Cieri N, Maurer K, Wu CJ. 60 Years Young: The Evolving Role of Allogeneic Hematopoietic Stem Cell Transplantation in Cancer Immunotherapy. Cancer Res. 2021;81:4373–84.
Article CAS PubMed PubMed Central Google Scholar
Snowden JA, Sánchez-Ortega I, Corbacioglu S, Basak GW, Chabannon C, de la Camara R, et al. Indications for haematopoietic cell transplantation for haematological diseases, solid tumours and immune disorders: current practice in Europe, 2022. Bone Marrow Transplant [Internet]. 2022 May [cited 2022 Jul 25]; Available from: https://www.nature.com/articles/s41409-022-01691-w
Passweg JR, Baldomero H, Chabannon C, Basak GW, de la Cámara R, Corbacioglu S, et al. Hematopoietic cell transplantation and cellular therapy survey of the EBMT: monitoring of activities and trends over 30 years. Bone Marrow Transpl. 2021;56:1651–64.
McDonald GB, Sandmaier BM, Mielcarek M, Sorror M, Pergam SA, Cheng GS, et al. Survival, Nonrelapse Mortality, and Relapse-Related Mortality After Allogeneic Hematopoietic Cell Transplantation: Comparing 2003–2007 Versus 2013–2017 Cohorts. Ann Intern Med. 2020;172:229.
Article PubMed PubMed Central Google Scholar
Armand P, Kim HT, Logan BR, Wang Z, Alyea EP, Kalaycio ME, et al. Validation and refinement of the Disease Risk Index for allogeneic stem cell transplantation. Blood. 2014;123:3664–71.
Article CAS PubMed PubMed Central Google Scholar
Papaemmanuil E, Gerstung M, Bullinger L, Gaidzik VI, Paschka P, Roberts ND, et al. Genomic Classification and Prognosis in Acute Myeloid Leukemia. N. Engl J Med. 2016;374:2209–21.
Article CAS PubMed PubMed Central Google Scholar
Della Porta MG, Gallì A, Bacigalupo A, Zibellini S, Bernardi M, Rizzo E, et al. Clinical Effects of Driver Somatic Mutations on the Outcomes of Patients With Myelodysplastic Syndromes Treated With Allogeneic Hematopoietic Stem-Cell Transplantation. JCO. 2016;34:3627–37.
Sorror ML, Maris MB, Storb R, Baron F, Sandmaier BM, Maloney DG, et al. Hematopoietic cell transplantation (HCT)-specific comorbidity index: a new tool for risk assessment before allogeneic HCT. Blood. 2005;106:2912–9.
Article CAS PubMed PubMed Central Google Scholar
Gratwohl A. The EBMT risk score. Bone Marrow Transpl. 2012;47:749–56.
Sorror ML, Storb RF, Sandmaier BM, Maziarz RT, Pulsipher MA, Maris MB, et al. Comorbidity-Age Index: A Clinical Measure of Biologic Age Before Allogeneic Hematopoietic Cell Transplantation. JCO. 2014;32:3249–56.
Barba P, Martino R, Pérez-Simón JA, Fernández-Avilés F, Castillo N, Piñana JL, et al. Combination of the Hematopoietic Cell Transplantation Comorbidity Index and the European Group for Blood and Marrow Transplantation Score Allows a Better Stratification of High-Risk Patients Undergoing Reduced-Toxicity Allogeneic Hematopoietic Cell Transplantation. Biol Blood Marrow Transplant. 2014;20:66–72.
Parimon T, Au DH, Martin PJ, Chien JW. A Risk Score for Mortality after Allogeneic Hematopoietic Cell Transplantation. Ann Intern Med. 2006;144:407.
Luft T, Benner A, Terzer T, Jodele S, Dandoy CE, Storb R, et al. EASIX and mortality after allogeneic stem cell transplantation. Bone Marrow Transpl. 2020;55:553–61.
Shouval R, Labopin M, Bondi O, Mishan-Shamay H, Shimoni A, Ciceri F, et al. Prediction of Allogeneic Hematopoietic Stem-Cell Transplantation Mortality 100 Days After Transplantation Using a Machine Learning Algorithm: A European Group for Blood and Marrow Transplantation Acute Leukemia Working Party Retrospective Data Mining Study. JCO. 2015;33:3144–51.
Salas MQ, Atenafu EG, Bascom O, Wilson L, Lam W, Law AD, et al. Pilot prospective study of Frailty and Functionality in routine clinical assessment in allogeneic hematopoietic cell transplantation. Bone Marrow Transpl. 2021;56:60–9.
Shouval R, Fein JA, Shouval A, Danylesko I, Shem-Tov N, Zlotnik M, et al. External validation and comparison of multiple prognostic scores in allogeneic hematopoietic stem cell transplantation. Blood Adv. 2019;3:1881–90.
Article CAS PubMed PubMed Central Google Scholar
Bacigalupo A, Ballen K, Rizzo D, Giralt S, Lazarus H, Ho V, et al. Defining the Intensity of Conditioning Regimens: Working Definitions. Biol Blood Marrow Transplant. 2009;151628–33.
Article PubMed PubMed Central Google Scholar
Penack O, Peczynski C, Mohty M, Yakoub-Agha I, de la Camara R, Glass B, et al. Association of pre-existing comorbidities with outcome of allogeneic hematopoietic cell transplantation. A retrospective analysis from the EBMT. Bone Marrow Transpl. 2022;57:183–90.
Iacobelli S, On behalf of the EBMT Statistical Committee. Suggestions on the use of statistical methodologies in studies of the European Group for Blood and Marrow Transplantation. Bone Marrow Transpl. 2013;48:S1–37.
Domínguez-Almendros S, Benítez-Parejo N, Gonzalez-Ramirez AR. Logistic regression models. Allergologia et Immunopathologia. 2011;39:295–305.
Yamashita T, Yamashita K, Kamimura R. A Stepwise AIC Method for Variable Selection in Linear Regression. Commun Stat - Theory Methods. 2007;36:2395–403.
Cortes C, Vapnik V. Support-vector networks. Mach Learn. 1995;20:273–97.
Chen T, Guestrin C XGBoost: A Scalable Tree Boosting System. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining [Internet]. San Francisco California USA: ACM; 2016 [cited 2023 Jul 14]. p. 785–94. Available from: https://doi.org/10.1145/2939672.2939785.
Friedman J, Hastie T, Tibshirani R Regularization Paths for Generalized Linear Models via Coordinate Descent. J Stat Soft [Internet]. 2010 [cited 2023 Jul 14];33. Available from: http://www.jstatsoft.org/v33/i01/.
R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2021. http://www.R-project.org/.
Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. J Chronic Dis. 1987;40:373–83.
Article CAS PubMed Google Scholar
Sorror ML. How I assess comorbidities before hematopoietic cell transplantation. Blood. 2013;121:2854–63.
Article CAS PubMed PubMed Central Google Scholar
Vaughn JE, Storer BE, Armand P, Raimondi R, Gibson C, Rambaldi A, et al. Design and Validation of an Augmented Hematopoietic Cell Transplantation-Comorbidity Index Comprising Pretransplant Ferritin, Albumin, and Platelet Count for Prediction of Outcomes after Allogeneic Transplantation. Biol Blood Marrow Transplant. 2015;21:1418–24.
Article CAS PubMed PubMed Central Google Scholar
Potdar R, Varadi G, Fein J, Labopin M, Nagler A, Shouval R. Prognostic Scoring Systems in Allogeneic Hematopoietic Stem Cell Transplantation: Where Do We Stand? Biol Blood Marrow Transplant. 2017;23:1839–46.
Luznik L, O’Donnell PV, Symons HJ, Chen AR, Leffell MS, Zahurak M, et al. HLA-haploidentical bone marrow transplantation for hematologic malignancies using nonmyeloablative conditioning and high-dose, posttransplantation cyclophosphamide. Biol Blood Marrow Transpl. 2008;14(Jun):641–50.
Holmes HM, Des Bordes JKA, Kebriaei P, Yennu S, Champlin RE, Giralt S, et al. Optimal screening for geriatric assessment in older allogeneic hematopoietic cell transplantation candidates. J Geriatr Oncol. 2014;5:422–30.
Article PubMed PubMed Central Google Scholar
Peña M, Salas MQ, Mussetti A, Moreno-Gonzalez G, Bosch A, Patiño B, et al. Pretransplantation EASIX predicts intensive care unit admission in allogeneic hematopoietic cell transplantation. Blood Adv. 2021;5:3418–26.
Article PubMed PubMed Central Google Scholar
Nitski O, Azhie A, Qazi-Arisar FA, Wang X, Ma S, Lilly L, et al. Long-term mortality risk stratification of liver transplant recipients: real-time application of deep learning algorithms on longitudinal data. Lancet Digital Health. 2021;3:e295–305.
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