RBT-1 reduces blood product utilization in patients undergoing nonemergency coronary artery bypass grafting and/or valve surgery
Bibliographic record
Abstract
Central MessageIn this Phase 2 study, patients undergoing CABG and/or valve surgery treated with RBT-1 required less blood transfusion/blood product use compared with placebo.See Commentary on page XXX. In this Phase 2 study, patients undergoing CABG and/or valve surgery treated with RBT-1 required less blood transfusion/blood product use compared with placebo. See Commentary on page XXX. Perioperative anemia occurs in up to 54% of patients undergoing cardiac surgery and is associated with decreased oxygen delivery, which can contribute to end-organ dysfunction and adversely affect post-operative outcomes.1Schwann T.A. Vekstein A.M. Engoren M. et al.Perioperative anemia and transfusions and late mortality in coronary artery bypass patients.Ann Thorac Surg. 2023; 115: 759-769https://doi.org/10.1016/j.athoracsur.2022.11.012Abstract Full Text Full Text PDF PubMed Scopus (12) Google Scholar Factors that contribute to perioperative anemia include blood loss, hemodilution, and hemolysis. Strategies to reduce or address perioperative anemia include intraoperative antifibrinolytics, cell salvage, intraoperative retrograde autologous prime and intraoperative autologous donation.2Zimmermann E. Zhu R. Ogami T. et al.Intraoperative autologous blood donation leads to fewer transfusions in cardiac surgery.Ann Thorac Surg. 2019; 108: 1738-1744https://doi.org/10.1016/j.athoracsur.2019.06.091Abstract Full Text Full Text PDF PubMed Scopus (16) Google Scholar,3Salenger R. Mazzeffi M.A. The 7 pillars of blood conservation in cardiac surgery.Innovations (Phila). 2021; 16: 504-509https://doi.org/10.1177/15569845211051683Crossref PubMed Scopus (5) Google Scholar Administration of blood products is associated with adverse clinical outcomes and may not mitigate the risks of anemia.1Schwann T.A. Vekstein A.M. Engoren M. et al.Perioperative anemia and transfusions and late mortality in coronary artery bypass patients.Ann Thorac Surg. 2023; 115: 759-769https://doi.org/10.1016/j.athoracsur.2022.11.012Abstract Full Text Full Text PDF PubMed Scopus (12) Google Scholar,4Schwann T.A. Habib J.R. Khalifeh J.M. et al.Effects of blood transfusion on cause-specific late mortality after coronary artery bypass grafting—less is more.Ann Thorac Surg. 2016; 102: 465-473https://doi.org/10.1016/j.athoracsur.2016.05.023Abstract Full Text Full Text PDF PubMed Scopus (28) Google Scholar RBT-1, a combination of stannic protoporfin (SnPP) and iron sucrose (FeS), is a cytoprotective preconditioning agent that activates antioxidant, anti-inflammatory, and iron-scavenging pathways. In a Phase 2 study, it was shown to upregulate a preconditioning biomarker response and decrease postoperative complications after coronary artery bypass graft (CABG) and/or valve surgery on cardiopulmonary bypass (CPB).5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar The purpose of the current analysis was to evaluate whether the pleiotropic effects of RBT-1 would reduce the overall need for blood products. Because complications requiring blood product use may also prolong time on ventilator and in the intensive care unit (ICU), these outcomes were also evaluated as exploratory outcomes. The underlying study was a Phase 2, multicenter, randomized, double-blind, placebo-controlled trial.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar Patients were randomized 1:1:1 to receive low dose RBT-1 (45 mg SnPP/240 mg FeS), high dose RBT-1 (90 mg SnPP/240 mg FeS), or placebo, as a single intravenous infusion 24 to 48 hours before surgery. Infusion was administered on an inpatient or outpatient basis, depending on the patient’s status. Patients were followed through 90 days postsurgery. Institutional review board approval was obtained (project No.: Pro00047629; November 6, 2020), and each patient provided informed consent for publication. As reported previously by Lamy and colleagues,5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar eligible patients were those aged 18 years or older who were scheduled to undergo nonemergency CABG and/or valve surgery on CPB. Key exclusion criteria included acute organ dysfunction (eg, acute kidney injury and acute livery injury), estimated glomerular filtration rate ≤20 mL/minute/1.73 m2 or need for dialysis, intraoperative circulatory arrest or deep hypothermia, requirement for inotropes or vasopressors or other mechanical devices prior to surgery, active infection, and serum ferritin >500 ng/mL. In this exploratory analysis, the effect of RBT-1 on blood product usage was assessed. Blood product use was recorded and included whole blood, red blood cells, platelets, fresh frozen plasma, prothrombin, cryoprecipitate, and Factor I (fibrinogen). Hemoglobin values were determined at a central laboratory. Predefined thresholds were not instituted for blood transfusion or use of other blood products. The need for blood products was assessed by each investigator according to the standard of care at each study center. A transfusion protocol was not used for this study; however, site level randomization was employed to account for differences in standard of care at each institution. Days on ventilator and in the ICU were also recorded. This sample size for this study was estimated to be N = 126 based on >80% power to achieve a 2-sided α = 0.05 for the primary end point (upregulation of a preconditioning biomarker response) and allowance of safety assessments as needed for proof-of-concept studies, as previously reported.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar The modified intention-to-treat population, which consisted of all patients who received drug and underwent surgery on time (ie, 24-48 hours postinfusion of study drug) was evaluated for clinical outcomes.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar Categorical variables were summarized using proportions, and continuous variables were summarized using mean ± SD. Given the lack of statistically significant differences between the low dose and high dose RBT-1 groups, all patients randomized to either dose of RBT-1 were combined into one group for comparison with those who received placebo. All between-group comparisons were assessed using a 2-sided α = 0.05. Further statistical details can be found in Lamy and colleagues.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar Of the 152 patients enrolled in this study across the United States, Canada, and Australia, 121 comprised the modified intention-to-treat population.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar Baseline characteristics were similar across treatment groups, although those randomized to RBT-1 had a slightly higher risk for post-op complications (Table 1). Mean platelet levels at baseline were numerically lower in the RBT-1 treatment group (226.3 × 109/L) than in the placebo group (233.5 × 109/L). The majority of the surgeries performed in each treatment group were CABG, with more valve surgeries performed in the RBT-1 group and more combined CABG/valve surgeries performed in the placebo group. Only 2 patients (both treated with RBT-1) required re-exploration. Additionally, the duration of surgery and time on CPB were similar in both treatment groups. The duration of surgery was 4.66 and 5.00 hours in the placebo and RBT-1 groups, respectively, and the duration of CPB times was 1.95 and 1.97 hours in the placebo and RBT-1 groups, respectively.Table 1Baseline characteristicsCharacteristicPlacebo (n = 41)RBT-1 (n = 80)Age (y)65.4 ± 11.065.6 ± 9.8Male30 (73.2)60 (75.0)Race American Indian0 (0.0)1 (1.3) Black2 (4.9)5 (6.3) Asian1 (2.4)3 (3.8) White38 (92.7)69 (86.3) Other0 (0.0)2 (2.5)Weight (kg)89.1 ± 18.594.2 ± 20.6Body mass index29.7 ± 5.531.5 ± 6.6Age ≥65 y23 (56.1)48 (60.0)Diabetes mellitus requiring insulin3 (7.3)14 (17.5)Congestive heart failure6 (14.6)12 (15.0)Heart failure (NYHA III/IV) within 1 year before surgery2 (4.9)8 (10.0)Previous cardiac surgery with sternotomy0 (0.0)2 (2.5)LVEF ≤35%2 (4.9)9 (11.3)eGFR ≥20 to <60 mL/min/1.73 m26 (14.6)26 (32.5)Platelet levels, mean ± SD233.5 ± 60.5 × 109/L226.3 ± 60.3 × 109/LTime on CPB (h)1.95 ± 1.051.97 ± 1.01Surgery type CABG20 (48.8)44 (55.0) Valve7 (17.1)22 (27.5) Combined CABG/valve14 (34.1)14 (17.5)Values are presented as mean ± SD or n (%). RBT-1, Combination of stannic protoporfin and iron sucrose; NYHA, New York Heart Association; LVEF, left ventricular ejection fraction; eGFR, estimated glomerular filtration rate; CPB, cardiopulmonary bypass; CABG, coronary artery bypass graft. Open table in a new tab Values are presented as mean ± SD or n (%). RBT-1, Combination of stannic protoporfin and iron sucrose; NYHA, New York Heart Association; LVEF, left ventricular ejection fraction; eGFR, estimated glomerular filtration rate; CPB, cardiopulmonary bypass; CABG, coronary artery bypass graft. The incidence of blood product utilization was 43.9% (18 of 41 patients) in the placebo group and 23.8% (19 out of 80 patients) in the RBT-1 group, demonstrating a significant reduction with RBT-1 (−46% risk reduction; P = .0362) (Table 2). Hemoglobin levels were similar across treatment groups through 90 days postsurgery (Table 2), despite less use of blood products in patients treated with RBT-1. Utilization of individual blood product components was also reduced, with the greatest influence on blood transfusions (red blood cells [RBCs]/whole blood) in response to RBT-1 (21.3% [17 out of 80 patients]) compared with placebo (31.7% [13 out of 41 patients]). These data are consistent with the clinically meaningful reduction in time on ventilator in patients receiving RBT-1 versus placebo (1.00-day difference; 41% risk reduction) and statistically significant reduction in ICU days in patients receiving RBT-1 versus placebo (2.71-day difference; 45% risk reduction; P = .0243).Table 2Hemoglobin levels, utilization of blood products, and key clinical outcomesStudy endpointPlacebo (n = 41)RBT-1 (n = 80)Hemoglobin (g/dL) Baseline13.8 ± 1.47713.8 ± 1.533 Day 7 or discharge9.8 ± 1.7179.8 ± 1.325 Day 3011.7 ± 1.33911.8 ± 1.213 Day 6012.3 ± 1.12312.6 ± 1.267 Day 9012.9 ± 1.17913.3 ± 1.252Composition of blood products∗The sum of the individual blood products does not add up to the overall percentage because some patients received more than 1 type of blood product. Overall43.923.8†P = .0362.Blood transfusion, RBCs and whole blood31.721.3Platelets12.28.8Blood plasma12.26.3Prothrombin7.31.3Cryoprecipitate4.92.5Fibrinogen4.91.3Time on ventilator and in intensive care Ventilator (d)2.441.44 Intensive care unit (d)6.003.29‡P = .0243.Values are presented as mean ± SD or %, unless otherwise noted. RBT-1, Combination of stannic protoporfin and iron sucrose; RBC, red blood cell.∗ The sum of the individual blood products does not add up to the overall percentage because some patients received more than 1 type of blood product.† P = .0362.‡ P = .0243. Open table in a new tab Values are presented as mean ± SD or %, unless otherwise noted. RBT-1, Combination of stannic protoporfin and iron sucrose; RBC, red blood cell. Given that a higher percentage of patients in the placebo group underwent combined CABG/valve surgery, we assessed whether this imbalance may have contributed to the differences in blood product usage between groups. Blood product usage remained lower in RBT-1 group (50% [7 out of 14 patients]) versus placebo group (71% [10 of 14 patients]) for this subset of patients. Blood product use was also evaluated separately during and following surgery (Figure 1). During surgery, 7.5% of RBT-1–treated patients required blood product use compared with 19.5% of placebo-treated patients; following surgery, blood product use was 21.3% and 39.0%, respectively. Perioperative anemia, which requires blood/blood product transfusions to increase blood oxygen carrying capacity and raise hematocrit, is associated with adverse long-term immunologic effects, risk of viral transmission and acute transfusion reactions, and worse postoperative outcomes overall.1Schwann T.A. Vekstein A.M. Engoren M. et al.Perioperative anemia and transfusions and late mortality in coronary artery bypass patients.Ann Thorac Surg. 2023; 115: 759-769https://doi.org/10.1016/j.athoracsur.2022.11.012Abstract Full Text Full Text PDF PubMed Scopus (12) Google Scholar RBT-1 treatment reduced the need for blood transfusion and use of blood products in patients undergoing CABG and/or heart valve surgery, providing a potential therapeutic approach to reducing the transfusion of RBCs/whole blood and use of blood products associated with cardiac surgery. Additionally, the reduction in blood product use may contribute to improved clinical outcomes, as observed in reduced time on ventilator and time in ICU. The mechanism by which RBT-1 may reduce the need for blood products, and specifically blood transfusions, is likely multifactorial. The drug contains iron sucrose, which provides an exogenous source of iron perioperatively.6Friedman T. Dann E.J. Bitton-Worms K. et al.Intravenous iron administration before cardiac surgery reduces red blood cell transfusion in patients without anaemia.Br J Anaesth. 2023; 131: 981-988https://doi.org/10.1016/j.bja.2023.09.007Abstract Full Text Full Text PDF PubMed Scopus (4) Google Scholar Related increases in ferritin levels may help process free iron released during CPB and, hence, aid in maintaining adequate hematopoiesis.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar,7Vogt A.S. Arsiwala T. Mohsen M. et al.On iron metabolism and its regulation.Int J Mol Sci. 2021; 22: 4591https://doi.org/10.3390/ijms22094591Crossref PubMed Scopus (182) Google Scholar In addition, broad antioxidant and anti-inflammatory effects of the drug mediated via heme oxygenase-1 and interleukin-10 pathways may promote cytoresistance to surgical stress, thus resulting in cellular preservation, such as that of RBCs (including reduced RBC rigidity and fragility), platelets, and endothelial cells.5Lamy A. Chertow G.M. Jessen M. et al.Effects of RBT-1 on preconditioning response biomarkers in patients undergoing coronary artery bypass graft or heart valve surgery: a multicentre, double-blind, randomised, placebo-controlled phase 2 trial.EClinicalMedicine. 2024; 68102364https://doi.org/10.1016/j.eclinm.2023.102364Abstract Full Text Full Text PDF PubMed Scopus (1) Google Scholar,8Kameneva M.V. Undar A. Antaki J.F. et al.Decrease in red blood cell deformability caused by hypothermia, hemodilution, and mechanical stress: factors related to cardiopulmonary bypass.ASAIO J. 1999; 45: 307-310https://doi.org/10.1097/00002480-199907000-00010Crossref PubMed Scopus (92) Google Scholar, 9Raghunandan S. Ramachandran S. Ke E. et al.Heme oxygenase-1 at the nexus of endothelial cell fate decision under oxidative stress.Front Cell Dev Biol. 2021; 9702974https://doi.org/10.3389/fcell.2021.702974Crossref PubMed Scopus (6) Google Scholar, 10Weerasinghe A. Taylor K.M. The platelet in cardiopulmonary bypass.Ann Thorac Surg. 1998; 66: 2145-2152https://doi.org/10.1016/s0003-4975(98)00749-8Abstract Full Text Full Text PDF PubMed Scopus (0) Google Scholar A limitation of this study is the lack of a predefined protocol for blood product usage; therefore, the rates of blood product usage may have been influenced by differences in institutional practices and individual discretion. Additionally, there was not a set protocol for cessation of antiplatelet agents before surgery, which may have confounded the need for blood products. The total volume of blood loss was not measured in this study; therefore, variations in the practice of stopping antiplatelet agents could have influenced the need for blood products. Randomization at the site level was implemented to reduce the influence of institutional practice differences on outcomes. Given that worse postoperative outcomes are associated with perioperative anemia,1Schwann T.A. Vekstein A.M. Engoren M. et al.Perioperative anemia and transfusions and late mortality in coronary artery bypass patients.Ann Thorac Surg. 2023; 115: 759-769https://doi.org/10.1016/j.athoracsur.2022.11.012Abstract Full Text Full Text PDF PubMed Scopus (12) Google Scholar continued investigation of RBT-1 is warranted. A Phase 3 study (PROTECT [Phase 3, Randomized, Double-Blind, Placebo-Controlled Study to Evaluate the Effect of RBT-1 on Reducing the Risk of Post-Operative Complications in Subjects Undergoing Cardiac Surgery]; NCT06021457) will further evaluate these findings.
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Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".