at Birmingham

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David J. Askenazi

University of Alabama at Birmingham

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John Donnelly

University of Alabama at Birmingham

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Nathan I. Shapiro

Beth Israel Deaconess Medical Center

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Jordan A. Weinberg

University of Tennessee Health Science Center

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