Improving Survival in Cardiogenic Shock—A Propensity Score-Matched Analysis of the Impact of an Institutional Allocation Protocol to Short-Term Mechanical Circulatory Support
Abstract
:1. Introduction
2. Materials and Methods
2.1. Patient Selection
2.2. Observed Outcomes
2.3. Data Collection
2.4. Statistical Analysis
3. Standard Operating Procedure
4. Results
4.1. Study Cohort
4.2. Outcome Analysis
4.2.1. Unmatched Cohorts
4.2.2. Matched Cohorts
4.2.3. Matched Subgroups SOP-A and SOP-NA
5. Discussion
5.1. Rationale of SOP Revision
5.2. Outcome
5.3. Observed Cohort and Comparative Evaluation
5.4. Limitations
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Unmatched Cohort (n = 421) | Matched Groups (n = 306) | ||||
---|---|---|---|---|---|---|
Pre-SOP (n = 189) | SOP (n = 232) | p | Pre-SOP (n = 153) | SOP (n = 153) | p | |
Age (years) | 60.12 {13.99} | 61.94 {13.01} | 0.165 | 60.50 {14.45} | 60.14 {13.79} | 0.842 |
Sex (male) | 146 (77.2) | 173 (74.6) | 0.600 | 121 (79.1) | 113 (73.9) | 0.345 |
BMI | 27.59 {5.72} | 28.37{6.64} | 0.221 | 27.99 {5.83} | 27.64 {5.37} | 0.593 |
Diabetes | 61 (32.3) | 70 (31.0) | 0.859 | 50 (32.7) | 44 (28.8) | 0.536 |
CKD | 45 (24.3) | 74 (32.9) | 0.073 | 44 (28.8) | 43 (28.1) | 1.000 |
MAP (mmHg) | 66.00 [57.50, 75.00] | 69.00 [62.00, 78.00] | 0.017 | 66.00 [58.00, 76.00] | 68.00 [61.00, 77.00] | 0.12 |
Heart rate (bpm) | 96.00 [82.00, 112.50] | 93.00 [78.00,105.00] | 0.136 | 97.00 [82.00, 111.00] | 93.00 [77.00, 104.00] | 0.178 |
Lactate (mmol/L) | 6.11 [2.78,10.99] | 4.78 [1.72,10.1] | 0.014 | 6.05 [2.77,10.57] | 4.22 [1.44,10.19] | 0.258 |
pH | 7.32 [7.25, 7.39] | 7.31 [7.23, 7.39] | 0.352 | 7.32 [7.25, 7.39] | 7.31 [7.22, 7.40] | 0.142 |
VI score | 32.00 [13.00, 48.90] | 18.88 [8.00, 41.35] | 0.001 | 30.70 [13.00, 51.98] | 18.00 [7.61, 40.75] | 0.01 |
RRT prior to tMCS | 21 (11.2) | 27 (11.7) | 1.000 | 20 (13.2) | 19 (12.5) | 0.982 |
Cause of CS | ||||||
AMICS | 34 (18.0) | 24 (10.3) | 0.034 | 21 (13.7) | 22 (14.4) | 1.000 |
Acute-on-chronic CMP | 56 (29.6) | 90 (38.8) | 0.063 | 49 (32.0) | 51 (33.3) | 0.903 |
PCCS | 80 (42.3) | 100 (43.1) | 0.951 | 69 (45.1) | 67 (43.8) | 0.912 |
Other | 18 (10.1) | 18 (7.8) | 0.502 | 14 (9.2) | 13 (8.5) | 0.840 |
Previous cardiac arrest | 71 (37.6) | 58 (25.0) | 0.007 | 48 (31.4) | 45 (29.4) | 0.731 |
Duration of CPR (min) | 20.00 [10.00, 58.75] | 20.00 [10.00, 50.75] | 0.459 | 17.50 [10.00, 40.00] | 19.50 [10.50, 53.75] | 0.401 |
eCPR | 30 (18.5) | 36 (20.9) | 0.667 | 21 (16.3) | 26 (23.4) | 0.22 |
Mechanical aortic valve | 2 (1.2) | 0 (0) | 0.465 | 2 (1.5) | 0 (0.0) | 0.559 |
Aortic arch stent | 1 (0.6) | 4 (2.3) | 0.385 | 1 (0.8) | 1 (0.9) | 1.000 |
Free-floating LV thrombus | 0 (0) | 1 (0.6) | 1.000 | 0 (0.0) | 1 (0.9) | 0.928 |
MCS type | ||||||
v-a ECLS | 139 (73.5) | 109 (47.0) | <0.001 | 109 (71.2) | 70 (45.8) | <0.001 |
Impella | 26 (13.8) | 61 (26.3) | 0.002 | 20 (13.1) | 41 (26.8) | 0.004 |
ECMELLA | 24 (12.7) | 62 (26.7) | 0.001 | 23 (15.0) | 42 (27.5) | 0.012 |
Variable | Unmatched Cohort (n = 230) | Matched Groups (n = 144) | ||||
---|---|---|---|---|---|---|
SOP-A (n = 120) | SOP-NA (n = 110) | p | SOP-A (n = 72) | SOP-NA (n = 72) | p | |
Age (years) | 59.63 {13.06} | 64.44 {12.53} | 0.005 | 62.07 {12.17} | 62.58 {12.38} | 0.802 |
Sex (male) | 97 (80.8) | 74 (67.3) | 0.028 | 56 (77.8) | 57 (79.2) | 1.000 |
BMI | 28.11 {7.24} | 28.71 {5.95} | 0.506 | 28.72 {7.67} | 28.88 {5.64} | 0.888 |
Diabetes | 37 (31.6) | 32 (29.9) | 0.894 | 24 (33.3) | 23 (31.9) | 1.000 |
CKD | 39 (33.6) | 35 (32.7) | 0.998 | 23 (31.9) | 25 (34.7) | 0.860 |
MAP (mmHg) | 71.00 [63.00, 77.00] | 68.00 [60.50, 77.50] | 0.571 | 69.00 [63.00, 76.00] | 67.00 [59.25, 81.00] | 0.661 |
Heart rate (bpm) | 93.00 [79.00, 105.00] | 94.00 [78.00, 105.50] | 0.698 | 91.00 [77.00, 105.00] | 98.50 [87.00, 108.00] | 0.335 |
Lactate (mmol/L) | 2.99 [1.44, 6.13] | 7.55 [3.77, 10.93] | <0.001 | 3.05 [1.55, 6.05] | 8.55 [4.17, 10.88] | <0.001 |
pH | 7.34 [7.26, 7.40] | 7.29 [7.20, 7.37] | 0.018 | 7.33 [7.24, 7.40] | 7.29 [7.20, 7.37] | 0.087 |
VI score | 18.00 [8.89, 37.75] | 21.60 [8.00, 42.25] | 0.504 | 19.00 [9.79, 40.00] | 26.45 [10.50, 51.30] | 0.331 |
RRT prior to tMCS | 10 (8.3) | 16 (14.7) | 0.193 | 8 (11.1) | 14 (19.7) | 0.232 |
Cause of CS | ||||||
AMICS | 17 (14.2) | 7 (6.4) | 0.086 | 7 (9.7) | 5 (6.9) | 0.763 |
Acute-on-chronic CMP | 50 (41.7) | 38 (34.5) | 0.330 | 31 (43.1) | 27 (37.5) | 0.610 |
PCCS | 48 (40.0) | 52 (47.3) | 0.328 | 29 (40.0) | 32 (44.4) | 0.742 |
Other | 5 (4.1) | 13 (11.8) | 5 (7.2) | 8 (11.2) | 0.356 | |
Previous cardiac arrest | 31 (25.8) | 27 (24.5) | 0.942 | 17 (23.6) | 16 (22.2) | 1.000 |
Duration of CPR (min) | 20.00 [10.00, 51.25] | 21.50 [10.50, 60.00] | 0.814 | 35.00 [10.00, 57.75] | 14.00 [6.00, 51.25] | 0.279 |
eCPR | 11 (15.5) | 25 (24.8) | 0.176 | 6 (14.6) | 19 (27.9) | 0.133 |
Mechanical aortic valve | 0 (0.0) | 0 (0.0) | NaN | 0 (0.0) | 0 (0.0) | NaN |
Aortic arch stent | 3 (4.2) | 1 (1.0) | 0.383 | 2 (4.9) | 1 (1.5) | 0.653 |
Free-floating LV thrombus | 1 (1.4) | 0 (0.0) | 0.859 | 1 (2.4) | 0 (0.0) | 0.797 |
MCS type | MCS type | |||||
v-a ECLS | 8 (6.7) | 101 (91.8) | <0.001 | 6 (8.3) | 68 (94.4) | <0.001 |
Impella | 50 (41.7) | 9 (8.2) | <0.001 | 32 (44.4) | 4 (5.6) | <0.001 |
ECMELLA | 62 (51.7) | 0 (0) | <0.001 | 34 (47.2) | 0 (0.0) | <0.001 |
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Ott, S.; Lewin, D.; Nersesian, G.; Stein, J.; Just, I.A.; Hommel, M.; Schoenrath, F.; Starck, C.T.; O’Brien, B.; Falk, V.; et al. Improving Survival in Cardiogenic Shock—A Propensity Score-Matched Analysis of the Impact of an Institutional Allocation Protocol to Short-Term Mechanical Circulatory Support. Life 2022, 12, 1931. https://doi.org/10.3390/life12111931
Ott S, Lewin D, Nersesian G, Stein J, Just IA, Hommel M, Schoenrath F, Starck CT, O’Brien B, Falk V, et al. Improving Survival in Cardiogenic Shock—A Propensity Score-Matched Analysis of the Impact of an Institutional Allocation Protocol to Short-Term Mechanical Circulatory Support. Life. 2022; 12(11):1931. https://doi.org/10.3390/life12111931
Chicago/Turabian StyleOtt, Sascha, Daniel Lewin, Gaik Nersesian, Julia Stein, Isabell A. Just, Matthias Hommel, Felix Schoenrath, Christoph T. Starck, Benjamin O’Brien, Volkmar Falk, and et al. 2022. "Improving Survival in Cardiogenic Shock—A Propensity Score-Matched Analysis of the Impact of an Institutional Allocation Protocol to Short-Term Mechanical Circulatory Support" Life 12, no. 11: 1931. https://doi.org/10.3390/life12111931
APA StyleOtt, S., Lewin, D., Nersesian, G., Stein, J., Just, I. A., Hommel, M., Schoenrath, F., Starck, C. T., O’Brien, B., Falk, V., Potapov, E., & Lanmueller, P. (2022). Improving Survival in Cardiogenic Shock—A Propensity Score-Matched Analysis of the Impact of an Institutional Allocation Protocol to Short-Term Mechanical Circulatory Support. Life, 12(11), 1931. https://doi.org/10.3390/life12111931