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Volumn 83, Issue 1, 2017, Pages S83-S91

Multicenter observational prehospital resuscitation on helicopter study

(54)  Holcomb, John B a,j   Swartz, Michael D a,b,k   DeSantis, Stacia M b,k   Greene, Thomas J b,k   Fox, Erin E a,j   Stein, Deborah M a,n   Bulger, Eileen M c,l   Kerby, Jeffrey D d,o   Goodman, Michael e,p   Schreiber, Martin A f,q   Zielinski, Martin D g   O'Keeffe, Terence h,r   Inaba, Kenji i   Tomasek, Jeffrey S a,j   Podbielski, Jeanette M a,j   Appana, Savitri N b,k   Yi, Misung b,k   Wade, Charles E a,j   Del Junco, Deborah J j   Gonzalez, Michael O k   more..


Author keywords

Damage control resuscitation; Plasma; Prehospital; Resuscitation; Transfusion; Trauma

Indexed keywords

ADULT; AIR MEDICAL TRANSPORT; BLOOD TRANSFUSION; CLINICAL TRIAL; EMERGENCY HEALTH SERVICE; FEMALE; HEMORRHAGE; HUMAN; INJURY SCALE; MALE; MIDDLE AGED; MILITARY MEDICINE; MORTALITY; MULTICENTER STUDY; PROCEDURES; PROPENSITY SCORE; PROSPECTIVE STUDY; RESUSCITATION; SURVIVAL RATE; TREATMENT OUTCOME;

EID: 85017122794     PISSN: 21630755     EISSN: 21630763     Source Type: Journal    
DOI: 10.1097/TA.0000000000001484     Document Type: Article
Times cited : (48)

References (60)
  • 2
    • 84982121167 scopus 로고    scopus 로고
    • Committee on Military Trauma Care's Learning Health System and Its Translation to the Civilian Sector; Board on Health Sciences Policy; Board on the Health of Select Populations; Health and Medicine Division; National Academies of Sciences, Engineering, and Medicine. Washington (DC): National Academies Press (US); Sep 12
    • Committee on Military Trauma Care's Learning Health System and Its Translation to the Civilian Sector; Board on Health Sciences Policy; Board on the Health of Select Populations; Health and Medicine Division; National Academies of Sciences, Engineering, and Medicine. A National Trauma Care System: Integrating Military and Civilian Trauma Systems to Achieve Zero Preventable Deaths After Injury. Washington (DC): National Academies Press (US); 2016 Sep 12.
    • (2016) A National Trauma Care System: Integrating Military and Civilian Trauma Systems to Achieve Zero Preventable Deaths After Injury
  • 3
    • 85006409386 scopus 로고    scopus 로고
    • Trends in 1029 trauma deaths at a level 1 trauma center: impact of a bleeding control bundle of care
    • Oyeniyi BT, Fox EE, Scerbo M, Tomasek JS, Wade CE, Holcomb JB. Trends in 1029 trauma deaths at a level 1 trauma center: impact of a bleeding control bundle of care. Injury. 2017;48(1):5-12.
    • (2017) Injury , vol.48 , Issue.1 , pp. 5-12
    • Oyeniyi, BT1    Fox, EE2    Scerbo, M3    Tomasek, JS4    Wade, CE5    Holcomb, JB.6
  • 4
    • 84926999068 scopus 로고    scopus 로고
    • Detailed description of all deaths in both the shock and traumatic brain injury hypertonic saline trials of the Resuscitation Outcomes Consortium
    • Tisherman SA, Schmicker RH, Brasel KJ, Bulger EM, Kerby JD, Minei JP, Powell JL, Reiff DA, Rizoli SB, Schreiber MA. Detailed description of all deaths in both the shock and traumatic brain injury hypertonic saline trials of the Resuscitation Outcomes Consortium. Ann Surg. 2015;261(3):586-590.
    • (2015) Ann Surg , vol.261 , Issue.3 , pp. 586-590
    • Tisherman, SA1    Schmicker, RH2    Brasel, KJ3    Bulger, EM4    Kerby, JD5    Minei, JP6    Powell, JL7    Reiff, DA8    Rizoli, SB9    Schreiber, MA.10
  • 8
    • 33845681164 scopus 로고    scopus 로고
    • Massive blood transfusion and outcome in 1062 polytrauma patients: a prospective study based on the Trauma Registry of the German Trauma Society
    • Working Group on Polytrauma of German Trauma Society (DGU)
    • Huber-Wagner S, Qvick M, Mussack T, Euler E, Kay MV, Mutschler W, Kanz KG, Working Group on Polytrauma of German Trauma Society (DGU). Massive blood transfusion and outcome in 1062 polytrauma patients: a prospective study based on the Trauma Registry of the German Trauma Society. Vox Sang. 2007;92(1):69-78.
    • (2007) Vox Sang , vol.92 , Issue.1 , pp. 69-78
    • Huber-Wagner, S1    Qvick, M2    Mussack, T3    Euler, E4    Kay, MV5    Mutschler, W6    Kanz, KG7
  • 10
    • 67649208039 scopus 로고    scopus 로고
    • Reviewof current blood transfusions strategies in amature level I trauma center: were we wrong for the last 60 years?
    • discussion 276-278
    • Duchesne JC, Hunt JP, Wahl G, Marr AB, Wang YZ, Weintraub SE, Wright MJ, McSwain NE Jr. Reviewof current blood transfusions strategies in amature level I trauma center: were we wrong for the last 60 years? J Trauma Aug. 2008;65(2):272-276; discussion 276-278.
    • (2008) J Trauma Aug , vol.65 , Issue.2 , pp. 272-276
    • Duchesne, JC1    Hunt, JP2    Wahl, G3    Marr, AB4    Wang, YZ5    Weintraub, SE6    Wright, MJ7    McSwain, NE8
  • 11
    • 68049114667 scopus 로고    scopus 로고
    • An evaluation of the impact of apheresis platelets used in the setting of massively transfused trauma patients
    • (Suppl 4):-; discussion S84-5
    • Perkins JG, Cap AP, Spinella PC, Blackbourne LH, Grathwohl KW, Repine TB, Ketchum L, Waterman P, Lee RE, Beekley AC, et al. An evaluation of the impact of apheresis platelets used in the setting of massively transfused trauma patients. J Trauma. 2009;66(Suppl 4):S77-S84; discussion S84-5.
    • (2009) J Trauma , vol.66 , pp. S77-S84
    • Perkins, JG1    Cap, AP2    Spinella, PC3    Blackbourne, LH4    Grathwohl, KW5    Repine, TB6    Ketchum, L7    Waterman, P8    Lee, RE9    Beekley, AC10
  • 12
    • 67650508823 scopus 로고    scopus 로고
    • Frequency, risk stratification and therapeutic management of acute post-traumatic coagulopathy
    • Maegele M. Frequency, risk stratification and therapeutic management of acute post-traumatic coagulopathy. Vox Sang. 2009;97(1):39-49.
    • (2009) Vox Sang , vol.97 , Issue.1 , pp. 39-49
    • Maegele, M.1
  • 13
    • 75749084434 scopus 로고    scopus 로고
    • Increased number of coagulation products in relationship to red blood cell products transfused improves mortality in trauma patients
    • Shaz BH, Dente CJ, Nicholas J, MacLeod JB, Young AN, Easley K, Ling Q, Harris RS, Hillyer CD. Increased number of coagulation products in relationship to red blood cell products transfused improves mortality in trauma patients. Transfusion. 2010;50(2):493-500.
    • (2010) Transfusion , vol.50 , Issue.2 , pp. 493-500
    • Shaz, BH1    Dente, CJ2    Nicholas, J3    MacLeod, JB4    Young, AN5    Easley, K6    Ling, Q7    Harris, RS8    Hillyer, CD.9
  • 14
    • 80053264016 scopus 로고    scopus 로고
    • Damage control resuscitation is associated with a reduction in resuscitation volumes and improvement in survival in 390 damage control laparotomy patients
    • Cotton BA, Reddy N, Hatch QM, LeFebvre E, Wade CE, Kozar RA, Gill BS, Albarado R, McNutt MK, Holcomb JB. Damage control resuscitation is associated with a reduction in resuscitation volumes and improvement in survival in 390 damage control laparotomy patients. Ann Surg. 2011; 254:598-605.
    • (2011) Ann Surg , vol.254 , pp. 598-605
    • Cotton, BA1    Reddy, N2    Hatch, QM3    LeFebvre, E4    Wade, CE5    Kozar, RA6    Gill, BS7    Albarado, R8    McNutt, MK9    Holcomb, JB.10
  • 15
    • 84871180131 scopus 로고    scopus 로고
    • Ten-year analysis of transfusion in Operation Iraqi Freedom and Operation Enduring Freedom: increased plasma and platelet use correlates with improved survival
    • Pidcoke HF, Aden JK, Mora AG, Borgman MA, Spinella PC, Dubick MA, Blackbourne LH, Cap AP. Ten-year analysis of transfusion in Operation Iraqi Freedom and Operation Enduring Freedom: increased plasma and platelet use correlates with improved survival. J Trauma Acute Care Surg. 2012; 73:S445-S452.
    • (2012) J Trauma Acute Care Surg , vol.73 , pp. S445-S452
    • Pidcoke, HF1    Aden, JK2    Mora, AG3    Borgman, MA4    Spinella, PC5    Dubick, MA6    Blackbourne, LH7    Cap, AP.8
  • 16
    • 84864592925 scopus 로고    scopus 로고
    • Timing and location of blood product transfusion and outcomes in massively transfused combat casualties
    • Cap AP, Spinella PC, Borgman MA, Blackbourne LH, Perkins JG. Timing and location of blood product transfusion and outcomes in massively transfused combat casualties. J Trauma Acute Care Surg. 2012;73:S89.
    • (2012) J Trauma Acute Care Surg , vol.73 , pp. S89
    • Cap, AP1    Spinella, PC2    Borgman, MA3    Blackbourne, LH4    Perkins, JG.5
  • 18
    • 84874254007 scopus 로고    scopus 로고
    • The prospective, observational, multicenter, major trauma transfusion (PROMMTT) study: comparative effectiveness of a time-varying treatment with competing risks
    • Holcomb JB, del Junco DJ, Fox EE, Wade CE, Cohen MJ, Schreiber MA, Alarcon LH, Bai Y, Brasel KJ, Bulger EM, et al. The prospective, observational, multicenter, major trauma transfusion (PROMMTT) study: comparative effectiveness of a time-varying treatment with competing risks. JAMA Surg. 2013;148:127-136.
    • (2013) JAMA Surg , vol.148 , pp. 127-136
    • Holcomb, JB1    del Junco, DJ2    Fox, EE3    Wade, CE4    Cohen, MJ5    Schreiber, MA6    Alarcon, LH7    Bai, Y8    Brasel, KJ9    Bulger, EM10
  • 19
    • 84922431269 scopus 로고    scopus 로고
    • Transfusion of plasma, platelets, and red blood cells in a 1:1:1 vs a 1:1:2 ratio and mortality in patients with severe trauma: the PROPPR randomized clinical trial
    • PROPPR Study Group
    • Holcomb JB, Tilley BC, Baraniuk S, Fox EE, Wade CE, Podbielski JM, del Junco DJ, Brasel KJ, Bulger EM, Callcut RA, et al., PROPPR Study Group. Transfusion of plasma, platelets, and red blood cells in a 1:1:1 vs a 1:1:2 ratio and mortality in patients with severe trauma: the PROPPR randomized clinical trial. JAMA. 2015;313(5):471-482.
    • (2015) JAMA , vol.313 , Issue.5 , pp. 471-482
    • Holcomb, JB1    Tilley, BC2    Baraniuk, S3    Fox, EE4    Wade, CE5    Podbielski, JM6    del Junco, DJ7    Brasel, KJ8    Bulger, EM9    Callcut, RA10
  • 20
    • 84890432266 scopus 로고    scopus 로고
    • Low hemorrhage-related mortality in trauma patients in a Level I trauma center employing transfusion packages and early thromboelastography-directed hemostatic resuscitation with plasma and platelets
    • Johansson PI, Sørensen AM, Larsen CF, Windeløv NA, Stensballe J, Perner A, Rasmussen LS, Ostrowski SR. Low hemorrhage-related mortality in trauma patients in a Level I trauma center employing transfusion packages and early thromboelastography-directed hemostatic resuscitation with plasma and platelets. Transfusion. 2013;53(12):3088-3099.
    • (2013) Transfusion , vol.53 , Issue.12 , pp. 3088-3099
    • Johansson, PI1    Sørensen, AM2    Larsen, CF3    Windeløv, NA4    Stensballe, J5    Perner, A6    Rasmussen, LS7    Ostrowski, SR.8
  • 22
    • 71849085796 scopus 로고    scopus 로고
    • Instituting a thawed plasma procedure: it just makes sense and saves cents
    • Wehrli G, Taylor NE, Haines AL, Brady TW, Mintz PD. Instituting a thawed plasma procedure: it just makes sense and saves cents. Transfusion. 2009;49: 2625-2630.
    • (2009) Transfusion , vol.49 , pp. 2625-2630
    • Wehrli, G1    Taylor, NE2    Haines, AL3    Brady, TW4    Mintz, PD.5
  • 23
    • 84880095144 scopus 로고    scopus 로고
    • Balancing risk and benefit: maintenance of a thawed Group A plasma inventory for trauma patients requiring massive transfusion
    • Mehr CR, Gupta R, von Recklinghausen FM, Szczepiorkowski ZM, Dunbar NM. Balancing risk and benefit: maintenance of a thawed Group A plasma inventory for trauma patients requiring massive transfusion. J Trauma Acute Care Surg. 2013;74:1425-1431.
    • (2013) J Trauma Acute Care Surg , vol.74 , pp. 1425-1431
    • Mehr, CR1    Gupta, R2    von Recklinghausen, FM3    Szczepiorkowski, ZM4    Dunbar, NM.5
  • 27
    • 84874800204 scopus 로고    scopus 로고
    • The development and feasibility of a remote damage control resuscitation prehospital plasma transfusion protocol for warfarin reversal for patients with traumatic brain injury
    • (Suppl 1)
    • Zielinski MD, Smoot DL, Stubbs JR, Jenkins DH, Park MS, Zietlow SP. The development and feasibility of a remote damage control resuscitation prehospital plasma transfusion protocol for warfarin reversal for patients with traumatic brain injury. Transfusion. 2013;53(Suppl 1):59S-64S.
    • (2013) Transfusion , vol.53 , pp. 59S-64S
    • Zielinski, MD1    Smoot, DL2    Stubbs, JR3    Jenkins, DH4    Park, MS5    Zietlow, SP.6
  • 28
    • 84944094998 scopus 로고    scopus 로고
    • Inflammation and the Host Response to Injury Investigators. Pretrauma center red blood cell transfusion is associated with reduced mortality and coagulopathy in severely injured patients with blunt trauma
    • Brown JB, Cohen MJ, Minei JP, Maier RV, West MA, Billiar TR, Peitzman AB, Moore EE, Cuschieri J, Sperry JL. Inflammation and the Host Response to Injury Investigators. Pretrauma center red blood cell transfusion is associated with reduced mortality and coagulopathy in severely injured patients with blunt trauma. Ann Surg. 2015;261(5):997-1005.
    • (2015) Ann Surg , vol.261 , Issue.5 , pp. 997-1005
    • Brown, JB1    Cohen, MJ2    Minei, JP3    Maier, RV4    West, MA5    Billiar, TR6    Peitzman, AB7    Moore, EE8    Cuschieri, J9    Sperry, JL.10
  • 29
    • 84928423759 scopus 로고    scopus 로고
    • Pre-trauma center red blood cell transfusion is associated with improved early outcomes in air medical trauma patients
    • Brown JB, Sperry JL, Fombona A, Billiar TR, Peitzman AB, Guyette FX. Pre-trauma center red blood cell transfusion is associated with improved early outcomes in air medical trauma patients. J Am Coll Surg. 2015; 220(5):797-808.
    • (2015) J Am Coll Surg , vol.220 , Issue.5 , pp. 797-808
    • Brown, JB1    Sperry, JL2    Fombona, A3    Billiar, TR4    Peitzman, AB5    Guyette, FX.6
  • 31
    • 10844272276 scopus 로고    scopus 로고
    • Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies
    • McCaffery DF, Ridgeway G, Morral AR. Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies. Psychol Methods. 2004;9(4):403-425.
    • (2004) Psychol Methods , vol.9 , Issue.4 , pp. 403-425
    • McCaffery, DF1    Ridgeway, G2    Morral, AR.3
  • 33
  • 35
    • 84862687892 scopus 로고    scopus 로고
    • Impact of prehospital mode of transport after severe injury: a multicenter evaluation from the Resuscitation Outcomes Consortium
    • Resuscitation Outcomes Consortium Investigators. -; discussion 573-5
    • Bulger EM, Guffey D, Guyette FX, MacDonald RD, Brasel K, Kerby JD, Minei JP, Warden C, Rizoli S, Morrison LJ, et al. Resuscitation Outcomes Consortium Investigators. Impact of prehospital mode of transport after severe injury: a multicenter evaluation from the Resuscitation Outcomes Consortium. J Trauma Acute Care Surg. 2012;72(3):567-573; discussion 573-5.
    • (2012) J Trauma Acute Care Surg , vol.72 , Issue.3 , pp. 567-573
    • Bulger, EM1    Guffey, D2    Guyette, FX3    MacDonald, RD4    Brasel, K5    Kerby, JD6    Minei, JP7    Warden, C8    Rizoli, S9    Morrison, LJ10
  • 38
    • 84956800561 scopus 로고    scopus 로고
    • A national common massive transfusion protocol (MTP) is a feasible and advantageous option for centralized blood services and hospitals
    • Chay J, Koh M, Tan HH, Ng J, Ng HJ, Chia N, Kuperan P, Tan J, Lew E, Tan LK, et al. A national common massive transfusion protocol (MTP) is a feasible and advantageous option for centralized blood services and hospitals. Vox Sang. 2016;110(1):36-50.
    • (2016) Vox Sang , vol.110 , Issue.1 , pp. 36-50
    • Chay, J1    Koh, M2    Tan, HH3    Ng, J4    Ng, HJ5    Chia, N6    Kuperan, P7    Tan, J8    Lew, E9    Tan, LK10
  • 39
    • 84991465756 scopus 로고    scopus 로고
    • Massive transfusion protocols: a survey of academic medical centers in the United States
    • Treml AB, Gorlin JB, Dutton RP, Scavone BM. Massive transfusion protocols: a survey of academic medical centers in the United States. Anesth Analg. 2017;124(1):277-281.
    • (2017) Anesth Analg , vol.124 , Issue.1 , pp. 277-281
    • Treml, AB1    Gorlin, JB2    Dutton, RP3    Scavone, BM.4
  • 41
    • 84990194176 scopus 로고    scopus 로고
    • National Institute for Health and Care Excellence
    • National Institute for Health and Care Excellence. Major trauma: assessment and initial management. https://www.nice.org.uk/guidance/ng39/resources/major-trauma-assessment-and-initial-management-1837400761285.
    • Major trauma: assessment and initial management
  • 42
    • 84976629154 scopus 로고    scopus 로고
    • Assessment and initial management of major trauma: summary of NICE guidance
    • Guideline Development Group
    • Glen J, Constanti M, Brohi K, Guideline Development Group. Assessment and initial management of major trauma: summary of NICE guidance. BMJ. 2016;353:i3051.
    • (2016) BMJ , vol.353 , pp. i3051
    • Glen, J1    Constanti, M2    Brohi, K3
  • 43
    • 84874800992 scopus 로고    scopus 로고
    • Remote damage control resuscitation and the Solstrand Conference: defining the need, the language, and a way forward
    • (Suppl 1)
    • Gerhardt RT, Strandenes G, Cap AP, Rentas FJ, Glassberg E, Mott J, Dubick MA, Spinella PC. Remote damage control resuscitation and the Solstrand Conference: defining the need, the language, and a way forward. Transfusion. 2013;53(Suppl 1):9S-16S.
    • (2013) Transfusion , vol.53 , pp. 9S-16S
    • Gerhardt, RT1    Strandenes, G2    Cap, AP3    Rentas, FJ4    Glassberg, E5    Mott, J6    Dubick, MA7    Spinella, PC.8
  • 44
    • 84904046981 scopus 로고    scopus 로고
    • Optimal trauma resuscitation with plasma as the primary resuscitative fluid: the surgeon's perspective
    • Holcomb JB, Pati S. Optimal trauma resuscitation with plasma as the primary resuscitative fluid: the surgeon's perspective. Hematology Am Soc Hematol Educ Program. 2013;2013:656-659.
    • (2013) Hematology Am Soc Hematol Educ Program , vol.2013 , pp. 656-659
    • Holcomb, JB1    Pati, S.2
  • 48
    • 84899585912 scopus 로고    scopus 로고
    • Trauma hemostasis and oxygenation research position paper on remote damage control resuscitation: definitions, current practice, and knowledge gaps
    • (Suppl 1)
    • Jenkins DH, Rappold JF, Badloe JF, Berséus O, Blackbourne L, Brohi KH, Butler FK, Cap AP, Cohen MJ, Davenport R, et al. Trauma hemostasis and oxygenation research position paper on remote damage control resuscitation: definitions, current practice, and knowledge gaps. Shock. 2014;41(Suppl 1):3-12.
    • (2014) Shock , vol.41 , pp. 3-12
    • Jenkins, DH1    Rappold, JF2    Badloe, JF3    Berséus, O4    Blackbourne, L5    Brohi, KH6    Butler, FK7    Cap, AP8    Cohen, MJ9    Davenport, R10
  • 50
    • 84855551519 scopus 로고    scopus 로고
    • Current concepts in fluid resuscitation for prehospital care of combat casualties
    • Dubick MA. Current concepts in fluid resuscitation for prehospital care of combat casualties. US Army Med Dep J. 2011:18-24.
    • (2011) US Army Med Dep J , pp. 18-24
    • Dubick, MA.1
  • 51
    • 84964330972 scopus 로고    scopus 로고
    • Coagulation factor concentrate-based therapy for remote damage control resuscitation (RDCR): a reasonable alternative?
    • (Suppl 2)
    • Maegele M. Coagulation factor concentrate-based therapy for remote damage control resuscitation (RDCR): a reasonable alternative? Transfusion. 2016;56(Suppl 2):S157-S165.
    • (2016) Transfusion , vol.56 , pp. S157-S165
    • Maegele, M.1
  • 52
    • 84939424718 scopus 로고    scopus 로고
    • Freeze dried plasma and fresh red blood cells for civilian prehospital hemorrhagic shock resuscitation
    • (Suppl 1)
    • Sunde GA, Vikenes B, Strandenes G, Flo KC, Hervig TA, Kristoffersen EK, Heltne JK. Freeze dried plasma and fresh red blood cells for civilian prehospital hemorrhagic shock resuscitation. J Trauma Acute Care Surg. 2015;78(6 Suppl 1):S26-S30.
    • (2015) J Trauma Acute Care Surg , vol.78 , Issue.6 , pp. S26-S30
    • Sunde, GA1    Vikenes, B2    Strandenes, G3    Flo, KC4    Hervig, TA5    Kristoffersen, EK6    Heltne, JK.7
  • 54
    • 84899587194 scopus 로고    scopus 로고
    • Tranexamic acid, fibrinogen concentrate, and prothrombin complex concentrate: data to support prehospital use?
    • (Suppl 1)
    • Schöchl H, Schlimp CJ, Maegele M. Tranexamic acid, fibrinogen concentrate, and prothrombin complex concentrate: data to support prehospital use? Shock. 2014;41(Suppl 1):44-46.
    • (2014) Shock , vol.41 , pp. 44-46
    • Schöchl, H1    Schlimp, CJ2    Maegele, M.3
  • 56
    • 84964391139 scopus 로고    scopus 로고
    • RDCR Symposium fifth-year anniversary edition: global prehospital care rooted in a history of military innovation
    • (Suppl 2)
    • Pidcoke HF, Spinella PC. RDCR Symposium fifth-year anniversary edition: global prehospital care rooted in a history of military innovation. Transfusion. 2016;56(Suppl 2):S107-S109.
    • (2016) Transfusion , vol.56 , pp. S107-S109
    • Pidcoke, HF1    Spinella, PC.2
  • 58
    • 84955620024 scopus 로고    scopus 로고
    • Prehospital blood product resuscitation for trauma: a systematic review
    • Smith IM, James RH, Dretzke J, Midwinter MJ. Prehospital blood product resuscitation for trauma: a systematic review. Shock. 2016;46(1):3-16.
    • (2016) Shock , vol.46 , Issue.1 , pp. 3-16
    • Smith, IM1    James, RH2    Dretzke, J3    Midwinter, MJ.4


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