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Featured researches published by Jason Stezoski.


Shock | 2011

Intravenous hydrogen sulfide does not induce hypothermia or improve survival from hemorrhagic shock in pigs.

Tomas Drabek; Patrick M. Kochanek; Jason Stezoski; Xianren Wu; Hülya Bayr; Ryan C. Morhard; S. William Stezoski; Samuel A. Tisherman

Several laboratory studies suggested that induced hypothermia during hemorrhagic shock improves survival. Inhaled hydrogen sulfide (H2S) induced hypothermia and decreased metabolism in mice and rats but not in piglets. We tested the hypothesis that i.v. H2S will induce hypothermia, reduce oxygen consumption (VO2), and improve outcome in prolonged hemorrhagic shock in pigs. We also assessed markers of organ injury (alanine aminotransferase, aspartate aminotransferase, creatine phosphokinase, creatinine, and troponin) and level of protein thiols to monitor H2S metabolism. In a prospective randomized study, pigs were subjected to volume-controlled hemorrhagic shock with limited fluid resuscitation to maintain MAP 30 mmHg or greater. The study group received infusion of H2S at 5 mg·kg−1·h−1; the control group received vehicle (n = 8 per group). Dose was based on the highest tolerated dose in pilot studies. Full resuscitation was initiated after 3 h. There were no differences in survival at 24 h between groups (2/8 in H2S vs. 3/8 in control group). Heart rate increased similarly during hemorrhagic shock in both groups. Cardiac output was better preserved in the delayed phase of hemorrhagic shock in the control group. Temperature and VO2 were similar in both groups during hemorrhagic shock and resuscitation. Markers of organ injury and protein thiols markedly increased in both groups with no differences between groups. In conclusion, we were not able to demonstrate the hypothermia-inducing effect or a reduction in VO2 from H2S infusion in our model of hemorrhagic shock in pigs. Our data mirror those seen in piglets and provide additional evidence of difficulty in translating the hypothermia effect of H2S to large animals in a clinically relevant postinsult paradigm.


Critical Care Medicine | 2000

Mild or moderate hypothermia, but not increased oxygen breathing, increases long-term survival after uncontrolled hemorrhagic shock in rats.

Akira Takasu; Stezoski Sw; Jason Stezoski; Peter Safar; Samuel A. Tisherman

Objective To test the hypotheses that, for uncontrolled hemorrhagic shock (UHS) in rats, mild hypothermia, compared with normothermia, would increase long-term survival as well as moderate hypothermia, oxygen breathing would increase survival further, and hypothermia and oxygen would mitigate visceral ischemia (dysoxia) during UHS. Design Prospective, randomized study. Setting Animal research laboratory. Subjects A total of 54 male Sprague-Dawley rats. Interventions Under light anesthesia and spontaneous breathing, rats underwent UHS phase I of 75 mins, with initial withdrawal of 3 mL/100 g of blood over 15 mins, followed by UHS via tail amputation and limited fluid resuscitation to maintain mean arterial pressure at ≥40 mm Hg; resuscitation phase II of 60 mins (from 75 mins to 135 mins) with hemostasis and aggressive fluid resuscitation to normalize hemodynamics; and observation phase III to 72 hrs. Rats were randomly divided into nine groups (n = 6 each) with three rectal temperature levels (38°C [normothermia] vs. 34°C [mild hypothermia] vs. 30°C [moderate hypothermia]) by surface cooling; each with 3 Fio2 levels (0.25 vs. 0.5 vs. 1.0). Measurements and Main Results Hypothermia increased blood pressure compared with normothermia. Increased Fio2 had no effect on blood pressure. Additional blood loss from the tail cut was small, with no differences among groups. Hypothermia and Fio2 of 0.5 decreased visceral dysoxia, as measured by the difference between visceral (liver and jejunum) surface Pco2 and Paco2 during UHS. Compared with normothermia, mild hypothermia increased the survival time and rate as well as moderate hypothermia (p < .01 by life table), without a significant difference between mild and moderate hypothermia. Increased Fio2 had no effect on survival time or rate. Conclusions After severe UHS and resuscitation in rats, mild hypothermia during UHS, compared with normothermia, increases blood pressure, survival time and 72-hr survival rate as well as moderate hypothermia. Mild hypothermia is clinically more feasible and safer than moderate hypothermia. Increased Fio2 seems to have no significant effect on outcome.


Circulation | 2006

Induction of Profound Hypothermia for Emergency Preservation and Resuscitation Allows Intact Survival After Cardiac Arrest Resulting From Prolonged Lethal Hemorrhage and Trauma in Dogs

Xianren Wu; Tomas Drabek; Patrick M. Kochanek; Jeremy Henchir; S. William Stezoski; Jason Stezoski; Kristin Cochran; Robert H. Garman; Samuel A. Tisherman

Background— Induction of profound hypothermia for emergency preservation and resuscitation (EPR) of trauma victims who experience exsanguination cardiac arrest may allow survival from otherwise-lethal injuries. Previously, we achieved intact survival of dogs from 2 hours of EPR after rapid hemorrhage. We tested the hypothesis that EPR would achieve good outcome if prolonged hemorrhage preceded cardiac arrest. Methods and Results— Two minutes after cardiac arrest from prolonged hemorrhage and splenic transection, dogs were randomized into 3 groups (n=7 each): (1) the cardiopulmonary resuscitation (CPR) group, resuscitated with conventional CPR, and the (2) EPR-I and (3) EPR-II groups, both of which received 20 L of a 2°C saline aortic flush to achieve a brain temperature of 10°C to 15°C. CPR or EPR lasted 60 minutes and was followed in all groups by a 2-hour resuscitation by cardiopulmonary bypass. Splenectomy was then performed. The CPR dogs were maintained at 38.0°C. In the EPR groups, mild hypothermia (34°C) was maintained for either 12 (EPR-I) or 36 (EPR-II) hours. Function and brain histology were evaluated 60 hours after rewarming in all dogs. Cardiac arrest occurred after 124±16 minutes of hemorrhage. In the CPR group, spontaneous circulation could not be restored without cardiopulmonary bypass; none survived. Twelve of 14 EPR dogs survived. Compared with the EPR-I group, the EPR-II group had better overall performance, final neurological deficit scores, and histological damage scores. Conclusions— EPR is superior to conventional CPR in facilitating normal recovery after cardiac arrest from trauma and prolonged hemorrhage. Prolonged mild hypothermia after EPR was critical for achieving intact neurological outcomes.


Journal of Trauma-injury Infection and Critical Care | 2001

Mild hypothermia increases survival from severe pressure-controlled hemorrhagic shock in rats

Stephan Prueckner; Peter Safar; Rainer Kentner; Jason Stezoski; Samuel A. Tisherman; Geoffrey M. Silver; David P. Mooney; Anthony P. Borzotta; Roxanne R. Roberts; Rao R. Ivatury

BACKGROUND In previous studies, mild hypothermia (34 degrees C) during uncontrolled hemorrhagic shock (HS) increased survival. Hypothermia also increased mean arterial pressure (MAP), which may have contributed to its beneficial effect. We hypothesized that hypothermia would improve survival in a pressure-controlled HS model and that prolonged hypothermia would further improve survival. METHODS Thirty rats were prepared under light nitrous oxide/halothane anesthesia with spontaneous breathing. The rats underwent HS with an initial blood withdrawal of 2 mL/100 g over 10 minutes and pressure-controlled HS at a MAP of 40 mm Hg over 90 minutes (without anticoagulation), followed by return of shed blood and additional lactated Ringers solution to achieve normotension. Hemodynamic monitoring and anesthesia were continued to 1 hour, temperature control to 12 hours, and observation without anesthesia to 72 hours. After HS of 15 minutes, 10 rats each were randomized to group 1, with normothermia (38 degrees C) throughout; group 2, with brief mild hypothermia (34 degrees C during HS 15-90 minutes plus 30 minutes after reperfusion); and group 3, with prolonged mild hypothermia (same as group 2, then 35 degrees C [possible without shivering] from 30 minutes after reperfusion to 12 hours). RESULTS MAP during HS and initial resuscitation was the same in all three groups, but was higher in the hypothermia groups 2 and 3, compared with the normothermia group 1, at 45 and 60 minutes after reperfusion. Group 1 required less blood withdrawal to maintain MAP 40 mm Hg during HS and more lactated Ringers solution for resuscitation. At end of HS, lactate levels were higher in group 1 than in groups 2 and 3 (p < 0.02). Temperatures were according to protocol. Survival to 72 hours was achieved in group 1 by 3 of 10 rats, in group 2 by 7 of 10 rats (p = 0.18 vs. group 1), and in group 3 by 9 of 10 rats (p = 0.02 vs. group 1, p = 0.58 vs. group 2). Survival time was longer in group 2 (p = 0.09) and group 3 (p = 0.007) compared with group 1. CONCLUSION Brief hypothermia had physiologic benefit and a trend toward improved survival. Prolonged mild hypothermia significantly increased survival after severe HS even with controlled MAP. Extending the duration of hypothermia beyond the acute phases of shock and resuscitation may be needed to ensure improved outcome after prolonged HS.


Journal of Trauma-injury Infection and Critical Care | 1999

Hypothermic aortic arch flush for preservation during exsanguination cardiac arrest of 15 minutes in dogs.

Randy J. Woods; Stephan Prueckner; Peter Safar; Ann Radovsky; Akira Takasu; Stezoski Sw; Jason Stezoski; Samuel A. Tisherman

BACKGROUND Trauma victims rarely survive cardiac arrest from exsanguination. Survivors may suffer neurologic damage. Our hypothesis was that a hypothermic aortic arch flush of 500 mL of isotonic saline solution at 4 degrees C, compared with 24 degrees C (room temperature), administered at the start of prolonged exsanguination cardiac arrest (CA) would improve functional neurologic outcome in dogs. METHODS Seventeen male hunting dogs were prepared under light N2O-halothane anesthesia. The animals were randomized into two groups: group I (n = 9) received 4 degrees C isotonic saline flush and group II (n = 6) received 24 degrees C flush. Two additional dogs received no flush. While spontaneously breathing, the dogs underwent normothermic (tympanic membrane temperature [Ttm] = 37.5 degrees C) exsanguination over 5 minutes to cardiac arrest, assured by electric induction of ventricular fibrillation. After 2 minutes of arrest, the flush was administered over 1 minute into the aortic arch by means of a 13 French balloon-tipped catheter inserted by means of the femoral artery. After 15 minutes of CA, resuscitation was with closed-chest cardiopulmonary bypass, return of shed blood, and defibrillation. For the first 12 hours after CA, core temperature was maintained at 34 degrees C. Mechanical ventilation was continued to 20 hours and intensive care to 72 hours, when final evaluation and perfusion-fixation killing for brain histologic damage scoring were performed. RESULTS Three dogs in group I were excluded because of extracerebral complications. All 14 dogs that followed protocol survived. During CA, the Ttm decreased to 33.6 +/- 1.2 degrees C in group I and 35.9 +/- 0.4 degrees C in group II (p = 0.002). At 72 hours, in group I, all dogs achieved an overall performance category (OPC) of 1 (normal). In group II, 1 dog was OPC 2 (moderate disability), 3 dogs were OPC 3 (severe disability), and 2 dogs were OPC 4 (coma). Both dogs without flush were OPC 4. Neurologic deficit scores (NDS 0% = normal, 100% = brain death) were 1 +/- 1% in group I and 41 +/- 12% in group II (p < 0.05). The two dogs without flush achieved an NDS of 47% and 59%. Total brain histologic damage scores were 35 +/- 28 in group I and 82 +/- 17 in group II (p < 0.01); and 124 and 200 in the nonflushed dogs. CONCLUSION At the start of 15 minutes of exsanguination cardiac arrest in dogs, hypothermic aortic arch flush allows resuscitation to survival with normal neurologic function and histologically almost clean brains.


Journal of Cerebral Blood Flow and Metabolism | 2008

Emergency preservation and resuscitation with profound hypothermia, oxygen, and glucose allows reliable neurological recovery after 3 h of cardiac arrest from rapid exsanguination in dogs

Xianren Wu; Tomas Drabek; Samuel A. Tisherman; Jeremy Henchir; S. William Stezoski; Sherman Culver; Jason Stezoski; Edwin K. Jackson; Robert H. Garman; Patrick M. Kochanek

We have used a rapid induction of profound hypothermia (> 10°C) with delayed resuscitation using cardiopulmonary bypass (CPB) as a novel approach for resuscitation from exsanguination cardiac arrest (ExCA). We have defined this approach as emergency preservation and resuscitation (EPR). We observed that 2 h but not 3 h of preservation could be achieved with favorable outcome using ice-cold normal saline flush to induce profound hypothermia. We tested the hypothesis that adding energy substrates to saline during induction of EPR would allow intact recovery after 3 h CA. Dogs underwent rapid ExCA. Two minutes after CA, EPR was induced with arterial ice-cold flush. Four treatments (n = 6/group) were defined by a flush solution with or without 2.5% glucose (G + or G–) and with either oxygen or nitrogen (O + or O–) rapidly targeting tympanic temperature of 8°C. At 3 h after CA onset, delayed resuscitation was initiated with CPB, followed by intensive care to 72 h. At 72 h, all dogs in the O + G + group regained consciousness, and the group had better neurological deficit scores and overall performance categories than the O—groups (both P < 0.05). In the O + G—group, four of the six dogs regained consciousness. All but one dog in the O—groups remained comatose. Brain histopathology in the O—G + was worse than the other three groups (P < 0.05). We conclude that EPR induced with a flush solution containing oxygen and glucose allowed satisfactory recovery of neurological function after a 3 h of CA, suggesting benefit from substrate delivery during induction or maintenance of a profound hypothermic CA.


Journal of Trauma-injury Infection and Critical Care | 2003

After Spontaneous hypothermia during hemorrhagic shock, continuing mild hypothermia (34°C) improves early but not late survival in rats

Xianren Wu; Jason Stezoski; Peter Safar; Ala Nozari; Samuel A. Tisherman

BACKGROUND Spontaneous hypothermia is common in victims of severe trauma. Laboratory studies have shown benefit of induced (therapeutic) mild hypothermia (34 degrees C) during hemorrhagic shock (HS). Clinical data, however, suggest that hypothermia, which often occurs spontaneously in trauma patients, is detrimental. Because critically ill trauma patients are usually cool, the clinical question, which has not been explored in the laboratory with long-term outcome, is whether maintaining hypothermia or actively rewarming the patient improves outcome. We hypothesized that after spontaneous cooling during HS, continuing mild therapeutic hypothermia during resuscitation is beneficial compared with active rewarming. METHODS In study A, under light isoflurane anesthesia, 24 Sprague-Dawley rats were bled over 10 minutes to, and maintained at, mean arterial pressure (MAP) of 40 mm Hg until reuptake of 30% of maximal shed blood volume was needed. Rectal temperature (Tr) decreased spontaneously to, and was then maintained at, 35 degrees C during HS. Fluid resuscitation included the remaining shed blood and up to 400 mL/kg of lactated Ringers solution with 5% dextrose over 4 hours. During resuscitation, three groups (n = 8 each) were studied: normothermia (rapid rewarming to Tr 37.5 degrees C at the beginning of resuscitation); hypothermia-2 h (cooling to Tr 34 degrees C to resuscitation time 2 hours); and hypothermia-12 h (cooling to Tr 34 degrees C to 12 hours). Rats were observed to 72 hours. In study B, more severe HS than in study A was studied. HS was induced with 3 mL/100 g blood withdrawal over 15 minutes followed by maintenance of MAP of 40 mm Hg until 50% of maximal shed blood volume was needed. Two groups (n = 8 each) were studied: normothermia and hypothermia-12 h. Data are presented as mean +/- SD or median (range). RESULTS In study A, both hypothermia groups had higher MAP and lower heart rates during resuscitation than the normothermia group (p < 0.01). Survival to 72 hours was achieved in three of eight rats in the normothermia group and two of eight in each hypothermia group. Thirteen of 17 deaths occurred after 24 hours. In study B, for resuscitation, the hypothermia group needed less fluid (53 +/- 6 mL vs. 79 +/- 32 mL, p < 0.05), but had higher MAP (p < 0.01), lower heart rate (p < 0.01), and lower lactate level (p = 0.06). All rats died before 72 hours. The hypothermia group had longer survival time (24.5 [13-48.5] hours) than the normothermia group (7.5 [1.5-19] hours) (p = 0.003 by life table analysis). CONCLUSION After spontaneous cooling during moderately severe HS, mild, controlled hypothermia during resuscitation does not seem to affect long-term survival. After more severe HS, hypothermia increases survival time. Hypothermia supports arterial pressure during resuscitation from severe HS.


Shock | 2002

Effects of mild hypothermia on survival and serum cytokines in uncontrolled hemorrhagic shock in rats.

Rainer Kentner; Florence M. Rollwagen; Stephan Prueckner; Wilheim Behringer; Xianren Wu; Jason Stezoski; Peter Safar; Samuel A. Tisherman

Previous studies have suggested benefit of mild hypothermia during hemorrhagic shock (HS). This finding needs additional confirmation and investigation into possible mechanisms. Proinflammatory cytokines are mediators of multiple organ failure following traumatic hemorrhagic shock and resuscitation. We hypothesized that mild hypothermia would improve survival from HS and may affect the pro- and anti-inflammatory cytokine response in a rat model of uncontrolled HS. Under light halothane anesthesia, uncontrolled HS was induced by blood withdrawal of 3 mL/100 g over 15 min followed by tail amputation. Hypotensive (limited) fluid resuscitation (to prevent mean arterial pressure [MAP] from decreasing below 40 mmHg) with blood was started at 30 min and continued to 90 min. After hemostasis and resuscitation with initially shed blood and Ringers solution, the rats were observed for 72 h. The animals were randomized into two HS groups (n = 10 each): normothermia (38°C ± 0.5°C) and mild hypothermia (34°C ± 0.5°C) from HS 30 min until resuscitation time (RT) 60 min; and a sham group (n = 3). Venous blood samples were taken at baseline, RT 60 min, and days 1, 2, and 3. Serum interleukin (IL)-1&bgr;, IL-6, IL-10, and tumor necrosis factor (TNF)-&agr; concentrations were quantified by ELISA. Values are expressed as median and interquartile range. Survival time by life table analysis was greater in the hypothermia group (P = 0.04). Survival rates to 72 h were 1 of 10 vs. 6 of 10 in the normothermia vs. hypothermia groups, respectively (P = 0.057). All cytokine concentrations were significantly increased from baseline at RT 60 min in both HS groups, but not in the shams. At RT 60 min, in the normothermia vs. hypothermia groups, respectively, IL-1&bgr; levels were 185 (119–252) vs. 96 (57–135) pg/mL (P = 0.15); IL-6 levels were 2242 (1903–3777) vs. 1746 (585–2480) pg/mL (P = 0.20); TNF-&agr; levels were 97 (81–156) vs. 394 (280–406) pg/mL (P = 0.02); and IL-10 levels were 1.7 (0–13.3) vs. 15.8 (1.9–23.0) pg/mL (P = 0.09). IL-10 remained increased until day 3 in the hypothermia group. High IL-1&bgr; levels (>100 pg/mL) at RT 60 min were associated with death before 72 h (odds ratio 66, C.I. 3.5–1255). We conclude that mild hypothermia improves survival time after uncontrolled HS. Uncontrolled HS induces a robust proinflammatory cytokine response. The unexpected increase in TNF-&agr; with hypothermia deserves further investigation.


Resuscitation | 2014

Global and regional differences in cerebral blood flow after asphyxial versus ventricular fibrillation cardiac arrest in rats using ASL-MRI

Tomas Drabek; Lesley M. Foley; Andreas Janata; Jason Stezoski; T. Kevin Hitchens; Mioara D. Manole; Patrick M. Kochanek

Both ventricular fibrillation cardiac arrest (VFCA) and asphyxial cardiac arrest (ACA) are frequent causes of CA. However, only isolated reports compared cerebral blood flow (CBF) reperfusion patterns after different types of CA, and even fewer reports used methods that allow serial and regional assessment of CBF. We hypothesized that the reperfusion patterns of CBF will differ between individual types of experimental CA. In a prospective block-randomized study, fentanyl-anesthetized adult rats were subjected to 8min VFCA or ACA. Rats were then resuscitated with epinephrine, bicarbonate, manual chest compressions and mechanical ventilation. After the return of spontaneous circulation, CBF was then serially assessed via arterial spin-labeling magnetic resonance imaging (ASL-MRI) in cortex, thalamus, hippocampus and amygdala/piriform complex over 1h resuscitation time (RT). Both ACA and VFCA produced significant temporal and regional differences in CBF. All regions in both models showed significant changes over time (p<0.01), with early hyperperfusion and delayed hypoperfusion. ACA resulted in early hyperperfusion in cortex and thalamus (both p<0.05 vs. amygdala/piriform complex). In contrast, VFCA induced early hyperperfusion only in cortex (p<0.05 vs. other regions). Hyperperfusion was prolonged after ACA, peaking at 7min RT (RT7; 199% vs. BL, Baseline, in cortex and 201% in thalamus, p<0.05), then returning close to BL at ∼RT15. In contrast, VFCA model induced mild hyperemia, peaking at RT7 (141% vs. BL in cortex). Both ACA and VFCA showed delayed hypoperfusion (ACA, ∼30% below BL in hippocampus and amygdala/piriform complex, p<0.05; VFCA, 34-41% below BL in hippocampus and amygdala/piriform complex, p<0.05). In conclusion, both ACA and VFCA in adult rats produced significant regional and temporal differences in CBF. In ACA, hyperperfusion was most pronounced in cortex and thalamus. In VFCA, the changes were more modest, with hyperperfusion seen only in cortex. Both insults resulted in delayed hypoperfusion in all regions. Both early hyperperfusion and delayed hypoperfusion may be important therapeutic targets. This study was approved by the University of Pittsburgh IACUC 1008816-1.


Resuscitation | 2000

Effects of increased oxygen breathing in a volume controlled hemorrhagic shock outcome model in rats.

Akira Takasu; Stephan Prueckner; Samuel A. Tisherman; S. William Stezoski; Jason Stezoski; Peter Safar

It is believed that victims of traumatic hemorrhagic shock (HS) benefit from breathing 100% O(2). Supplying bottled O(2) for military and civilian first aid is difficult and expensive. We tested the hypothesis that increased FiO(2) both during severe volume-controlled HS and after resuscitation in rats would: (1) increase blood pressure; (2) mitigate visceral dysoxia and thereby prevent post-shock multiple organ failure; and (3) increase survival time and rate. Thirty rats, under light anesthesia with halothane (0. 5% throughout), with spontaneous breathing of air, underwent blood withdrawal of 3 ml/100 g over 15 min. After HS phase I of 60 min, resuscitation phase II of 180 min with normotensive intravenous fluid resuscitation (shed blood plus lactated Ringers solution), was followed by an observation phase III to 72 h and necropsy. Rats were randomly divided into three groups of ten rats each: group 1 with FiO(2) 0.21 (air) throughout; group 2 with FiO(2) 0.5; and group 3 with FiO(2) 1.0, from HS 15 min to the end of phase II. Visceral dysoxia was monitored during phases I and II in terms of liver and gut surface PCO(2) increase. The main outcome variables were survival time and rate. PaO(2) values at the end of HS averaged 88 mmHg with FiO(2) 0.21; 217 with FiO(2) 0.5; and 348 with FiO(2) 1. 0 (P<0.001). During HS phase I, FiO(2) 0.5 increased mean arterial pressure (MAP) (NS) and kept arterial lactate lower (P<0.05), compared with FiO(2) 0.21 or 1.0. During phase II, FiO(2) 0.5 and 1. 0 increased MAP compared with FiO(2) 0.21 (P<0.01). Heart rate was transiently slower during phases I and II in oxygen groups 2 and 3, compared with air group 1 (P<0.05). During HS, FiO(2) 0.5 and 1.0 mitigated visceral dysoxia (tissue PCO(2) rise) transiently, compared with FiO(2) 0.21 (P<0.05). Survival time (by life table analysis) was longer after FiO(2) 0.5 than after FiO(2) 0.21 (P<0. 05) or 1.0 (NS), without a significant difference between FiO(2) 0. 21 and 1.0. Survival rate to 72 h was achieved by two of ten rats in FiO(2) 0.21 group 1, by four of ten rats in FiO(2) 0.5 group 2 (NS); and by four of ten rats of FiO(2) 1.0 group 3 (NS). In late deaths macroscopic necroses of the small intestine were less frequent in FiO(2) 0.5 group 2. We conclude that in rats, in the absence of hypoxemia, increasing FiO(2) from 0.21 to 0.5 or 1.0 does not increase the chance to achieve long-term survival. Breathing FiO(2) 0.5, however, might increase survival time in untreated HS, as it can mitigate hypotension, lactacidemia and visceral dysoxia.

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Tomas Drabek

University of Pittsburgh

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Peter Safar

University of Pittsburgh

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Xianren Wu

University of Pittsburgh

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Rainer Kentner

University of Pittsburgh

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