Cardiovascular Risk Stratification of Patients Undergoing Hematopoietic Stem Cell Transplantation: The CARE-BMT Risk Score.

atrial fibrillation bone marrow transplant cardiovascular disease heart failure hematopoietic stem cell transplant random forest risk score

Journal

Journal of the American Heart Association
ISSN: 2047-9980
Titre abrégé: J Am Heart Assoc
Pays: England
ID NLM: 101580524

Informations de publication

Date de publication:
29 Dec 2023
Historique:
medline: 2 1 2024
pubmed: 2 1 2024
entrez: 29 12 2023
Statut: aheadofprint

Résumé

Evidence guiding the pre-hematopoietic stem cell transplantation (HSCT) cardiovascular evaluation is limited. We sought to derive and validate a pre-HSCT score for the cardiovascular risk stratification of HSCT candidates. We leveraged the CARE-BMT (Cardiovascular Registry in Bone Marrow Transplantation) study, a contemporary multicenter observational study of adult patients who underwent autologous or allogeneic HSCT between 2008 and 2019 (N=2435; mean age at transplant of 55 years; 4.9% Black). We identified the subset of variables most predictive of post-HSCT cardiovascular events, defined as a composite of cardiovascular death, myocardial infarction, heart failure, stroke, atrial fibrillation or flutter, and sustained ventricular tachycardia. We then developed a point-based risk score using the hazard ratios obtained from Cox proportional hazards modeling. The score was externally validated in a separate cohort of 919 HSCT recipients (mean age at transplant 54 years; 20.4% Black). The risk score included age, transplant type, race, coronary artery disease, heart failure, peripheral artery disease, creatinine, triglycerides, and prior anthracycline dose. Risk scores were grouped as low-, intermediate-, and high-risk, with the 5-year cumulative incidence of cardiovascular events being 4.0%, 10.3%, and 22.4%, respectively. The area under the receiver operating curves for predicting cardiovascular events at 100 days, 5 and 10 years post-HSCT were 0.65 (95% CI, 0.59-0.70), 0.73 (95% CI, 0.69-0.76), and 0.76 (95% CI, 0.69-0.81), respectively. The model performed equally well in autologous and allogeneic recipients, as well as in the validation cohort. The CARE-BMT risk score is easy to calculate and could help guide referrals of high-risk HSCT recipients to cardiovascular specialists before transplant and guide long-term monitoring.

Sections du résumé

BACKGROUND BACKGROUND
Evidence guiding the pre-hematopoietic stem cell transplantation (HSCT) cardiovascular evaluation is limited. We sought to derive and validate a pre-HSCT score for the cardiovascular risk stratification of HSCT candidates.
METHODS AND RESULTS RESULTS
We leveraged the CARE-BMT (Cardiovascular Registry in Bone Marrow Transplantation) study, a contemporary multicenter observational study of adult patients who underwent autologous or allogeneic HSCT between 2008 and 2019 (N=2435; mean age at transplant of 55 years; 4.9% Black). We identified the subset of variables most predictive of post-HSCT cardiovascular events, defined as a composite of cardiovascular death, myocardial infarction, heart failure, stroke, atrial fibrillation or flutter, and sustained ventricular tachycardia. We then developed a point-based risk score using the hazard ratios obtained from Cox proportional hazards modeling. The score was externally validated in a separate cohort of 919 HSCT recipients (mean age at transplant 54 years; 20.4% Black). The risk score included age, transplant type, race, coronary artery disease, heart failure, peripheral artery disease, creatinine, triglycerides, and prior anthracycline dose. Risk scores were grouped as low-, intermediate-, and high-risk, with the 5-year cumulative incidence of cardiovascular events being 4.0%, 10.3%, and 22.4%, respectively. The area under the receiver operating curves for predicting cardiovascular events at 100 days, 5 and 10 years post-HSCT were 0.65 (95% CI, 0.59-0.70), 0.73 (95% CI, 0.69-0.76), and 0.76 (95% CI, 0.69-0.81), respectively. The model performed equally well in autologous and allogeneic recipients, as well as in the validation cohort.
CONCLUSIONS CONCLUSIONS
The CARE-BMT risk score is easy to calculate and could help guide referrals of high-risk HSCT recipients to cardiovascular specialists before transplant and guide long-term monitoring.

Identifiants

pubmed: 38158222
doi: 10.1161/JAHA.123.033599
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e033599

Auteurs

Alexi Vasbinder (A)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Tonimarie Catalan (T)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Elizabeth Anderson (E)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Catherine Chu (C)

Rush University Medical College, Rush University Chicago IL.

Megan Kotzin (M)

Rush University Medical College, Rush University Chicago IL.

Danielle Murphy (D)

Department of Pharmacy Rush University Medical Center Chicago IL.

Halle Cheplowitz (H)

Department of Pharmacy Rush University Medical Center Chicago IL.

Kristen Machado Diaz (KM)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Brayden Bitterman (B)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Ian Pizzo (I)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Yiyuan Huang (Y)

Department of Biostatistics, School of Public Health University of Michigan Ann Arbor MI.

Jeffrey Xie (J)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Christopher W Hoeger (CW)

Division of Cardiology, Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School Boston MA.

Rayan Kaakati (R)

Department of Internal Medicine University of Michigan Ann Arbor MI.

Hanna P Berlin (HP)

Division of Cardiology, Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School Boston MA.

Husam Shadid (H)

Division of Cardiology, Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School Boston MA.

Daniel Perry (D)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Michael Pan (M)

Division of Cardiology, Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School Boston MA.

Radhika Takiar (R)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Kishan Padalia (K)

Division of Cardiology, Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School Boston MA.

Jamie Mills (J)

Division of Cardiology, Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School Boston MA.

Chelsea Meloche (C)

Division of Cardiovascular Medicine Texas Heart Institute Houston TX.

Alina Bardwell (A)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Matthew Rochlen (M)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Pennelope Blakely (P)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Monika Leja (M)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Mousumi Banerjee (M)

Department of Pharmacy Rush University Medical Center Chicago IL.

Mary Riwes (M)

Division of Cardiovascular Medicine Texas Heart Institute Houston TX.

John Magenau (J)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Sarah Anand (S)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Monalisa Ghosh (M)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Attaphol Pawarode (A)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Gregory Yanik (G)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Sunita Nathan (S)

Division of Hematology, Oncology and Cell Therapy, Department of Internal Medicine Rush University Medical Center Chicago IL.

John Maciejewski (J)

Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor MI.

Tochukwu Okwuosa (T)

Division of Cardiology, Department of Internal Medicine Rush University Medical Center Chicago IL.

Salim S Hayek (SS)

Division of Cardiovascular Medicine, Department of Internal Medicine University of Michigan Ann Arbor MI.

Classifications MeSH