Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
| Name | Class |
|---|---|
| University of Alberta | OTHER |
Not provided
Not provided
Not provided
Pilot prospective randomized control trial comparing goal-directed therapy algorithm vs routine care in the intensive care unit following cardiac surgery.
Rationale:
Goal-directed therapy (GDT) has been shown to reduce complications and length of stay on cardiac surgery patients. Unfortunately, the existing literature on GDT in CV surgery has several limitations, which creates uncertainty over the expected benefit of implementing this care element with high associated costs and impact on workflow. Hypotension Prediction Index (HPI) is a proprietary algorithm that utilizes pulse contour analysis from invasive arterial pressure monitoring to identify patients at risk for becoming hypotensive within 15 minutes. The algorithm was developed using machine learning on a large surgical/ICU data set, and then externally validated on non-cardiac and cardiac surgical patients. HPI, as part of a GDT algorithm, may allow healthcare providers to identify patients recovering from cardiac surgery who may benefit from optimization prior to becoming hypotensive and assist with selecting the most appropriate hemodynamic intervention.
Hypothesis:
Application of an HPI-based GDT algorithm will result in a difference in cumulative fluid administration over the first 24-hours of index ICU admission following cardiac surgery.
Study Design:
Unblinded randomized controlled trial pilot. Data will be used to inform/justify the feasibility, design, and implementation of a future multi-center randomized controlled trial.
Study Population:
Moderate or high-risk (EuroSCORE II > 2%), non-emergent, adult open-heart cardiac surgery patients. Heart transplant, durable VAD implantation, or patients who require post-operative MCS support will be excluded.
Sample size= 100 (50 control : 50 intervention)
Intervention:
Patients randomized to the intervention arm will be monitored using the HPI technology and be treated following a GDT algorithm when HPI is >50 for 48-hours or duration of invasive arterial monitoring (whichever occurs first). The GDT algorithm is a standardized approach to identifying abnormal hemodynamic parameters and administering a prescribed therapy in a step-wise fashion with fixed re-assessment intervals (see attached).
What will be different from routine care? :
Not provided
Not provided
Not provided
Not provided
| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Control | No Intervention | Routine post-operative clinical care. | |
| Intervention | Experimental | Goal-directed therapy algorithm in addition to routine post-operative clinical care. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Goal-directed therapy | Device | Goal-directed therapy using HemoSphere® monitor, Acumen® transducer, and Hypotension Prediction Index® algorithm (Edwards Lifesciences, Irvine, USA), |
| Measure | Description | Time Frame |
|---|---|---|
| 24-hour cumulative IV fluid administration | Cumulative post-operative intravenous fluid administration over the first 24-hours of index ICU admission. | 24-hours |
| Measure | Description | Time Frame |
|---|---|---|
| Fluid Administration | Daily average | Duration of ICU stay, up to 30-days |
| Fluid Administration | Cumulative | Duration of ICU stay, up to 30-days |
Not provided
Inclusion Criteria:
Exclusion Criteria:
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Foothills Medical Centre | Calgary | Alberta | T2N2T9 | Canada |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 27936959 | Background | Li P, Qu LP, Qi D, Shen B, Wang YM, Xu JR, Jiang WH, Zhang H, Ding XQ, Teng J. Significance of perioperative goal-directed hemodynamic approach in preventing postoperative complications in patients after cardiac surgery: a meta-analysis and systematic review. Ann Med. 2017 Jun;49(4):343-351. doi: 10.1080/07853890.2016.1271956. Epub 2017 Feb 2. | |
| 26646462 |
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
| ID | Term |
|---|---|
| D000074388 | Early Goal-Directed Therapy |
| ID | Term |
|---|---|
| D003422 | Critical Care |
| D005791 | Patient Care |
| D013812 | Therapeutics |
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
| Vasoactive medication administration | Daily average | Duration of ICU stay, up to 30-days |
| Vasoactive medication administration | Daily cumulative | Duration of ICU stay, up to 30-days |
| Vasoactive medication administration | Duration | Duration of ICU stay, up to 30-days |
| Hemodynamic parameters | Incidence of HPI > 50 greater than 5-minutes | 48-hours or when arterial line removed |
| Hemodynamic parameters | Incidence of HPI > 85 greater than 5-minutes | 48-hours or when arterial line removed |
| Hemodynamic parameters | Incidence of MAP < 65 greater than 5-minutes | 48-hours or when arterial line removed |
| Hemodynamic parameters | Total Area Under the Curve (AUC) for HPI > 50 | 24-hours |
| Hemodynamic parameters | Total Area Under the Curve (AUC) for HPI > 50 | 48-hours or when arterial line removed |
| Hemodynamic parameters | Total Area Under the Curve (AUC) for HPI > 85 | 24-hours |
| Hemodynamic parameters | Total Area Under the Curve (AUC) for HPI > 85 | 48-hours or when arterial line removed |
| Hemodynamic parameters | Total Area Under the Curve (AUC) for MAP < 65 | 24-hours |
| Hemodynamic parameters | Total Area Under the Curve (AUC) for MAP < 65 | 48-hours or when arterial line removed |
| Enrollment | Proportion of screened patients eligible for enrollment. | 1-year |
| Enrollment | Proportion of eligible patients who consent to participate. | 1-year |
| Study Protocol Compliance | Proportion of consented patients who complete all study assessments. | 1-year |
| Arterial Monitoring Reliability | Number of arterial catheters requiring replacement | 1-year |
| GDT algorithm compliance | Time from HPI > 50 to application of an intervention | 48-hours or when arterial line removed |
| GDT algorithm compliance | Proportion of hemodynamic interventions applied for HPI > 50 that were recommended by the algorithm | 48-hours or when arterial line removed |
| GDT algorithm compliance | Proportion of hemodynamic interventions applied for MAP < 65 that would be recommended by the algorithm based on hemodynamic parameters. | 48-hours or when arterial line removed |
| GDT algorithm compliance | MD notifications prompted by the GDT algorithm and resulting actions | 48-hours or when arterial line removed |
| GDT algorithm compliance | Actions (therapies or investigations) prompted by an MD notification. | 48-hours or when arterial line removed |
| GDT algorithm compliance | Number of study protocol suspensions | 48-hours or when arterial line removed |
| GDT algorithm compliance | Duration of protocol suspensions | 48-hours or when arterial line removed |
| GDT algorithm compliance | Rationale for protocol suspensions | 48-hours or when arterial line removed |
| End-organ dysfunction/injury | Acute kidney injury | Index admission, up to 30-days |
| End-organ dysfunction/injury | Delirium | Index admission, up to 30-days |
| End-organ dysfunction/injury | Stroke | Index admission, up to 30-days |
| End-organ dysfunction/injury | Ileus | Index admission, up to 30-days |
| End-organ dysfunction/injury | Gut infarction | Index admission, up to 30-days |
| End-organ dysfunction/injury | Prolonged mechanical ventilation (> 24 hours) | Index admission, up to 30-days |
| End-organ dysfunction/injury | Deep sternal wound infection | Index admission, up to 30-days |
| End-organ dysfunction/injury | Any surgical site infection | Index admission, up to 30-days |
| Transfusion | Total red-blood cell administration | Index admission, up to 30-days |
| Transfusion | Total fresh-frozen plasma administration | Index admission, up to 30-days |
| Transfusion | Total platelet administration | Index admission, up to 30-days |
| Transfusion | Total albumin administration | Index admission, up to 30-days |
| Mobilzation | Time to first mobilization (dangle) | Index admission, up to 30-days |
| Mobilzation | Time to first mobilization (stand) | Index admission, up to 30-days |
| Mobilization | Time to first mobilization (walk) | Index admission, up to 30-days |
| Hydration | Time to first PO hydration | Index admission, up to 30-days |
| Nutrition | Time to first PO nutrition | Index admission, up to 30-days |
| Patient-centered Outcome | Quality of Recovery-15 (QOR-15) at post-op days 3, 5, 7, and 10. | Index admission, up to 10-days |
| Patient-centered Outcome | World Health Organization Disability Assessment Schedule (WHODAS 2.0) at baseline, 2-weeks, 30-days, 90-days, and 1-year. | Up to 1-year post-operative |
| Patient-centered Outcome | MacNew Questionnaire at baseline, 2-weeks, 30-days, 90-days, and 1-year. | Up to 1-year post-operative |
| Patient-centered Outcome | The Depression, Anxiety and Stress Scale - 21 Items (DASS-21) at baseline, 2-weeks, 30-days, 90-days, and 1-year. | Up to 1-year post-operative |
| Patient-centered Outcome | Canadian Patient Experiences Survey on Inpatient Care (CPES-IC) at 30-days | 30-days |
| Length of Stay | ICU length of stay | Up to 1-year post-operative |
| Length of Stay | Hospital length of stay | Up to 1-year post-operative |
| Re-admission | Incidence of hospital re-admission within 30-days of index surgery | 30-days |
| Mortality | 7-day, 30-day, and 1-year mortality. | Up to 1-year post-operative |
| Osawa EA, Rhodes A, Landoni G, Galas FR, Fukushima JT, Park CH, Almeida JP, Nakamura RE, Strabelli TM, Pileggi B, Leme AC, Fominskiy E, Sakr Y, Lima M, Franco RA, Chan RP, Piccioni MA, Mendes P, Menezes SR, Bruno T, Gaiotto FA, Lisboa LA, Dallan LA, Hueb AC, Pomerantzeff PM, Kalil Filho R, Jatene FB, Auler Junior JO, Hajjar LA. Effect of Perioperative Goal-Directed Hemodynamic Resuscitation Therapy on Outcomes Following Cardiac Surgery: A Randomized Clinical Trial and Systematic Review. Crit Care Med. 2016 Apr;44(4):724-33. doi: 10.1097/CCM.0000000000001479. |
| 31054241 | Background | Engelman DT, Ben Ali W, Williams JB, Perrault LP, Reddy VS, Arora RC, Roselli EE, Khoynezhad A, Gerdisch M, Levy JH, Lobdell K, Fletcher N, Kirsch M, Nelson G, Engelman RM, Gregory AJ, Boyle EM. Guidelines for Perioperative Care in Cardiac Surgery: Enhanced Recovery After Surgery Society Recommendations. JAMA Surg. 2019 Aug 1;154(8):755-766. doi: 10.1001/jamasurg.2019.1153. |
| 29894315 | Background | Hatib F, Jian Z, Buddi S, Lee C, Settels J, Sibert K, Rinehart J, Cannesson M. Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis. Anesthesiology. 2018 Oct;129(4):663-674. doi: 10.1097/ALN.0000000000002300. |
| 30896602 | Background | Davies SJ, Vistisen ST, Jian Z, Hatib F, Scheeren TWL. Ability of an Arterial Waveform Analysis-Derived Hypotension Prediction Index to Predict Future Hypotensive Events in Surgical Patients. Anesth Analg. 2020 Feb;130(2):352-359. doi: 10.1213/ANE.0000000000004121. |
| 33446404 | Background | Shin B, Maler SA, Reddy K, Fleming NW. Use of the Hypotension Prediction Index During Cardiac Surgery. J Cardiothorac Vasc Anesth. 2021 Jun;35(6):1769-1775. doi: 10.1053/j.jvca.2020.12.025. Epub 2020 Dec 21. |
| 37301700 | Background | Parsons H, Zilahi G. Pro: Hypotension Prediction Index-A New Tool to Predict Hypotension in Cardiac Surgery? J Cardiothorac Vasc Anesth. 2023 Oct;37(10):2133-2136. doi: 10.1053/j.jvca.2023.05.023. Epub 2023 May 17. No abstract available. |
| 37130670 | Background | Rellum SR, Schuurmans J, Schenk J, van der Ster BJP, van der Ven WH, Geerts BF, Hollmann MW, Cherpanath TGV, Lagrand WK, Wynandts P, Paulus F, Driessen AHG, Terwindt LE, Eberl S, Hermanns H, Veelo DP, Vlaar APJ. Effect of the machine learning-derived Hypotension Prediction Index (HPI) combined with diagnostic guidance versus standard care on depth and duration of intraoperative and postoperative hypotension in elective cardiac surgery patients: HYPE-2 - study protocol of a randomised clinical trial. BMJ Open. 2023 May 2;13(5):e061832. doi: 10.1136/bmjopen-2022-061832. |
| 31989416 | Background | Maheshwari K, Buddi S, Jian Z, Settels J, Shimada T, Cohen B, Sessler DI, Hatib F. Performance of the Hypotension Prediction Index with non-invasive arterial pressure waveforms in non-cardiac surgical patients. J Clin Monit Comput. 2021 Feb;35(1):71-78. doi: 10.1007/s10877-020-00463-5. Epub 2020 Jan 27. |
| 31843240 | Background | Baumgarten M, Brodsgaard A, Bunkenborg G, Foss NB, Norholm V. Nurse and Physician Perceptions of Working With Goal-Directed Therapy in the Perioperative Period. J Perianesth Nurs. 2020 Apr;35(2):198-205. doi: 10.1016/j.jopan.2019.09.005. Epub 2019 Dec 13. |