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Dive into the research topics where Huazhi Liu is active.

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Featured researches published by Huazhi Liu.


Journal of Thrombosis and Thrombolysis | 2011

Pulmonary embolism prophylaxis with inferior vena cava filters in trauma patients: a systematic review using the meta-analysis of observational studies in epidemiology (MOOSE) guidelines

Anita Rajasekhar; Richard Lottenberg; Lawrence Lottenberg; Huazhi Liu; Darwin N. Ang

Prophylactic inferior vena cava filters (pIVCFs) for the prevention of pulmonary embolism (PE) are controversial. Current practice guidelines (EAST and ACCP) are based on the critical appraisal of observational studies. As a result, their recommendations are conflicting and may account for practice pattern variation. The purpose of this study is to critically review the available literature and ascertain the level of evidence both for and against the use of pIVCFs for PE prophylaxis in trauma patients. We searched PubMed and Web of Science for publications from 1950 until July 2010 that assessed the efficacy of PE prevention with pIVCFs in the trauma population. We followed the MOOSE (Meta-analysis of Observational Studies in Epidemiology) guidelines for design, implementation, and reporting. The Newcastle-Ottawa Score was used for quality and comparability assessment. Seven observational studies met inclusion criteria for this meta-analysis, representing 1,900 patients. Only one study was published in this decade. The rate of PE was statistically lower in the IVCF group compared to a matched control group without IVCFs (OR 0.21, 95% CI 0.09–0.49). There was no significant difference in DVT. Using the MOOSE criteria these results show a decreased likelihood of PE among trauma patients who receive pIVCFs. Although these results could favor the placement of pIVCFs, the lack of contemporary use of pharmacologic prophylaxis across studies does not allow us to make firm conclusions either for or against the routine use of pIVCFs. Prospective randomized trials are needed to determine the role of pIVCFs in high-risk trauma patients.


American Journal of Surgery | 2011

Utilization of minimally invasive breast biopsy for the evaluation of suspicious breast lesions

Luke G. Gutwein; Darwin N. Ang; Huazhi Liu; Julia Marshall; Steven N. Hochwald; Edward M. Copeland; Stephen R. Grobmyer

BACKGROUND Percutaneous needle biopsy, also known as minimally invasive breast biopsy (MIBB), has become the gold standard for the initial assessment of suspicious breast lesions. The purpose of this study is to determine modern rates of MIBB and open breast biopsy. METHODS The Florida Agency for Health Care Administration outpatient surgery and procedure database was queried for patients undergoing open surgical biopsy and MIBB between 2003 and 2008. RESULTS Although there was an increase in the use of MIBB, the overall rate of open surgical biopsy remained high (∼30%). A reduction in the open biopsy rate from 30% to 10% could be associated with a charge reduction of >


Critical Care Medicine | 2013

Development of a genomic metric that can be rapidly used to predict clinical outcome in severely injured trauma patients.

Alex G. Cuenca; Lori F. Gentile; M. Cecilia Lopez; Ricardo Ungaro; Huazhi Liu; Wenzhong Xiao; Junhee Seok; Michael Mindrinos; Darwin N. Ang; Tezcan Ozrazgat Baslanti; Azra Bihorac; Philip A. Efron; Joseph Cuschieri; H. Shaw Warren; Ronald G. Tompkins; Ronald V. Maier; Henry V. Baker; Lyle L. Moldawer

37.2 million per year. CONCLUSIONS The current rate of open surgical breast biopsy remains high. Interventions and quality initiatives are warranted, which could lead to a reduction in unnecessary operations for women, improved patient care, and a reduction in breast health care costs.


PLOS ONE | 2011

The Potential Influence of Common Viral Infections Diagnosed during Hospitalization among Critically Ill Patients in the United States

Makesha Miggins; Anjum Hasan; Samuel Hohmann; Frederick S. Southwick; George Casella; Denise Schain; Huazhi Liu; Azra Bihorac; Lyle L. Moldawer; Philip A. Efron; Darwin N. Ang

Objective:Many patients have complicated recoveries following severe trauma due to the development of organ injury. Physiological and anatomical prognosticators have had limited success in predicting clinical trajectories. We report on the development and retrospective validation of a simple genomic composite score that can be rapidly used to predict clinical outcomes. Design:Retrospective cohort study. Setting:Multi-institutional level 1 trauma centers. Patients:Data were collected from 167 severely traumatized (injury severity score >15) adult (18–55 yr) patients. Methods:Microarray-derived genomic data obtained from 167 severely traumatized patients over 28 days were assessed for differences in messenger RNA abundance among individuals with different clinical trajectories. Once a set of genes was identified based on differences in expression over the entire study period, messenger RNA abundance from these subjects obtained in the first 24 hours was analyzed in a blinded fashion using a rapid multiplex platform, and genomic data reduced to a single metric. Results:From the existing genomic dataset, we identified 63 genes whose leukocyte expression differed between an uncomplicated and complicated clinical outcome over 28 days. Using a multiplex approach that can quantitate messenger RNA abundance in less than 12 hours, we reassessed total messenger RNA abundance from the first 24 hours after trauma and reduced the genomic data to a single composite score using the difference from reference. This composite score showed good discriminatory capacity to distinguish patients with a complicated outcome (area under a receiver–operator curve, 0.811; p <0.001). This was significantly better than the predictive power of either Acute Physiology and Chronic Health Evaluation II or new injury severity score scoring systems. Conclusions:A rapid genomic composite score obtained in the first 24 hours after trauma can retrospectively identify trauma patients who are likely to develop complicated clinical trajectories. A novel platform is described in which this genomic score can be obtained within 12 hours of blood collection, making it available for clinical decision making.


Journal of Trauma-injury Infection and Critical Care | 2011

A pilot study on the randomization of inferior vena cava filter placement for venous thromboembolism prophylaxis in high-risk trauma patients.

Anita Rajasekhar; Lawrence Lottenberg; Richard Lottenberg; Robert J. Feezor; Scott B. Armen; Huazhi Liu; Philip A. Efron; Mark Crowther; Darwin N. Ang

Viruses are the most common source of infection among immunocompetent individuals, yet they are not considered a clinically meaningful risk factor among the critically ill. This work examines the association of viral infections diagnosed during the hospital stay or not documented as present on admission to the outcomes of ICU patients with no evidence of immunosuppression on admission. This is a population-based retrospective cohort study of University HealthSystem Consortium (UHC) academic centers in the U.S. from the years 2006 to 2009. The UHC is an alliance of over 90% of the non-profit academic medical centers in the U.S. A total of 209,695 critically ill patients were used in this analysis. Eight hospital complications were examined. Patients were grouped into four cohorts: absence of infection, bacterial infection only, viral infection only, and bacterial and viral infection during same hospital admission. Viral infections diagnosed during hospitalization significantly increased the risk of all complications. There was also a seasonal pattern for viral infections. Specific viruses associated with poor outcomes included influenza, RSV, CMV, and HSV. Patients who had both viral and bacterial infections during the same hospitalization had the greatest risk of mortality RR 6.58, 95% CI (5.47, 7.91); multi-organ failure RR 8.25, 95% CI (7.50, 9.07); and septic shock RR 271.2, 95% CI (188.0, 391.3). Viral infections may play a significant yet unrecognized role in the outcomes of ICU patients. They may serve as biological markers or play an active role in the development of certain adverse complications by interacting with coincident bacterial infection.


Journal of Trauma-injury Infection and Critical Care | 2011

Mopeds and Scooters: Crash Outcomes in a High Traffic State

Makesha Miggins; Lawrence Lottenberg; Huazhi Liu; Lyle L. Moldawer; Philip A. Efron; Darwin N. Ang

BACKGROUND Placement of prophylactic inferior vena cava filters (pIVCFs) for the prevention of pulmonary embolism (PE) in high-risk trauma patients (HRTPs) are widely practiced despite the lack of Level I data supporting this use. We report the 2-year interim analysis of the Filters in Trauma pilot study. METHODS This is a single institution, prospective randomized controlled pilot feasibility study in a Level I trauma center. HRTPs were identified for pIVCF placement by the Eastern Association for the Surgery of Trauma guidelines. From November 2008 to November 2010, HRTPs were enrolled and randomized to either pIVCF or no pIVCF. All patients received pharmacologic prophylaxis when safe. Primary outcomes included feasibility objectives and secondary outcomes were incidence of PE, deep vein thrombosis (DVT), and death. RESULTS Thirty-four of 38 enrolled patients were eligible for analysis. The baseline sociodemographic characteristics were balanced between the both groups. Results of the feasibility objectives included: time from admission to enrollment (mean, 47.4 hours ± 22.0 hours), time from enrollment to randomization (mean, 4.8 hours ± 9.1 hours), time from randomization to IVCF placement (mean, 16.9 hours ± 9.2 hours), adherence to weekly compression ultrasound within first month (IVCF group = 44.4%; non-IVCF group = 62.5%), and 1-month clinical follow-up (IVCF group = 83.3%; non-IVCF group = 100%). At 6-month follow-up, one PE in the nonfilter group and one DVT in the filter group had occurred. One non-PE-related death occurred in the filter group. Barriers to enrollment included inability to obtain informed consent due to patient refusal or no next of kin identified and delayed notification of eligibility status. CONCLUSION Our pilot study demonstrates for the first time that a randomized controlled trial evaluating the efficacy of pIVCFs in trauma patients is feasible. This pilot data will be used to inform the design of a multicenter randomized controlled trial to determine the incidence of PE and DVT in HRTPs receiving pIVCFs versus no pIVCF.


PLOS ONE | 2015

Successful implementation of a packed red blood cell and fresh frozen plasma transfusion protocol in the surgical intensive care unit.

Benjamin E. Szpila; Tezcan Ozrazgat-Baslanti; Jianyi Zhang; Jennifer Lanz; Ruth Davis; Annette Rebel; Erin L. Vanzant; Lori F. Gentile; Alex G. Cuenca; Darwin N. Ang; Huazhi Liu; Lawrence Lottenberg; Peggy Marker; Marc Zumberg; Azra Bihorac; Frederick A. Moore; Scott C. Brakenridge; Philip A. Efron

BACKGROUND Moped and scooter crash outcomes in the United States were last reported more than 20 years ago. These vehicles have experienced resurgence in popularity with sales that have increased up to 60% in recent years. The purpose of this study is to identify risk factors between severe and nonsevere driver-related injuries and to identify modifiable risk factors. METHODS The Florida Traffic Crash Records Database (FTCRD) was used to identify all crashes involving mopeds and scooters occurring between 2002 and 2008. A total of 5,660 moped crashes were evaluated. Multivariate logistic regression was used to determine the strength of association of severe injury for each risk factor. RESULTS More than 90% of drivers involved in moped or scooter crashes were uninsured. Only 17% of all drivers wore helmets. Alcohol and drug use was a significant risk factor of severe and lethal crashes (odds ratio [OR], 2.09; 95% confidence interval [CI], 1.64, 2.66). Risk factors amenable for state intervention and associated with increased severe or lethal injury were unpaved roads (OR, 1.57; 95% CI, 1.30, 1.88); driving speeds >20 mph (OR, 2.02; 95% CI, 1.73, 2.36); posted speed limits >30 mph (OR, 1.40; 95% CI, 1.22, 1.62); major roadways with four or more lanes (OR, 1.83; 95% CI, 1.04, 3.21); and poor lighting conditions (OR, 1.69; 95% CI, 1.23, 2.32). CONCLUSIONS These results suggest that most of the traffic infrastructure does not accommodate the safety of moped and scooter drivers. Focused interventions and further investigation into statewide traffic rules may improve moped crash outcomes.


Journal of Trauma-injury Infection and Critical Care | 2014

Geriatric outcomes for trauma patients in the state of Florida after the advent of a large trauma network.

Darwin N. Ang; Scott H. Norwood; Erik Barquist; Mark G. McKenney; Stanley Kurek; Brian Kimbrell; Alejandro Garcia; Charles B. Walsh; Huazhi Liu; Michele Ziglar; James M. Hurst

Background Blood product transfusions are associated with increased morbidity and mortality. The purpose of this study was to determine if implementation of a restrictive protocol for packed red blood cell (PRBC) and fresh frozen plasma (FFP) transfusion safely reduces blood product utilization and costs in a surgical intensive care unit (SICU). Study Design We performed a retrospective, historical control analysis comparing before (PRE) and after (POST) implementation of a restrictive PRBC/FFP transfusion protocol for SICU patients. Univariate analysis was utilized to compare patient demographics and blood product transfusion totals between the PRE and POST cohorts. Multivariate logistic regression models were developed to determine if implementation of the restrictive transfusion protocol is an independent predictor of adverse outcomes after controlling for age, illness severity, and total blood products received. Results 829 total patients were included in the analysis (PRE, n=372; POST, n=457). Despite higher mean age (56 vs. 52 years, p=0.01) and APACHE II scores (12.5 vs. 11.2, p=0.006), mean units transfused per patient were lower for both packed red blood cells (0.7 vs. 1.2, p=0.03) and fresh frozen plasma (0.3 vs. 1.2, p=0.007) in the POST compared to the PRE cohort, respectively. There was no difference in inpatient mortality between the PRE and POST cohorts (7.5% vs. 9.2%, p=0.39). There was a decreased risk of urinary tract infections (OR 0.47, 95%CI 0.28-0.80) in the POST cohort after controlling for age, illness severity and amount of blood products transfused. Conclusions Implementation of a restrictive transfusion protocol can effectively reduce blood product utilization in critically ill surgical patients with no increase in morbidity or mortality.


American Journal of Surgery | 2013

Predicting resource utilization of elderly burn patients in the baby boomer era

Winston T. Richards; Winston A. Richards; Makeesha Miggins; Huazhi Liu; David W. Mozingo; Darwin N. Ang

BACKGROUND Florida State has one of the largest geriatric populations in the United States. However, recent data show that up to the year 2010, geriatric trauma patients were least served by designated trauma centers (TCs). One existing TC and five provisional Level 2 TCs were combined to create a large-scale trauma network (TN). The new TCs were placed in those areas with the lowest ratios of TC to residents based on census data. The aim of this study was to measure the TN impact on the population of geriatric trauma patients. METHODS Data from the Florida State Agency for Health Care Administration were used to determine mortality, length of stay, and complication rates for geriatric trauma patients (≥ 65 years). The potential effect of the TN was measured by comparing outcomes before and after the initiation of the TN. A total of 165,640 geriatric patients were evaluated. Multivariate regression methods were used to match and adjust for age, injury status (penetrating vs. nonpenetrating), sex, race, comorbidity, and injury severity (DRG International Classification of Diseases—9th Rev. Injury Severity Score). RESULTS Since the advent of the TN, an additional 1,711 geriatric patients were treated compared with the previous period. The TN was responsible 86% of these new patients. There was a temporal association with a decrease in both mortality (adjusted odds ratio, 0.90; 95% confidence interval, 0.85–0.96) and length of stay (p < 0.0001) for geriatric patients since the advent of the TN. The improved access was associated with a significant decrease in mortality in the regions serviced by the TN. CONCLUSION Geriatric patients make up a significant proportion of trauma patients within the TN. The temporal improvement in outcomes may be associated with the increased proportion of patients being treated in state-designated TCs as a result of the addition of the TN. LEVEL OF EVIDENCE Epidemiologic study, level III.


Injury Prevention | 2012

A regionalised strategy for improving motor vehicle-related highway driver deaths using a weighted averages method

Tad Kim; Frederick P. Rivara; David W. Mozingo; Lawrence Lottenberg; Zachary B. Harris; George Casella; Huazhi Liu; Lyle L. Moldawer; Philip A. Efron; Darwin N. Ang

BACKGROUND Census predictions for Florida suggest a 3-fold increase in the 65 and older population within 20 years. We predict resource utilization for burn patients in this age group. METHODS Using the Florida Agency for Healthcare Administration admission dataset, we evaluated the effect of age on length of stay, hospital charges, and discharge disposition while adjusting for clinical and demographic factors. Using US Census Bureau data and burn incidence rates from this dataset, we estimated future resource use. RESULTS Elderly patients were discharged to home less often and were discharged to short-term general hospitals, intermediate-care facilities, and skilled nursing facilities more often than the other age groups (P < .05). They also required home health care and intravenous medications significantly more often (P < .05). Their length of stay was longer, and total hospital charges were greater (P < .05) after adjusting for sex, race, Charleson comorbidity index, payer, total body surface area burned, and burn center treatment. CONCLUSIONS Our data show an age-dependent increase in the use of posthospitalization resources, the length of stay, and the total charges for elderly burn patients.

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