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Volumn 101, Issue 1, 2011, Pages 44-54

The effect of FFP:RBC ratio on morbidity and mortality in trauma patients based on transfusion prediction score

Author keywords

Blood component transfusion; Resuscitation; Wounds and injuries

Indexed keywords

FRESH FROZEN PLASMA;

EID: 79958778284     PISSN: 00429007     EISSN: 14230410     Source Type: Journal    
DOI: 10.1111/j.1423-0410.2011.01466.x     Document Type: Article
Times cited : (118)

References (53)
  • 1
    • 0003547899 scopus 로고    scopus 로고
    • Geneva, Department of Injuries and Violence Prevention, Noncommunicable Diseases and Mental Health Cluster, World Health Organization, 9
    • Peden MM, McGee K, Krug E, et al.: Injury: A Leading Cause of the Global Burden of Disease, 2000. Geneva, Department of Injuries and Violence Prevention, Noncommunicable Diseases and Mental Health Cluster, World Health Organization, 2002: 9
    • (2002) Injury: A Leading Cause of the Global Burden of Disease, 2000
    • Peden, M.M.1    McGee, K.2    Krug, E.3
  • 2
    • 0021378321 scopus 로고
    • The causes of death in conventional land warfare: implications for combat casualty care research
    • Bellamy RF: The causes of death in conventional land warfare: implications for combat casualty care research. Mil Med 1984; 149:55-62
    • (1984) Mil Med , vol.149 , pp. 55-62
    • Bellamy, R.F.1
  • 3
    • 33846264571 scopus 로고    scopus 로고
    • Preventable deaths from hemorrhage at a level I Canadian trauma center
    • Tien HC, Spencer F, Tremblay LN, et al.: Preventable deaths from hemorrhage at a level I Canadian trauma center. J Trauma 2007; 62:142-146
    • (2007) J Trauma , vol.62 , pp. 142-146
    • Tien, H.C.1    Spencer, F.2    Tremblay, L.N.3
  • 4
    • 34249339443 scopus 로고    scopus 로고
    • Causes of death in U.S. Special Operations Forces in the global war on terrorism: 2001-2004
    • Holcomb JB, McMullin NR, Pearse L, et al.: Causes of death in U.S. Special Operations Forces in the global war on terrorism: 2001-2004. Ann Surg 2007; 245:986-991
    • (2007) Ann Surg , vol.245 , pp. 986-991
    • Holcomb, J.B.1    McMullin, N.R.2    Pearse, L.3
  • 5
    • 43449134118 scopus 로고    scopus 로고
    • Acute coagulopathy of trauma: hypoperfusion induces systemic anticoagulation and hyperfibrinolysis
    • discussion 1217
    • Brohi K, Cohen MJ, Ganter MT, et al.: Acute coagulopathy of trauma: hypoperfusion induces systemic anticoagulation and hyperfibrinolysis. J Trauma 2008; 64:1211-1217; discussion 1217
    • (2008) J Trauma , vol.64 , pp. 1211-1217
    • Brohi, K.1    Cohen, M.J.2    Ganter, M.T.3
  • 6
    • 0038801373 scopus 로고    scopus 로고
    • Acute traumatic coagulopathy
    • Brohi K, Singh J, Heron M, et al.: Acute traumatic coagulopathy. J Trauma 2003; 54:1127-1130
    • (2003) J Trauma , vol.54 , pp. 1127-1130
    • Brohi, K.1    Singh, J.2    Heron, M.3
  • 7
    • 67650645257 scopus 로고    scopus 로고
    • The coagulopathy of trauma: a review of mechanisms
    • Hess JR, Brohi K, Dutton RP, et al.: The coagulopathy of trauma: a review of mechanisms. J Trauma 2008; 65:748-754
    • (2008) J Trauma , vol.65 , pp. 748-754
    • Hess, J.R.1    Brohi, K.2    Dutton, R.P.3
  • 9
    • 33646255205 scopus 로고    scopus 로고
    • Damage control resuscitation: the need for specific blood products to treat the coagulopathy of trauma
    • Hess JR, Holcomb JB, Hoyt DB: Damage control resuscitation: the need for specific blood products to treat the coagulopathy of trauma. Transfusion 2006; 46:685-686
    • (2006) Transfusion , vol.46 , pp. 685-686
    • Hess, J.R.1    Holcomb, J.B.2    Hoyt, D.B.3
  • 10
    • 33846989776 scopus 로고    scopus 로고
    • Damage control resuscitation: directly addressing the early coagulopathy of trauma
    • Holcomb JB, Jenkins D, Rhee P, et al.: Damage control resuscitation: directly addressing the early coagulopathy of trauma. J Trauma 2007; 62:307-310
    • (2007) J Trauma , vol.62 , pp. 307-310
    • Holcomb, J.B.1    Jenkins, D.2    Rhee, P.3
  • 11
    • 37349082458 scopus 로고    scopus 로고
    • The ratio of blood products transfused affects mortality in patients receiving massive transfusions at a combat support hospital
    • Borgman MA, Spinella PC, Perkins JG, et al.: The ratio of blood products transfused affects mortality in patients receiving massive transfusions at a combat support hospital. J Trauma 2007; 63:805-813
    • (2007) J Trauma , vol.63 , pp. 805-813
    • Borgman, M.A.1    Spinella, P.C.2    Perkins, J.G.3
  • 12
    • 1042299129 scopus 로고    scopus 로고
    • Trauma fatalities: time and location of hospital deaths
    • Demetriades D, Murray J, Charalambides K, et al.: Trauma fatalities: time and location of hospital deaths. J Am Coll Surg 2004; 198:20-26
    • (2004) J Am Coll Surg , vol.198 , pp. 20-26
    • Demetriades, D.1    Murray, J.2    Charalambides, K.3
  • 13
    • 0029986567 scopus 로고    scopus 로고
    • Postinjury multiple organ failure: a bimodal phenomenon
    • discussion 510-512
    • Moore FA, Sauaia A, Moore EE, et al.: Postinjury multiple organ failure: a bimodal phenomenon. J Trauma 1996; 40:501-510; discussion 510-512
    • (1996) J Trauma , vol.40 , pp. 501-510
    • Moore, F.A.1    Sauaia, A.2    Moore, E.E.3
  • 14
    • 0037243724 scopus 로고    scopus 로고
    • Seven hundred fifty-three consecutive deaths in a level I trauma center: the argument for injury prevention
    • discussion 70-71
    • Stewart RM, Myers JG, Dent DL, et al.: Seven hundred fifty-three consecutive deaths in a level I trauma center: the argument for injury prevention. J Trauma 2003; 54:66-70; discussion 70-71
    • (2003) J Trauma , vol.54 , pp. 66-70
    • Stewart, R.M.1    Myers, J.G.2    Dent, D.L.3
  • 15
    • 33646345601 scopus 로고    scopus 로고
    • Fresh frozen plasma and platelet transfusion for nonbleeding patients in the intensive care unit: benefit or harm?
    • Gajic O, Dzik WH, Toy P: Fresh frozen plasma and platelet transfusion for nonbleeding patients in the intensive care unit: benefit or harm? Crit Care Med 2006; 34:S170-S173
    • (2006) Crit Care Med , vol.34
    • Gajic, O.1    Dzik, W.H.2    Toy, P.3
  • 16
    • 33745174161 scopus 로고    scopus 로고
    • Risks of fresh frozen plasma and platelets
    • MacLennan S, Williamson LM: Risks of fresh frozen plasma and platelets. J Trauma 2006; 60:S46-S50
    • (2006) J Trauma , vol.60
    • MacLennan, S.1    Williamson, L.M.2
  • 17
    • 15244343326 scopus 로고    scopus 로고
    • Transfusion-related acute lung injury
    • Silliman CC, Ambruso DR, Boshkov LK: Transfusion-related acute lung injury. Blood 2005; 105:2266-2273
    • (2005) Blood , vol.105 , pp. 2266-2273
    • Silliman, C.C.1    Ambruso, D.R.2    Boshkov, L.K.3
  • 18
    • 27944452226 scopus 로고    scopus 로고
    • Fresh frozen plasma: friend or faux pas in critical illness?
    • Stanworth SJ, Walsh TS: Fresh frozen plasma: friend or faux pas in critical illness? Crit Care Med 2005; 33:2714-2716
    • (2005) Crit Care Med , vol.33 , pp. 2714-2716
    • Stanworth, S.J.1    Walsh, T.S.2
  • 19
    • 33745261832 scopus 로고    scopus 로고
    • Trauma Associated Severe Hemorrhage (TASH)-Score: probability of mass transfusion as surrogate for life threatening hemorrhage after multiple trauma
    • discussion 1236-1237
    • Yucel N, Lefering R, Maegele M, et al.: Trauma Associated Severe Hemorrhage (TASH)-Score: probability of mass transfusion as surrogate for life threatening hemorrhage after multiple trauma. J Trauma 2006; 60:1228-1236; discussion 1236-1237
    • (2006) J Trauma , vol.60 , pp. 1228-1236
    • Yucel, N.1    Lefering, R.2    Maegele, M.3
  • 20
    • 34548851445 scopus 로고    scopus 로고
    • Early predictors of massive transfusion in combat casualties
    • Schreiber MA, Perkins J, Kiraly L, et al.: Early predictors of massive transfusion in combat casualties. J Am Coll Surg 2007; 205:541-545
    • (2007) J Am Coll Surg , vol.205 , pp. 541-545
    • Schreiber, M.A.1    Perkins, J.2    Kiraly, L.3
  • 21
    • 43349087466 scopus 로고    scopus 로고
    • A predictive model for massive transfusion in combat casualty patients
    • discussion S63
    • McLaughlin DF, Niles SE, Salinas J, et al.: A predictive model for massive transfusion in combat casualty patients. J Trauma 2008; 64:S57-S63; discussion S63
    • (2008) J Trauma , vol.64
    • McLaughlin, D.F.1    Niles, S.E.2    Salinas, J.3
  • 22
    • 42049116521 scopus 로고    scopus 로고
    • Massive transfusion in trauma patients: tissue hemoglobin oxygen saturation predicts poor outcome
    • Moore FA, Nelson T, McKinley BA, et al.: Massive transfusion in trauma patients: tissue hemoglobin oxygen saturation predicts poor outcome. J Trauma 2008; 64:1010-1023
    • (2008) J Trauma , vol.64 , pp. 1010-1023
    • Moore, F.A.1    Nelson, T.2    McKinley, B.A.3
  • 23
    • 67651176081 scopus 로고    scopus 로고
    • Early prediction of massive transfusion in trauma: simple as ABC (assessment of blood consumption)?
    • Nunez TC, Voskresensky IV, Dossett LA, et al.: Early prediction of massive transfusion in trauma: simple as ABC (assessment of blood consumption)? J Trauma 2009; 66:346-352
    • (2009) J Trauma , vol.66 , pp. 346-352
    • Nunez, T.C.1    Voskresensky, I.V.2    Dossett, L.A.3
  • 24
    • 0028351980 scopus 로고
    • [Trauma register of the German Society of Trauma Surgery. "Scoring" study committee of the German Society of Trauma Surgery]
    • [Trauma register of the German Society of Trauma Surgery. "Scoring" study committee of the German Society of Trauma Surgery]. Unfallchirurg 1994; 97:230-237
    • (1994) Unfallchirurg , vol.97 , pp. 230-237
  • 25
    • 64949147862 scopus 로고    scopus 로고
    • Effect of whole-body CT during trauma resuscitation on survival: a retrospective, multicentre study
    • Huber-Wagner S, Lefering R, Qvick LM, et al.: Effect of whole-body CT during trauma resuscitation on survival: a retrospective, multicentre study. Lancet 2009; 373:1455-1461
    • (2009) Lancet , vol.373 , pp. 1455-1461
    • Huber-Wagner, S.1    Lefering, R.2    Qvick, L.M.3
  • 26
    • 41949128064 scopus 로고    scopus 로고
    • Rückgang der Traumaletalität [Reduction in mortality of severely injured patients in Germany]
    • Ruchholtz S, Lefering R, Paffrath T, et al.: Rückgang der Traumaletalität [Reduction in mortality of severely injured patients in Germany]. Dt Ärzteblatt 2008; 13:225-231
    • (2008) Dt Ärzteblatt , vol.13 , pp. 225-231
    • Ruchholtz, S.1    Lefering, R.2    Paffrath, T.3
  • 27
    • 67349148531 scopus 로고    scopus 로고
    • Association of preexisting medical conditions with in-hospital mortality in multiple-trauma patients
    • Wutzler S, Maegele M, Marzi I, et al.: Association of preexisting medical conditions with in-hospital mortality in multiple-trauma patients. J Am Coll Surg 2009; 209:75-81
    • (2009) J Am Coll Surg , vol.209 , pp. 75-81
    • Wutzler, S.1    Maegele, M.2    Marzi, I.3
  • 28
    • 64749102829 scopus 로고    scopus 로고
    • A high ratio of plasma and platelets to packed red blood cells in the first 6hours of massive transfusion improves outcomes in a large multicenter study
    • discussion 570
    • Zink KA, Sambasivan CN, Holcomb JB, et al.: A high ratio of plasma and platelets to packed red blood cells in the first 6hours of massive transfusion improves outcomes in a large multicenter study. Am J Surg 2009; 197:565-570; discussion 570
    • (2009) Am J Surg , vol.197 , pp. 565-570
    • Zink, K.A.1    Sambasivan, C.N.2    Holcomb, J.B.3
  • 29
    • 67649208039 scopus 로고    scopus 로고
    • Review of current blood transfusions strategies in a mature level I trauma center: were we wrong for the last 60years?
    • discussion 276-278
    • Duchesne JC, Hunt JP, Wahl G, et al.: Review of current blood transfusions strategies in a mature level I trauma center: were we wrong for the last 60years? J Trauma 2008; 65:272-276; discussion 276-278
    • (2008) J Trauma , vol.65 , pp. 272-276
    • Duchesne, J.C.1    Hunt, J.P.2    Wahl, G.3
  • 30
    • 67650289567 scopus 로고    scopus 로고
    • Optimizing outcomes in damage control resuscitation: identifying blood product ratios associated with improved survival
    • Gunter OL Jr, Au BK, Isbell JM, et al.: Optimizing outcomes in damage control resuscitation: identifying blood product ratios associated with improved survival. J Trauma 2008; 65:527-534
    • (2008) J Trauma , vol.65 , pp. 527-534
    • Gunter Jr, O.L.1    Au, B.K.2    Isbell, J.M.3
  • 31
    • 52449086212 scopus 로고    scopus 로고
    • Increased plasma and platelet to RBC ratios improves outcome in 466 massively transfused civilian trauma patients
    • Holcomb JB, Wade CE, Michalek JE: Increased plasma and platelet to RBC ratios improves outcome in 466 massively transfused civilian trauma patients. Ann Surg 2008; 248(3):447-458
    • (2008) Ann Surg , vol.248 , Issue.3 , pp. 447-458
    • Holcomb, J.B.1    Wade, C.E.2    Michalek, J.E.3
  • 32
    • 67649233456 scopus 로고    scopus 로고
    • Postinjury life threatening coagulopathy: is 1:1 fresh frozen plasma:packed red blood cells the answer?
    • discussion 270-271
    • Kashuk JL, Moore EE, Johnson JL, et al.: Postinjury life threatening coagulopathy: is 1:1 fresh frozen plasma:packed red blood cells the answer? J Trauma 2008; 65:261-270; discussion 270-271
    • (2008) J Trauma , vol.65 , pp. 261-270
    • Kashuk, J.L.1    Moore, E.E.2    Johnson, J.L.3
  • 33
    • 46749111502 scopus 로고    scopus 로고
    • Red blood cell to plasma ratios transfused during massive transfusion are associated with mortality in severe multiply injury: a retrospective analysis from the Trauma Registry of the Deutsche Gesellschaft fur Unfallchirurgie
    • Maegele M, Lefering R, Paffrath T, et al.: Red blood cell to plasma ratios transfused during massive transfusion are associated with mortality in severe multiply injury: a retrospective analysis from the Trauma Registry of the Deutsche Gesellschaft fur Unfallchirurgie. Vox Sang 2008; 95:112-119
    • (2008) Vox Sang , vol.95 , pp. 112-119
    • Maegele, M.1    Lefering, R.2    Paffrath, T.3
  • 34
    • 67651146608 scopus 로고    scopus 로고
    • The relationship of blood product ratio to mortality: survival benefit or survival bias?
    • discussion 362-364
    • Snyder CW, Weinberg JA, McGwin G Jr, et al.: The relationship of blood product ratio to mortality: survival benefit or survival bias? J Trauma 2009; 66:358-362; discussion 362-364
    • (2009) J Trauma , vol.66 , pp. 358-362
    • Snyder, C.W.1    Weinberg, J.A.2    McGwin Jr, G.3
  • 35
    • 68149123918 scopus 로고    scopus 로고
    • Impact of plasma transfusion in massively transfused trauma patients
    • Teixeira PG, Inaba K, Shulman I, et al.: Impact of plasma transfusion in massively transfused trauma patients. J Trauma 2009; 66:693-697
    • (2009) J Trauma , vol.66 , pp. 693-697
    • Teixeira, P.G.1    Inaba, K.2    Shulman, I.3
  • 36
    • 79958816711 scopus 로고    scopus 로고
    • Combining a predictive model for massive transfusion and increased Plasma:RBC ratios 2008. Available at: Accessed 3 May 2009
    • Holcomb JB: Combining a predictive model for massive transfusion and increased Plasma:RBC ratios 2008. Available at: Accessed 3 May 2009
    • Holcomb, J.B.1
  • 37
    • 33745157157 scopus 로고    scopus 로고
    • The use of fresh whole blood in massive transfusion
    • Repine TB, Perkins JG, Kauvar DS, et al.: The use of fresh whole blood in massive transfusion. J Trauma 2006; 60:S59-S69
    • (2006) J Trauma , vol.60
    • Repine, T.B.1    Perkins, J.G.2    Kauvar, D.S.3
  • 38
    • 23744504576 scopus 로고    scopus 로고
    • Complications of massive transfusion
    • in Atlee JL, ed.): Philadelphia, Elsevier/Saunders
    • Montenegro L, Jobes D: Complications of massive transfusion; in Atlee JL, (ed.): Complications in Anesthesia. Philadelphia, Elsevier/Saunders, 1999:668-673
    • (1999) Complications in Anesthesia , pp. 668-673
    • Montenegro, L.1    Jobes, D.2
  • 39
    • 0033073089 scopus 로고    scopus 로고
    • Massive transfusion in trauma
    • quiz 138-140
    • Robb WJ: Massive transfusion in trauma. AACN Clin Issues 1999; 10:69-84; quiz 138-140
    • (1999) AACN Clin Issues , vol.10 , pp. 69-84
    • Robb, W.J.1
  • 40
    • 0022337745 scopus 로고
    • Serial changes in primary hemostasis after massive transfusion
    • Harrigan C, Lucas CE, Ledgerwood AM, et al.: Serial changes in primary hemostasis after massive transfusion. Surgery 1985; 98:836-844
    • (1985) Surgery , vol.98 , pp. 836-844
    • Harrigan, C.1    Lucas, C.E.2    Ledgerwood, A.M.3
  • 41
    • 33846248384 scopus 로고    scopus 로고
    • Fresh frozen plasma should be given earlier to patients requiring massive transfusion
    • Gonzalez EA, Moore FA, Holcomb JB, et al.: Fresh frozen plasma should be given earlier to patients requiring massive transfusion. J Trauma 2007; 62:112-119
    • (2007) J Trauma , vol.62 , pp. 112-119
    • Gonzalez, E.A.1    Moore, F.A.2    Holcomb, J.B.3
  • 42
    • 79958793268 scopus 로고    scopus 로고
    • Fresh frozen plasma activates kinase pathways in endothelial cells
    • Deng X, Cao Y, Pati S, et al.: Fresh frozen plasma activates kinase pathways in endothelial cells. Shock 2009; 31:45
    • (2009) Shock , vol.31 , pp. 45
    • Deng, X.1    Cao, Y.2    Pati, S.3
  • 43
    • 0019542571 scopus 로고
    • Clinical significance of altered coagulation tests after massive transfusion for trauma
    • Lucas CE, Ledgerwood AM: Clinical significance of altered coagulation tests after massive transfusion for trauma. Am Surg 1981; 47:125-130
    • (1981) Am Surg , vol.47 , pp. 125-130
    • Lucas, C.E.1    Ledgerwood, A.M.2
  • 44
    • 0032869718 scopus 로고    scopus 로고
    • Improved survival following massive transfusion in patients who have undergone trauma
    • discussion 968-970
    • Cinat ME, Wallace WC, Nastanski F, et al.: Improved survival following massive transfusion in patients who have undergone trauma. Arch Surg 1999; 134:964-968; discussion 968-970
    • (1999) Arch Surg , vol.134 , pp. 964-968
    • Cinat, M.E.1    Wallace, W.C.2    Nastanski, F.3
  • 45
    • 0030908865 scopus 로고    scopus 로고
    • Predicting life-threatening coagulopathy in the massively transfused trauma patient: hypothermia and acidoses revisited
    • discussion 861-862
    • Cosgriff N, Moore EE, Sauaia A, et al.: Predicting life-threatening coagulopathy in the massively transfused trauma patient: hypothermia and acidoses revisited. J Trauma 1997; 42:857-861; discussion 861-862
    • (1997) J Trauma , vol.42 , pp. 857-861
    • Cosgriff, N.1    Moore, E.E.2    Sauaia, A.3
  • 46
    • 0028725561 scopus 로고
    • Evaluation of massive volume replacement in the penetrating trauma patient
    • Mitchell KJ, Moncure KE, Onyeije C, et al.: Evaluation of massive volume replacement in the penetrating trauma patient. J Natl Med Assoc 1994; 86:926-929
    • (1994) J Natl Med Assoc , vol.86 , pp. 926-929
    • Mitchell, K.J.1    Moncure, K.E.2    Onyeije, C.3
  • 47
    • 0037348908 scopus 로고    scopus 로고
    • Minimizing dilutional coagulopathy in exsanguinating hemorrhage: a computer simulation
    • Hirshberg A, Dugas M, Banez EI, et al.: Minimizing dilutional coagulopathy in exsanguinating hemorrhage: a computer simulation. J Trauma 2003; 54:454-463
    • (2003) J Trauma , vol.54 , pp. 454-463
    • Hirshberg, A.1    Dugas, M.2    Banez, E.I.3
  • 48
    • 67650631680 scopus 로고    scopus 로고
    • An FFP:PRBC transfusion ratio >/=1:1.5 is associated with a lower risk of mortality after massive transfusion
    • Sperry JL, Ochoa JB, Gunn SR, et al.: An FFP:PRBC transfusion ratio >/=1:1.5 is associated with a lower risk of mortality after massive transfusion. J Trauma 2008; 65:986-993
    • (2008) J Trauma , vol.65 , pp. 986-993
    • Sperry, J.L.1    Ochoa, J.B.2    Gunn, S.R.3
  • 50
    • 56049086862 scopus 로고    scopus 로고
    • Acute lung injury following blood transfusion: expanding the definition
    • Marik PE, Corwin HL: Acute lung injury following blood transfusion: expanding the definition. Crit Care Med 2008; 36:3080-3084
    • (2008) Crit Care Med , vol.36 , pp. 3080-3084
    • Marik, P.E.1    Corwin, H.L.2
  • 51
    • 0020597850 scopus 로고
    • Transfusion-related acute lung injury associated with passive transfer of antileukocyte antibodies
    • Popovsky MA, Abel MD, Moore SB: Transfusion-related acute lung injury associated with passive transfer of antileukocyte antibodies. Am Rev Respir Dis 1983; 128:185-189
    • (1983) Am Rev Respir Dis , vol.128 , pp. 185-189
    • Popovsky, M.A.1    Abel, M.D.2    Moore, S.B.3
  • 52
    • 43449109507 scopus 로고    scopus 로고
    • Damage control hematology: the impact of a trauma exsanguination protocol on survival and blood product utilization
    • discussion 1182-1183
    • Cotton BA, Gunter OL, Isbell J, et al.: Damage control hematology: the impact of a trauma exsanguination protocol on survival and blood product utilization. J Trauma 2008; 64:1177-1182; discussion 1182-1183
    • (2008) J Trauma , vol.64 , pp. 1177-1182
    • Cotton, B.A.1    Gunter, O.L.2    Isbell, J.3
  • 53
    • 67749111566 scopus 로고    scopus 로고
    • Improvements in early mortality and coagulopathy are sustained better in patients with blunt trauma after institution of a massive transfusion protocol in a civilian level I trauma center
    • Dente CJ, Shaz BH, Nicholas JM, et al.: Improvements in early mortality and coagulopathy are sustained better in patients with blunt trauma after institution of a massive transfusion protocol in a civilian level I trauma center. J Trauma 2009; 66:1616-1624
    • (2009) J Trauma , vol.66 , pp. 1616-1624
    • Dente, C.J.1    Shaz, B.H.2    Nicholas, J.M.3


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