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Predicting Major Outcomes after MCSD Implant 1 Risk Factors for Death, Transplant, and Recovery James Kirklin, MD David Naftel, PhD.

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Presentation on theme: "Predicting Major Outcomes after MCSD Implant 1 Risk Factors for Death, Transplant, and Recovery James Kirklin, MD David Naftel, PhD."— Presentation transcript:

1 Predicting Major Outcomes after MCSD Implant 1 Risk Factors for Death, Transplant, and Recovery James Kirklin, MD David Naftel, PhD

2 James K Kirklin I have no financial disclosures (I am the Principle Investigator for the NIH contract for INTERMACS)

3 Predicting Major Outcomes after MCSD Implant 3 Risk Factors for Death, Transplant, and Recovery What do we have so far?

4 Months post implant % Survival Deaths/months Hazard (early + late) n=9359, Deaths=2280 Months% Survival 195% 1280% 2469% 36 59% 4847% Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9359 n at risk: 9359 6195 4024 2736 1820 1194 711 408 174 4 Event: Death (censored at transplantation or recovery)

5 Months post implant % Survival Deaths/months Hazard (early + late) n=9359, Deaths=2280 Months% Survival 195% 1280% 2469% 36 59% 4847% Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9359 n at risk: 9359 6195 4024 2736 1820 1194 711 408 174 5 Event: Death (censored at transplantation or recovery)

6 Months post implant % Survival LVAD: Continuous n=9112, Deaths=2154 BiVAD: Continuous n=260, Deaths=118 LVAD: Pulsatile n=612, Deaths=230 BiVAD: Pulsatile n=319, Deaths=123 overall p <.0001 Event: Death (censored at transplant and recovery) Figure 10 Implants: June 2006 – December 2013, n=10542 TAH: Pulsatile n=239, Deaths=59 % Survival at Pump1 yr post implant CF LVAD 81% CF Bi-VAD 57% PF LVAD 65% PF Bi-VAD 45% TAH 59% 6

7 Months post implant % Survival LVAD: Continuous n=9112, Deaths=2154 BiVAD: Continuous n=260, Deaths=118 LVAD: Pulsatile n=612, Deaths=230 BiVAD: Pulsatile n=319, Deaths=123 overall p <.0001 Event: Death (censored at transplant and recovery) Implants: June 2006 – December 2013, n=10542 TAH: Pulsatile n=239, Deaths=59 % Survival at Pump1 yr post implant CF LVAD 81% CF Bi-VAD 57% PF LVAD 65% PF Bi-VAD 45% TAH 59% 7

8 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older)1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 11.69<.0001 INTERMACS Level 21.44<.0001 Destination Therapy1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher)1.05.0003 Dialysis2.37<.0001 BUN (higher)1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher)1.11.02 RVAD in same operation2.45<.0001 Bilirubin (higher)1.21<.0001 Ascites1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 8

9 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older) 1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 11.69<.0001 INTERMACS Level 21.44<.0001 Destination Therapy1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher)1.05.0003 Dialysis2.37<.0001 BUN (higher)1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher)1.11.02 RVAD in same operation2.45<.0001 Bilirubin (higher)1.21<.0001 Ascites1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 9

10 Months post implant % Survival Age < 50 yrs n=2403, deaths=446 Age 50-64 yrs n=4184 Deaths= 942 Age 65-70 yrs n=1484, deaths=433 Overall P <.0001 Event: Death (censored at transplant and recovery) Age > 70 yrs, n=1301 deaths=451 Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 10

11 INTERMACS 11 Age Category AGE GROUP (yr) IMPLANT DATE PERIOD < 20102010-20112012 n%n%n% 0-18 401.7 %300.8 %80.3 % 19-39 35415.8 %42211.7 %22310.6 % 40-59 112550.5 %146940.8 %80638.5 % 60-79 70831.7 %165145.9 %103749.5 % 80+..220.6 %180.8 % Unspecified....10.0 % TOTAL 2227100.0 %3594100.0 %2093100.0 % June 2006 – December 2012

12 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older)1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 1 1.69<.0001 INTERMACS Level 2 1.44<.0001 Destination Therapy1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher)1.05.0003 Dialysis2.37<.0001 BUN (higher)1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher)1.11.02 RVAD in same operation2.45<.0001 Bilirubin (higher)1.21<.0001 Ascites1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 12

13 Months post implant % Survival Level 1: n=1391 Deaths=381 Level 2: n=3601 Deaths=942 Level 3: n=2591 Deaths=544 Levels 4-7, n=1789 Deaths=405 P <.0001 Event: Death (censored at transplant and recovery) Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 13

14 Patient Profile at time of implant Implant Date Era TOTAL 2008-20102011-2013 N%N%N% 1 Critical Cardiogenic Shock46416.0%92714.3%139114.8% 2 Progressive Decline125043.0%235136.4%360138.4% 3 Stable but Inotrope Dependent65922.7%193229.9%259127.7% 4 Resting Symptoms37012.7%94114.6%131114.0% 5 Exertion Intolerant842.9%1923.0%2762.9% 6 Exertion Limited491.7%791.4%1291.4% 7 Advanced NYHA Class 3301.0%431.0%731.0% TOTAL 2906100.0%6465100.0%9371100.0% CF-LVAD/BiVAD Implants: January 2008 – December 2013, n=9372 Continuous Flow Devices 14

15 Patient Profile at time of implant Implant Date Era TOTAL 2008-20102011-2013 N%N%N% 1 Critical Cardiogenic Shock46416.0%92714.3%139114.8% 2 Progressive Decline125043.0%235136.4%360138.4% 3 Stable but Inotrope Dependent65922.7%193229.9%259127.7% 4 Resting Symptoms37012.7%94114.6%131114.0% 5 Exertion Intolerant842.9%1923.0%2762.9% 6 Exertion Limited491.7%791.4%1291.4% 7 Advanced NYHA Class 3301.0%431.0%731.0% TOTAL 2906100.0%6465100.0%9371100.0% CF-LVAD/BiVAD Implants: January 2008 – December 2013, n=9372 Continuous Flow Devices 15

16 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older)1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 11.69<.0001 INTERMACS Level 21.44<.0001 Destination Therapy 1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher)1.05.0003 Dialysis2.37<.0001 BUN (higher)1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher)1.11.02 RVAD in same operation2.45<.0001 Bilirubin (higher)1.21<.0001 Ascites1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Table 6 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 LVAD, left ventricular assist device; BiVAD, biventricular assist device; DT, destination therapy; BTT, bridge to transplant; BMI, body mass index; BUN, blood urea nitrogen; RVAD, right ventricular assist device. 16

17 Months post implant % Survival DT, n= 3373 Deaths= 1027 BTT (including BTC), n= 5886 Deaths= 1218 p <.0001 Event: Death (censored at transplant and recovery) Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 BTR, n= 46 Deaths= 4 Rescue Therapy, n= 27 Deaths= 11 Other, n= 40 Deaths= 12 17

18 CF-LVAD/BiVAD Implants: June 2006 – December 2013, n=9372 Device Strategy at time of implant Implant Date Era TOTAL 2008-20102011-2013 N%N%N% BTT Listed 113339.0%134226.4%247526.4% BTT Likely 76526.3%138721.5%215223.0% BTT Moderate 29610.2%66310.3%95910.2% BTT Unlikely 822.8%218¾%3003.2% Destination Therapy 59120.3%278143.0%337336.0% BTR 151.0%311.0%461.0% Rescue Therapy 100.3%170.3%270.3% Other 140.5%260.4%400.4% TOTAL 2906100.0%6465100.0%9371100.0% Continuous Flow Devices 18

19 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older)1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 11.69<.0001 INTERMACS Level 21.44<.0001 Destination Therapy1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher) 1.05.0003 Dialysis 2.37<.0001 BUN (higher) 1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher)1.11.02 RVAD in same operation2.45<.0001 Bilirubin (higher)1.21<.0001 Ascites1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Table 6 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 LVAD, left ventricular assist device; BiVAD, biventricular assist device; DT, destination therapy; BTT, bridge to transplant; BMI, body mass index; BUN, blood urea nitrogen; RVAD, right ventricular assist device. 19

20 Months post implant % Survival Low n=8237, deaths=1862 Moderate (creat > 2 or BUN > 60) n=993, deaths=339 Severe (dialysis) n=142, deaths=71 Overall P <.0001 Event: Death (censored at transplant and recovery) Figure 14 Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 Survival by Renal Risk Factors 20

21 Months post implant % Survival Low n=8237, deaths=1862 Moderate (creat > 2 or BUN > 60) n=993, deaths=339 Severe (dialysis) n=142, deaths=71 Overall P <.0001 Event: Death (censored at transplant and recovery) Figure 14 Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 Survival by Renal Risk Factors 21

22 Adult Primary Continuous Flow LVADs & BIVADs, DT and BTT, n=4917 Implants: June 2006 – March 2012: Creatinine 22 Adult Primary Continuous Flow LVADs & BIVADs, DT and BTT, n=4917 Implants: June 2006 – March 2012: Time course of Creatinine according to pre-implant Renal Dysfunction Creatinine (mg/dL) Follow-up Time Period Severe (n=282) Moderate (n=1475) Mild/None (n=3160) * p <.05 ** p <.001 Paired comparisons to pre-implant ** *

23 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older)1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 11.69<.0001 INTERMACS Level 21.44<.0001 Destination Therapy1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher)1.05.0003 Dialysis2.37<.0001 BUN (higher)1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher) 1.11.02 RVAD in same operation 2.45<.0001 Bilirubin (higher) 1.21<.0001 Ascites 1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 23

24 Months post implant % Survival Low n=6596, deaths=1481 Moderate (ascites or RAP >= 18 or Bilirubin >= 2) n=2516, deaths=690 Severe (BiVAD) n=260, deaths=120 Overall P <.0001 Event: Death (censored at transplant and recovery) Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 Survival by Right Heart Failure Risk Factors 24

25 Early hazardLate hazard Risk Factors for Death Hazard Ratiop-valueHazard Ratiop-value Demographics Age (older)1.36<.0001 Female1.20.007 BMI (higher)1.13<.0001 Clinical Status History of Stroke1.30.03 INTERMACS Level 11.69<.0001 INTERMACS Level 21.44<.0001 Destination Therapy1.24.0005 Non-Cardiac Systems Albumin (lower)0.90.02 Creatinine (higher)1.05.0003 Dialysis2.37<.0001 BUN (higher)1.06<.00011.06.01 Right Heart Dysfunction Right Atrial Pressure (higher) 1.11.02 RVAD in same operation 2.45<.0001 Bilirubin (higher) 1.21<.0001 Ascites 1.27.01 Surgical Complexities History of cardiac surgery1.43<.0001 Concommitant Cardiac Surgery 1.21.0008 Adult Primary Continuous Flow LVADs and BiVADs Implants: June 2006 – December 2013, n=9372 25

26 Tricuspid Repair Following VAD Implantation in INTERMACS Howard Song, MD, PhD Co-authors James Mudd, MD; Jill Gelow, MD, MPH; Christopher Chien, MD; Fred Tibayan, MD; Kathryn Hollifield, BSN, RN; David Naftel, PhD; and James Kirklin, MD "This project has been funded in whole or in part with Federal funds from the National Heart, Lung, and Blood Institute, National Institutes of Health, Department of Health and Human Services, under Contract No. HHSN268201100025C" 26 04/04/2014

27 INTERMACS: June 2006 – March 2013: TVR Adult Destination Therapy CF primary LVAD/BiVAD, n=2527 27 Phase of Hazard Early Constant Risk Factors for DeathHazard ratio p-valueHazardratiop-value Age (years) 1.58 <.0001 BMI (higher) 1.49.0003 Not Married 1.93.0009 Hx of CABG 1.56.02 BUN (higher) 1.10.006 1.06.01 Total Bilirubin (higher) 1.78.02 Creatinine (higher) 1.10.001 Ventilator 2.18.005 INTERMACS Level 1 2.74.0001 INTERMACS Level 2 1.85.004 Bi-VAD 5.05 <.0001 Tricuspid Regurgitation 1.35*.009 * Represents the increased risk for 1 level increase in TV Regurgitation

28 So, is the real risk factor the procedure or the condition? 28

29 Months post implant Event: Death with a device in place (censored at transplant and recovery % Survival Concomitant Tricuspid Surgery n deaths None 757225 Repair 215 60 Overall p =.83 INTERMACS: June 2006 – March 2013: TVR Adult Destination Therapy CF primary LVAD/BiVAD, n=2527 29 Tricuspid Regurg Echo at pre-implant: Moderate/Severe, n=989

30 No TV Procedure, n=757 TV Repair, n= 215 % Moderate/Severe Tricuspid Regurgitation INTERMACS: June 2006 – March 2013: TVR Moderate/Severe Tricuspid Regurgitation over time by TV Repair vs. No TVR Procedure, n=989 n=757 n=136 n=215 n=50 n=88 n=75 n=46 n=31 n=12 n=21 n=8 n=17 n=9 n=3 Note: N’s represent the number of Moderate/Severe Tricuspid Regurg

31 Months post implant % Freedom from Exchange Era 2: 2011-2013 N=6311, events=522 Era 1: 2008-2010 n=2800, Events=273 Continuous Flow LVAD Implants: 2008 – 2013, n=9111 Event: Time to 1 st Exchange p <.0001 31 Pump Thrombosis

32 Figure 20 Months post implant % Survival Operation 1: N=8565, deaths=2039 Operation 2: n=734, Deaths=242 Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 Event: Death (censored at transplant and recovery) p <.0001 Operation 3: n=73, Deaths=29 32

33 Education War Era Cardiac Surgery These stratified actuarial depictions are very useful, but… They have limited value for predicting outcomes for an individual patient. The stratified actuarial method forces conditions like..”assuming he/she does not receive a heart transplant”, or..”assuming there is not explant for recovery” Ideally, INTERMACS could provide software or website applications that allow the physician to provide the patient with the most useful predictions of the chances of various outcomes occurring to him/her. 33

34 Education War Era Cardiac Surgery Predictive modeling for outcome events based on initial implant strategy The goal is useful predictions of the likelihood (probability) of a specific patient (with his/her individual risk profile) experiencing a given outcome depending on the initial implant strategy. The basic methodology utilizes multivariable hazard function analyses on the competing outcomes platform. The basic strategies are BTT, BTC, DT, and BTR. The outcome event of interest are Transplant, Alive on device, Explant for recovery, and death. David Naftel will review our initial steps in this process. 34

35 Months after Implant Proportion of Patients Dead 12% Alive (device in place) 50% Transplanted 37% Recovery 1% BTT: Listed CFLVAD implants 2011-2013, n=1309 Outcome % at 1 year 35 Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 Figure 6

36 Months after Implant Proportion of Patients Dead 15% Alive (device in place) 64% Transplanted 20% Recovery 1% Outcome % at 1 year 36 Continuous Flow LVAD/BiVAD Implants: 2008 – 2013, n=9372 BTC CFLVAD implants 2011-2013, n=2205 Figure 7


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