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Verbeek AB, von Asmuth EGJ, van den Akker EB, Jansen-Hoogendijk AM, Schilham MW, Lankester AC, Lugthart G, Mohseny AB, Buddingh EP. Pre-transplant inflammation and its associations with acute GvHD and mortality in pediatric allogeneic hematopoietic stem cell transplantation patients. Bone Marrow Transplant 2025:10.1038/s41409-025-02583-5. [PMID: 40234725 DOI: 10.1038/s41409-025-02583-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 03/21/2025] [Accepted: 03/28/2025] [Indexed: 04/17/2025]
Abstract
In this explorative study we aimed to identify inflammatory serum proteins measured before allogeneic hematopoietic stem cell transplantation (HSCT) that are associated with acute Graft-versus-Host Disease (aGvHD) and mortality in pediatric HSCT recipients. We measured 28 inflammatory serum proteins in 384 pediatric patients (2010-2022) with malignant (30%) and non-malignant (70%) indications for allogeneic HSCT. A sample before the start of the conditioning (T1) was included, as well as a sample on the day of HSCT (T2). For patients who developed aGvHD we also included a sample at the time of diagnosis, before initiation of systemic treatment (TP-GvHD). Associations with aGvHD, steroid-refractory aGvHD, non-relapse mortality (NRM) and overall survival (OS) were analyzed using robust (cause-specific) Cox models. At T1, TNFR1, sIL-2Rα and TNFR2 were among the most strongly associated proteins for the development of aGvHD. Multiple inflammatory proteins, such as CXCL16, TNFR1 and SCF at T1 were highly associated with NRM and OS. At TP-GvHD, ST2 levels were significantly associated with the development of steroid-refractory aGvHD and NRM. This study shows that inflammatory serum protein levels before HSCT are associated with aGvHD and mortality and lays the groundwork for further validation and use in risk-adapted therapy for pediatric HSCT recipients.
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Affiliation(s)
- Anne B Verbeek
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands.
| | - Erik G J von Asmuth
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Erik B van den Akker
- Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Anja M Jansen-Hoogendijk
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Marco W Schilham
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Arjan C Lankester
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Gertjan Lugthart
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Alexander B Mohseny
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Emilie P Buddingh
- Willem-Alexander Children's Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation unit and Laboratory of Pediatric Immunology, Leiden University Medical Center, Leiden, The Netherlands.
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Mertlitz S, Riesner K, Kalupa M, Uhlig N, Cordes S, Verlaat L, Jamali M, Li N, Mohamed HMER, Bullinger L, Moss S, Greenwood J, Jatzlau J, Knaus P, Vallecillo-Garcia P, Penack O. Leucine-rich α-2 glycoprotein 1 (LRG1) during inflammatory complications after allogeneic stem cell transplantation and CAR-T cell therapy. J Immunother Cancer 2025; 13:e009372. [PMID: 40118496 PMCID: PMC11934407 DOI: 10.1136/jitc-2024-009372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 03/10/2025] [Indexed: 03/23/2025] Open
Abstract
BACKGROUND Previous data indicated that the leucine-rich α-2 glycoprotein 1 (LRG1) pathway contributes to vascular dysfunction during cancer growth. Therapeutic targeting of LRG1 normalized tumor vessel dysfunction and enhanced the efficacy of anti-cancer adoptive T cell therapy. A major clinical problem after allogeneic hematopoietic stem cell transplantation (alloHSCT) and after chimeric antigen receptor (CAR) T-cell therapy is the induction of hyperinflammatory side effects, which are typically associated with severe endothelial dysfunction. METHODS We investigated LRG1 in preclinical models and in patient samples. RESULTS In prospective studies, we found elevated LRG1 serum levels in patients with cytokine release syndrome and immune effector cell-associated neurotoxicity syndrome after CAR-T-cell therapy as well as in patients with acute graft-versus-host disease (aGVHD) after alloHSCT.In preclinical models of aGVHD, we found vasculature-associated LRG1 upregulation as well as LRG1 pathway gene upregulation. The genetic deletion of LRG1 in alloHSCT donors and in alloHSCT recipients led to reduced clinical and histological aGVHD. In line with this, LRG1 deletion led to clinically and histologically reduced disease severity in experimental inflammatory models of colitis (dextran sulfate sodium colitis) and paw edema. LRG1 deletion reduced inflammation-related vascular leakiness, endothelial cell proliferation, and migration. CONCLUSIONS The current data support the hypothesis that LRG1 is an attractive therapeutic target after alloHSCT and after CAR-T cell therapy for cancer because of its role in dysfunctional tumor vessels as well as in inflammatory complications.
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Affiliation(s)
- Sarah Mertlitz
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Katarina Riesner
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Martina Kalupa
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Nora Uhlig
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Steffen Cordes
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Lydia Verlaat
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Mina Jamali
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Ningyu Li
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Hadeer Mohamed Elsayed Rasheed Mohamed
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Lars Bullinger
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
| | - Stephen Moss
- Institute of Ophthalmology, University College London, London, UK
| | - John Greenwood
- Institute of Ophthalmology, University College London, London, UK
| | - Jerome Jatzlau
- Institute of Chemistry and Biochemistry, Freie Universitaet Berlin, Berlin, Germany
| | - Petra Knaus
- Institute of Chemistry and Biochemistry, Freie Universitaet Berlin, Berlin, Germany
| | - Pedro Vallecillo-Garcia
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Olaf Penack
- Department of Hematology, Oncology and Tumorimmunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (Deutsches Konsortium Für Translationale Krebsforschung, DKTK), Partner Site, Berlin, Germany
- National Center for Tumor Diseases (NCT), Berlin, Germany
- Berlin Center for Translational Vascular Biomedicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
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Barker K, Marco T, Husnain M, Katsanis E. Addition of Phosphorous and IL6 to m-EASIX Score Improves Detection of ICANS and CRS, as Well as CRS Progression. Cancers (Basel) 2025; 17:918. [PMID: 40149255 PMCID: PMC11940476 DOI: 10.3390/cancers17060918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Revised: 02/27/2025] [Accepted: 03/05/2025] [Indexed: 03/29/2025] Open
Abstract
Introduction: Cytokine release syndrome (CRS) and immune cell-associated neurotoxicity syndrome (ICANS) are both serious complications of CAR-T therapy associated with endothelial dysfunction, prompting prior use of a modified version of the endothelial activation and stress index (m-EASIX) to predict the occurrence of severe ICANS and CRS. Previous studies have linked both hypophosphatemia and elevated IL6 levels to CRS and ICANS. Our study aimed to enhance the early prediction of both syndromes by integrating phosphorous and IL-6 both together and separately into the m-EASIX score. Methods: Forty-two patients with non-Hodgkin's lymphoma presenting for CAR-T treatment were used to generate three variations in the m-EASIX score, assessing performance for the clinically actionable time points of day +0 through day +3. Results: The addition of phosphorous through the P-m-EASIX improved the predictive capabilities for the occurrence of ICANS, most notably on day +1 (AUC 89.6%; p = 0.0090, OR of 2.23; p = 0.0096) compared to the m-EASIX (AUC 80.8%; p = 0.0047, OR 1.72; p = 0.0046). The P-m-EASIX also showed enhanced predictive capabilities for the occurrence of CRS, with peak discriminatory function on day +3 (AUC 92.0%; p = <0.0001, OR 2.21; p = 0.0014). The addition of IL6 in the IL6-m-EASIX showed the highest discriminatory capacity for the prediction of CRS progression to grade ≥ 2 with peak function on day +3 (AUC 89.7%; p = 0.0040, OR 1.57; p = 0.031). Conclusions: Incorporating phosphorus levels into the m-EASIX score offered a cost-effective and straightforward method to improve the prediction of CAR-T toxicities. Larger-scale studies assessing the effectiveness of including phosphorus and IL-6 in the m-EASIX score to mitigate complications associated with CAR-T therapy are warranted.
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Affiliation(s)
- Kenneth Barker
- Department of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Tom Marco
- Department of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Muhammad Husnain
- Department of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Department of Hematology and Oncology, University of Arizona Cancer Center, Tucson, AZ 85719, USA
| | - Emmanuel Katsanis
- Department of Hematology and Oncology, University of Arizona Cancer Center, Tucson, AZ 85719, USA
- Departments of Immunobiology, Medicine, and Pathology, University of Arizona, Tucson, AZ 85724, USA
- Department of Pediatrics, University of Arizona, Tucson, AZ 85724, USA
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4
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Masuda Y, Honda A, Oyama T, Masamoto Y, Kurokawa M. Prognostic impact of effusion in multiple body cavities after allogeneic hematopoietic stem cell transplantation. Int J Hematol 2025:10.1007/s12185-025-03949-7. [PMID: 40032737 DOI: 10.1007/s12185-025-03949-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 02/12/2025] [Accepted: 02/12/2025] [Indexed: 03/05/2025]
Abstract
Fluid retention presenting as effusions in body cavities is sometimes encountered following allogeneic stem cell transplantation (allo-HSCT). It is unclear whether cavity effusions at independent sites may serve as cumulative correlates of fluid overload and whether a higher number of effusion sites are associated with a worse prognosis. Here, we comprehensively reviewed pleural, peritoneal, and pericardial effusions in 178 first allo-HSCT recipients retrospectively. A total of 123 (69.1%) patients developed effusions in any cavity. New pleural, peritoneal, and pericardial effusions were found after allo-HSCT in 106, 88, and 53 patients, at a median of 38.0 (range, 2-2950), 22.5 (range, 2-1324), and 40 (range, 2-945) days, respectively. The cumulative incidence at day 100 was 41.0%, 40.4%, and 20.8%, respectively. Of the 92 patients who presented with effusions by day 100, 28 patients presented with effusion in a single cavity, 39 in two cavities, and 25 in all three cavities. The 2-year overall survival rates of patients with effusions in zero, one, two, and three cavities by day 100 were 86.1%, 60.0%, 59.6%, and 18.8%, respectively, showing an additive adverse association with outcome. Prospective studies to further characterize fluid dynamics following allo-HSCT are warranted.
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Affiliation(s)
- Yasutaka Masuda
- Department of Hematology and Oncology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Akira Honda
- Department of Hematology and Oncology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Takashi Oyama
- Department of Hematology and Oncology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Yosuke Masamoto
- Department of Cell Therapy and Transplantation Medicine, The University of Tokyo Hospital, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Mineo Kurokawa
- Department of Hematology and Oncology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan.
- Department of Cell Therapy and Transplantation Medicine, The University of Tokyo Hospital, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan.
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5
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Muratore E, Gambuti G, Leardini D, Baccelli F, Venturelli F, Larcinese L, Gottardi F, Di Battista A, Belotti T, Prete A, Masetti R. The EASIX score as a predictor of sinusoidal obstruction syndrome and nonrelapse mortality in paediatric patients receiving allogeneic haematopoietic stem cell transplantation. Bone Marrow Transplant 2025; 60:346-352. [PMID: 39658654 PMCID: PMC11893459 DOI: 10.1038/s41409-024-02489-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 11/18/2024] [Accepted: 11/26/2024] [Indexed: 12/12/2024]
Abstract
The endothelial activation and stress index (EASIX) score, calculated as [lactate dehydrogenase (LDH; U/L) × serum creatinine (mg/dL)]/platelets (10e9/L)], has been shown to be predictive of nonrelapse mortality (NRM) and endothelial complications in adults receiving allogeneic stem cell transplantation (allo-HSCT); however, definitive results are lacking for children. We retrospectively evaluated consecutive paediatric allo-HSCT recipients and calculated the log2 EASIX score every day from admission to day +35. In 167 allo-HSCT recipients, the EASIX score increased from before conditioning (-0.79) to a maximum score on day +20 (2.23). In multivariate analysis, the EASIX score at day +7 was an independent predictor of sinusoidal obstruction syndrome/veno-occlusive disease (SOS/VOD) (OR 1.52; 95% CI, 1.08-2.13; p = 0.017) and NRM (OR 1.68; 95% CI 1.16-2.42; p = 0.006). At several time points between day +0 and day +14, the EASIX score was independently associated with NRM, with the strongest predictive power being observed on day +12 (OR 3.05; 95% CI, 1.53-6.10; p = 0.002). Age correlated linearly with the EASIX score at all analysed time points, but score prediction was confirmed even when age was added to the multivariate model, indicating that age was not a confounding factor in the observed associations. The EASIX score determined shortly after transplantation can be further explored as a predictor of SOS/VOD and NRM in paediatric allo-HSCT recipients.
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Affiliation(s)
- Edoardo Muratore
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Giacomo Gambuti
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Davide Leardini
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
| | - Francesco Baccelli
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Francesco Venturelli
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Leyna Larcinese
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Francesca Gottardi
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Antonia Di Battista
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Tamara Belotti
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Arcangelo Prete
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Riccardo Masetti
- Pediatric Hematology and Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
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Asteris PG, Gandomi AH, Armaghani DJ, Mohammed AS, Bousiou Z, Batsis I, Spyridis N, Karavalakis G, Vardi A, Yannaki E, Triantafyllidis L, Koutras EI, Zygouris N, Drosopoulos GA, Fountas NA, Vaxevanidis NM, Bardhan A, Samui P, Hatzigeorgiou GD, Zhou J, Leontari KV, Evangelidis P, Sakellari I, Gavriilaki E. Pre-transplant and transplant parameters predict long-term survival after hematopoietic cell transplantation using machine learning. Transpl Immunol 2025:102211. [PMID: 40020790 DOI: 10.1016/j.trim.2025.102211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Revised: 02/23/2025] [Accepted: 02/23/2025] [Indexed: 03/03/2025]
Abstract
BACKGROUND Allogeneic hematopoietic stem transplantation (allo-HSCT) constitutes a curative treatment for various hematological malignancies. However, various complications limit the therapeutic efficacy of this approach, increasing the morbidity and decreasing the overall survival of allo-HSCT recipients. In everyday clinical practice, various laboratory and clinical biomarkers and scorning systems have been developed and implemented focusing on the recognition of high-risk patients for organ dysfunction-related complications and those who might experience low overall survival. However, the predictive accuracy of developed scores has been reported deficient in some studies. The aim of the current retrospective study is to develop a machine learning (ML) model to predict the long-term survivorship of patients who receive allo-HSCT based on clinical pre- and post-allo-HSCT variables, and on transplantation-related characteristics. METHODS For this purpose, a database of 564 allo-HSCT recipients incorporating 16 clinical and laboratory variables and the survivorship status of the patients during follow-up (Alive, Dead, Alive but follow-up less than 24 months) was used. An ML model was developed and tested, based on the previously published Data Ensemble Refinement Greedy Algorithm (DEGRA) algorithm. RESULTS A predictive ML model was built with 92.02 % accuracy. The eight parameters included in the algorithm were the following: CD34+ cells infused, patients' age and gender, conditioning regimen toxicity, disease risk index (DRI), graft source, and platelet and neutrophil engraftment. CONCLUSION To our knowledge, this is the first AI model incorporating post-HSCT variables for the prediction of mortality in adult HSCT recipients. In the era of precision medicine, the recognition of patients who undergo allo-HSCT and face a great risk for mortality and morbidity, with high-accuracy algorithms is crucial.
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Affiliation(s)
- Panagiotis G Asteris
- Computational Mechanics Laboratory, School of Pedagogical and Technological Education, Athens, Greece.
| | - Amir H Gandomi
- Faculty of Engineering & IT, University of Technology Sydney, Sydney, NSW 2007, Australia; University Research and Innovation Center (EKIK), Óbuda University, 1034 Budapest, Hungary.
| | - Danial J Armaghani
- School of Civil and Environmental Engineering, University of Technology Sydney, NSW 2007, Australia.
| | - Ahmed Salih Mohammed
- Engineering Department, American University of Iraq, Sulaimani, Kurdistan, Iraq.
| | - Zoi Bousiou
- Hematology Department - BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Ioannis Batsis
- Hematology Department - BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Nikolaos Spyridis
- Hematology Department - BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | | | - Anna Vardi
- Hematology Department - BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Evangelia Yannaki
- Hematology Department - BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece.
| | - Leonidas Triantafyllidis
- Computational Mechanics Laboratory, School of Pedagogical and Technological Education, Athens, Greece
| | - Evangelos I Koutras
- Computational Mechanics Laboratory, School of Pedagogical and Technological Education, Athens, Greece.
| | - Nikos Zygouris
- Computational Mechanics Laboratory, School of Pedagogical and Technological Education, Athens, Greece.
| | | | - Nikolaos A Fountas
- Department of Mechanical Engineering Educators, School of Pedagogical and Technological Education, Athens, Greece
| | - Nikolaos M Vaxevanidis
- Department of Mechanical Engineering Educators, School of Pedagogical and Technological Education, Athens, Greece.
| | - Abidhan Bardhan
- Civil Engineering Department, National Institute of Technology Patna, Bihar, India.
| | - Pijush Samui
- Civil Engineering Department, National Institute of Technology Patna, Bihar, India.
| | | | - Jian Zhou
- Central South University, Changsha, China
| | | | - Paschalis Evangelidis
- 2nd Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece.
| | - Ioanna Sakellari
- Hematology Department - BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Eleni Gavriilaki
- 2nd Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
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7
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Kleeberg A, Luft T, Golkowski D, Purrucker JC. Endothelial dysfunction in acute ischemic stroke: a review. J Neurol 2025; 272:143. [PMID: 39812851 PMCID: PMC11735568 DOI: 10.1007/s00415-025-12888-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/22/2024] [Accepted: 12/28/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND AND PURPOSE Endothelial dysfunction is considered an emerging therapeutic target to prevent complications during acute stroke and to prevent recurrent stroke. This review aims to provide an overview of the current knowledge on endothelial dysfunction, outline the diagnostic methods used to measure it and highlight the drugs currently being investigated for the treatment of endothelial dysfunction in acute ischemic stroke. METHODS The PubMed® and ClinicalTrials.gov electronic databases were searched for eligible articles/studies dealing with endothelial dysfunction and stroke. The references of the articles were screened to identify additional sources. The data were abstracted and summarized. FINDINGS AND DISCUSSION Endothelial dysfunction can be measured by serum biomarkers as well as by ultrasound or plethysmography techniques. Drugs targeting endothelial dysfunction include widely used agents such as angiotensin-converting enzyme inhibitors or isosorbide mononitrate, but also experimental therapies such as endothelial progenitor cells. CONCLUSION The role of endothelial dysfunction in acute ischemic stroke has been studied increasingly in recent years. It has been shown that there is a correlation between endothelial dysfunction and parenchymal hematoma after endovascular thrombectomy. Also, early clinical trials are conducted investigating, e.g., endothelial progenitor cells in the treatment of endothelial dysfunction in ischemic stroke. Current research focuses on the integration of novel markers of endothelial dysfunction into routine clinical practice to support decision making in the treatment of acute ischemic stroke.
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Affiliation(s)
- Antonia Kleeberg
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany.
| | - Thomas Luft
- Department of Oncology and Hematology, University Hospital Heidelberg, Heidelberg, Germany
| | - Daniel Golkowski
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jan C Purrucker
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany
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8
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Çelik S, Kaynar L. Utilization of Clinical Data and Evaluation of Biomarkers in the Investigation of Graft-Versus-Host Disease Outcomes. Methods Mol Biol 2025; 2907:71-83. [PMID: 40100593 DOI: 10.1007/978-1-0716-4430-0_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
Graft-versus-host disease (GVHD) is one of the most important obstacles after allogeneic hematopoietic stem cell transplantation (allo-HCT). The mortality rate is around 50%, especially in severe GVHD. One of the most important clinical outcomes in GVHD is non-relapse mortality (NRM). NRM was defined as death without evidence of relapse or progression. Kaplan Meier, log-rank test, and Cox model are used in survival analysis methods. There are various biomarkers that assess clinical outcomes of GVHD. Damage-associated molecular patterns, pathogen-associated molecular patterns, microRNAs, markers of endothelial dysfunction, cytokines, and their receptors are used to predict the occurrence of GVHD and clinical outcomes in GVHD. Furthermore, the utilization of panels that assess many biomarkers has proven to be successful in predicting the clinical outcomes of GVHD, particularly NRM.
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Affiliation(s)
- Serhat Çelik
- Department of Hematology, Yenimahalle Training and Research Hospital, Yıldırım Beyazıt University, Ankara, Turkey
| | - Leylagül Kaynar
- Department of Hematology, Faculty of Medicine, Istanbul Medipol University, Istanbul, Turkey
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9
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Luft T. Endothelial Activation and Stress Index (EASIX): A Prognostic Marker for Mortality After Acute Graft-Versus-Host Disease and Endothelial Complications. Methods Mol Biol 2025; 2907:85-89. [PMID: 40100594 DOI: 10.1007/978-1-0716-4430-0_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
Acute graft-versus-host disease (aGVHD) is a potentially life-threatening complication after allogeneic stem cell transplantation (alloSCT) commonly treated with steroids. Steroid-refractory aGVHD is associated with thrombotic microangiopathy (TAM), supporting the notion of endothelial dysfunction as a risk factor for poor prognosis. Several diagnostic criteria exist to diagnose TAM; however, emerging data points to the clinical importance of the endothelial activation and stress index (EASIX) as biomarker in the context of alloSCT. The EASIX integrates three basic lab parameters (serum lactate dehydrogenase and creatinine concentrations with platelet counts) into one ratio that produces continuous values to allow monitoring of impending endothelial complications after alloSCT. This chapter provides an overview of the use of EASIX as prognostic marker for mortality after aGVHD and endothelial complications.
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Affiliation(s)
- Thomas Luft
- Internal Medicine V, Hematology, Oncology, and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany.
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10
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Baranwal A, Langer KJ, Kharfan-Dabaja MA, Ayala E, Foran J, Murthy H, Roy V, Iqbal M, Palmer J, Sproat LZ, Chhabra S, Khera N, Durani U, Hefazi M, Mangaonkar A, Shah MV, Litzow MR, Hogan WJ, Alkhateeb HB. Surrogates of Endothelial Injury Predict Survival After Post-transplant Cyclophosphamide. Transplant Cell Ther 2025; 31:16.e1-16.e9. [PMID: 39154913 DOI: 10.1016/j.jtct.2024.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 07/23/2024] [Accepted: 08/11/2024] [Indexed: 08/20/2024]
Abstract
Post-transplant cyclophosphamide (PT-Cy) is becoming the standard of care for preventing graft-versus-host disease (GVHD) following allogeneic hematopoietic stem cell transplant (alloHCT). Cyclophosphamide is associated with endothelial injury. We hypothesized that the endothelial activation and stress index (EASIX) score, being a marker of endothelial dysfunction, will predict non-relapse mortality (NRM) in alloHCT patients receiving PT-Cy for GVHD prophylaxis. We evaluate the prognostic ability of the hematopoietic cell transplantation-specific comorbidity index (HCT-CI) and EASIX scores, and report other factors influencing survival, in patients with hematologic malignancies undergoing alloHCT and receiving PT-Cy-based GVHD prophylaxis. Adult patients with hematologic malignancies who underwent alloHCT and received PT-Cy for GVHD prophylaxis at the three Mayo Clinic locations were included in this study. We retrospectively reviewed the Mayo Clinic database and the available electronic medical records to determine the patient, disease, and transplant characteristics. An HCT-CI score of ≥3 was considered high. The EASIX score was calculated from labs available between day -28 (of alloHCT) to the day of starting conditioning and analyzed on log2 transformed values. A log2-EASIX score ≥2.32 was considered high. The cumulative incidence of NRM was determined using competing risk analysis, with relapse considered as competing risk. Overall survival (OS) from transplant was determined using Kaplan-Meier and log-rank methods. Cox-proportional hazard method was used to evaluate factors impacting survival. A total of 199 patients were evaluated. Patients with a high log2-EASIX score had a significantly higher cumulative incidence of NRM at 1 year after alloHCT (34.5% versus 12.3%, P = .003). Competing risk analysis showed that a high log2-EASIX score (HR 2.92, 95% CI 1.38 to 6.17, P = .005) and pre-alloHCT hypertension (HR 2.15, 95% CI 1.06 to 4.36, P = .034) were independently predictive of 1 year-NRM. Accordingly, we combined the two factors to develop a composite risk model stratifying patients in low, intermediate, and high-risk groups: 111 (55.8%) patients were considered low-risk, 76 (38.2%) were intermediate and 12 (6%) were high-risk. Compared to patients in the low-risk group, the intermediate (HR 2.38, 95% CI 1.31 to 4.33, P = .005) and high-risk (HR 5.77, 95% CI 2.31 to 14.39, P < .001) groups were associated with a significantly inferior 1-year OS. Multiorgan failure (MOF) was among the common causes of NRM (14/32, 43.8%) particularly among patients with prior pulmonary comorbidities [7 (50%) patients]. Our study shows that EASIX score is predictive of survival after PT-Cy. The novel EASIX-HTN composite risk model may stratify patients prior to transplant. MOF is a common cause of NRM in patients receiving PT-Cy, particularly among patients with pulmonary comorbidities.
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Affiliation(s)
- Anmol Baranwal
- Division of Hematology, Mayo Clinic, Rochester, Minnesota; Cancer Centers of Southwest Oklahoma, Lawton, Oklahoma
| | | | | | - Ernesto Ayala
- Division of Hematology, Mayo Clinic, Jacksonville, Florida
| | - James Foran
- Division of Hematology, Mayo Clinic, Jacksonville, Florida
| | - Hemant Murthy
- Division of Hematology, Mayo Clinic, Jacksonville, Florida
| | - Vivek Roy
- Division of Hematology, Mayo Clinic, Jacksonville, Florida
| | - Madiha Iqbal
- Division of Hematology, Mayo Clinic, Jacksonville, Florida
| | - Jeanne Palmer
- Division of Hematology, Mayo Clinic, Phoenix, Arizona
| | - Lisa Z Sproat
- Division of Hematology, Mayo Clinic, Phoenix, Arizona
| | | | - Nandita Khera
- Division of Hematology, Mayo Clinic, Phoenix, Arizona
| | - Urshila Durani
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Mehrdad Hefazi
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | | | - Mithun V Shah
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Mark R Litzow
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
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11
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Wang J, Chen X, Qin C, Zeng X, Du X, Wang D. The endothelial activation and stress index is a potential prognostic indicator for patients with acute pancreatitis managed in the intensive care unit: a retrospective study. Front Med (Lausanne) 2024; 11:1498148. [PMID: 39722816 PMCID: PMC11668595 DOI: 10.3389/fmed.2024.1498148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 11/26/2024] [Indexed: 12/28/2024] Open
Abstract
Background The endothelial activation and stress index (EASIX) serves as a dependable and efficient surrogate marker for endothelial dysfunction, which plays an essential role in the pathophysiology of acute pancreatitis (AP). Hence, we investigated the prognostic value of EASIX in AP. Methods This was a retrospective study, using patient information obtained from the Medical Information Market for Intensive Care-IV (MIMIC-IV) database. EASIX was calculated using lactate dehydrogenase, serum creatinine, and platelet counts obtained during the first measurement within 24 h of admission. Patients were grouped into three cohorts based on log2-transformed EASIX. The main endpoint of the study was 28-day all-cause mortality (ACM) in AP patients, with the secondary endpoint being 90-day ACM. The relationship between EASIX and prognosis in patients with AP was evaluated using Cox proportional hazards models, Kaplan-Meier curves, restricted cubic spline (RCS) curves, and subgroup analyses. Receiver operating characteristic (ROC) curves were constructed to evaluate the predictive performance of EASIX compared to other indicators. Results The study cohort comprised 620 patients in total. Multivariate Cox proportional hazards analysis indicated that an increased log2 (EASIX) was linked to a higher risk of 28-day ACM in AP patients (HR, 1.32; 95% CI: 1.14-1.52; p < 0.001). The risk of 28-day ACM was higher in Tertiles 2 and 3 compared with Tertile 1 [(HR, 2.80; 95% CI: 1.21-6.45); (HR, 3.50; 95% CI: 1.42-8.66)]. Comparable findings were noted for 90-day ACM. Kaplan-Meier curves demonstrated that patients with elevated log2 (EASIX) had lower 28- and 90-day survival rates. The RCS curves suggested a non-linear relationship between log2 (EASIX) and 28- and 90-day ACM. ROC curves indicated that log2 (EASIX) was not inferior to sequential organ failure assessment and systemic inflammatory response syndrome scores in predicting the prognosis of patients with AP. Subgroup analyses demonstrated no interaction between log2 (EASIX) and any subgroup. Conclusion Elevated EASIX levels were significantly correlated with a heightened risk of 28- and 90-day ACM in AP patients.
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Affiliation(s)
- Jianjun Wang
- Department of Hepatobiliary Surgery, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
- NHC Key Laboratory of Nuclear Technology Medical Transformation, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
| | - Xi Chen
- Department of Hepatobiliary Surgery, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
| | - Chuan Qin
- Department of Hepatobiliary Surgery, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
| | - Xintao Zeng
- Department of Hepatobiliary Surgery, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
| | - Xiaobo Du
- Department of Oncology, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
| | - Decai Wang
- NHC Key Laboratory of Nuclear Technology Medical Transformation, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
- Department of Urology, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China
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12
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Salas MQ, Rodríguez-Lobato LG, Charry P, Suárez-Lledó M, Pedraza A, Solano MT, Arcarons J, Cid J, Lozano M, Rosiñol L, Esteve J, Carreras E, Fernández-Avilés F, Martínez C, Rovira M. Applicability and validation of different prognostic scores in allogeneic hematopoietic cell transplant (HCT) in the post-transplant cyclophosphamide era. Hematol Transfus Cell Ther 2024; 46 Suppl 6:S3-S12. [PMID: 37891074 PMCID: PMC11726033 DOI: 10.1016/j.htct.2023.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 07/21/2023] [Indexed: 10/29/2023] Open
Abstract
We investigated the predictive capacity of six prognostic indices [Karnofsky Performance Status (KPS), Hematopoietic Cell Transplant-Specific Comorbidity Index (HCT-CI), Disease Risk Index (DRI), European Bone Marrow Transplantation (EBMT) and Revised Pre-Transplantation Assessment of Mortality (rPAM) Scores and Endothelial Activation and Stress Index (EASIX)] in 205 adults undergoing post-transplant cyclophosphamide (PTCy)-based allo-HCT. KPS, HCT-CI, DRI and EASIX grouped patients into higher and lower risk strata. KPS and EASIX maintained appropriate discrimination for OS prediction across the first 2 years after allo-HCT [receiver operating characteristic curve (area under the curve (AUC) > 55 %)]. The discriminative capacity of DRI and HCT-CI increased during the post-transplant period, with a peak of prediction at 2 years (AUC of 61.1 % and 61.8 %). The maximum rPAM discriminative capacity was at 1 year (1-year AUC of 58.2 %). The predictive capacity of the EBMT score was not demonstrated. This study validates the discrimination capacity for OS prediction of KPS, HCT-CI, DRI and EASIX in PTCy-based allo-HCT.
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Affiliation(s)
- María Queralt Salas
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Paola Charry
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Maria Suárez-Lledó
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Alexandra Pedraza
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - María Teresa Solano
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Jordi Arcarons
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Joan Cid
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Josep Carreras Leukemia Research Institute (Clinic Campus), Barcela, Spain
| | - Miquel Lozano
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Josep Carreras Leukemia Research Institute (Clinic Campus), Barcela, Spain
- University of Barcelona, Barcelona, Spain
| | - Laura Rosiñol
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Jordi Esteve
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Enric Carreras
- Josep Carreras Leukemia Research Institute (Clinic Campus), Barcela, Spain
| | - Francesc Fernández-Avilés
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Carmen Martínez
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Josep Carreras Leukemia Research Institute (Clinic Campus), Barcela, Spain
- University of Barcelona, Barcelona, Spain
| | - Montserrat Rovira
- Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Josep Carreras Leukemia Research Institute (Clinic Campus), Barcela, Spain
- University of Barcelona, Barcelona, Spain
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13
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Finke D, Hund H, Frey N, Luft T, Lehmann LH. Endothelial activation and stress index (EASIX) in coronary artery disease: a simplified measure as a promising biomarker. Clin Res Cardiol 2024; 113:1775-1777. [PMID: 39535591 PMCID: PMC11579068 DOI: 10.1007/s00392-024-02566-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 10/16/2024] [Indexed: 11/16/2024]
Affiliation(s)
- Daniel Finke
- Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Heidelberg, Mannheim, Germany
| | - Hauke Hund
- Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Heidelberg, Mannheim, Germany
| | - Norbert Frey
- Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Heidelberg, Mannheim, Germany
| | - Thomas Luft
- Internal Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany.
| | - Lorenz H Lehmann
- Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany.
- German Center for Cardiovascular Research (DZHK), Heidelberg, Mannheim, Germany.
- German Cancer Research Center (DKFZ), Heidelberg, Germany.
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14
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Gavriilaki E, Demosthenous C, Evangelidis P, Bousiou Z, Batsis I, Vardi A, Mallouri D, Koravou EE, Spyridis N, Panteliadou A, Karavalakis G, Masmanidou M, Touloumenidou T, Papalexandri A, Poziopoulos C, Yannaki E, Sakellari I, Politou M, Papassotiriou I. Soluble Urokinase-Type Plasminogen Activator Receptor (suPAR), Growth Differentiation Factor-15 (GDF-15), and Soluble C5b-9 (sC5b-9) Levels Are Significantly Associated with Endothelial Injury Indices in CAR-T Cell Recipients. Int J Mol Sci 2024; 25:11028. [PMID: 39456810 PMCID: PMC11507105 DOI: 10.3390/ijms252011028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/09/2024] [Accepted: 10/13/2024] [Indexed: 10/28/2024] Open
Abstract
Endothelial injury indices, such as Endothelial Activation and Stress Index (EASIX), modified EASIX (m-EASIX), and simplified EASIX (s-EASIX) scores, have been previously associated with chimeric antigen receptor-T (CAR-T) cell immunotherapy complications. Soluble urokinase-type plasminogen activator receptor (suPAR), growth differentiation factor-15 (GDF-15), and soluble C5b-9 (sC5b-9) have been described as markers of endothelial injury post-hematopoietic stem cell transplantation. In the current study, we examined whether suPAR, GDF-15, and sC5b-9 levels were associated with endothelial injury indices in adult CAR-T cell recipients. The levels of these markers were measured in patients before CAR-T cell infusion and in healthy individuals with immunoenzymatic methods. We studied 45 CAR-T cell recipients and 20 healthy individuals as the control group. SuPAR, GDF-15, and sC5b-9 levels were significantly higher in the patients' group compared to the healthy control group (p < 0.001, in all comparisons). SuPAR levels at baseline were associated with the m-EASIX scores calculated at the same time point (p = 0.020), while suPAR and GDF-15 concentrations were correlated with EASIX scores at day 14 post-infusion (p < 0.001 in both comparisons). Moreover, sC5b-9 levels were correlated with the s-EASIX scores at infusion (p = 0.008) and the EASIX scores at day 14 (p = 0.005). In our study, sC5b9, suPAR, and GDF-15 levels were found to reflect endothelial injury in CAR-T cell recipients.
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Affiliation(s)
- Eleni Gavriilaki
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
- Second Propedeutic Department of Internal Medicine, Hippocration Hospital, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece;
| | - Christos Demosthenous
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Paschalis Evangelidis
- Second Propedeutic Department of Internal Medicine, Hippocration Hospital, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece;
| | - Zoi Bousiou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Ioannis Batsis
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Anna Vardi
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Despina Mallouri
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Eudoxia-Evaggelia Koravou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Nikolaos Spyridis
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Alkistis Panteliadou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Georgios Karavalakis
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Marianna Masmanidou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Tasoula Touloumenidou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Apostolia Papalexandri
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | | | - Evangelia Yannaki
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Ioanna Sakellari
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (C.D.); (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (N.S.); (A.P.); (G.K.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Marianna Politou
- Thrombosis–Bleeding–Transfusion Medicine Postgraduate Studies, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece;
- Hematology Laboratory-Blood Bank, Aretaieion Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Ioannis Papassotiriou
- First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece;
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15
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Frenking JH, Zhou X, Wagner V, Hielscher T, Kauer J, Mai EK, Friedrich MJ, Michel CS, Hajiyianni M, Breitkreutz I, Costello P, Nadeem O, Weinhold N, Goldschmidt H, Schmitt A, Luft T, Schmitt M, Müller-Tidow C, Topp M, Einsele H, Dreger P, Munshi NC, Sperling AS, Rasche L, Sauer S, Raab MS. EASIX-guided risk stratification for complications and outcome after CAR T-cell therapy with ide-cel in relapsed/refractory multiple myeloma. J Immunother Cancer 2024; 12:e009220. [PMID: 39379098 PMCID: PMC11459298 DOI: 10.1136/jitc-2024-009220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Chimeric antigen receptor (CAR) T-cell therapy has demonstrated significant benefits in the treatment of relapsed/refractory multiple myeloma (RRMM). However, these outcomes can be compromised by severe complications, including cytokine release syndrome, immune effector cell-associated neurotoxicity syndrome (ICANS) and immune effector cell-associated hematotoxicity (ICAHT), predisposing for life-threatening infections. METHODS This retrospective observational study examined a total of 129 patients with RRMM who had received idecabtagene vicleucel (ide-cel) at two major myeloma centers in Germany and one center in the USA to assess the Endothelial Activation and Stress Index (EASIX) as a risk marker for an unfavorable clinical course and outcome after CAR T-cell therapy. EASIX is calculated by lactate dehydrogenase (U/L) × creatinine (mg/dL) / platelets (109 cells/L) and was determined before lymphodepletion (baseline) and at the day of CAR T-cell infusion (day 0). The analysis was extended to EASIX derivatives and the CAR-HEMATOTOX score. RESULTS An elevated baseline EASIX (>median) was identified as a risk marker for severe late ICAHT, manifesting with an impaired hematopoietic reconstitution and pronounced cytopenias during the late post-CAR-T period. Patients with high EASIX levels (>upper quartile) were particularly at risk, as evidenced by an increased rate of an aplastic phenotype of neutrophil recovery, severe late-onset infections and ICANS. Finally, we found associations between baseline EASIX and an inferior progression-free and overall survival. Moreover, the EASIX at day 0 also demonstrated potential to serve as a risk marker for post-CAR-T complications and adverse outcomes. CONCLUSIONS In conclusion, EASIX aids in risk stratification at clinically relevant time points prior to CAR T-cell therapy with ide-cel. Increased EASIX levels might help clinicians to identify vulnerable patients to adapt peri-CAR-T management at an early stage.
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Affiliation(s)
- Jan H Frenking
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center, Heidelberg, Baden-Württemberg, Germany
| | - Xiang Zhou
- Internal Medicine II, University Hospital of Würzburg, Würzburg, Bayern, Germany
| | - Vivien Wagner
- Internal Medicine II, University Hospital of Würzburg, Würzburg, Bayern, Germany
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Baden-Württemberg, Germany
| | - Joseph Kauer
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Baden-Württemberg, Germany
| | - Elias K Mai
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Mirco J Friedrich
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- Eli and Edythe L Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Christian S Michel
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Marina Hajiyianni
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Iris Breitkreutz
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Patrick Costello
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Omar Nadeem
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Niels Weinhold
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center, Heidelberg, Baden-Württemberg, Germany
| | - Hartmut Goldschmidt
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- National Center for Tumor Diseases, Heidelberg, Baden-Württemberg, Germany
| | - Anita Schmitt
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Thomas Luft
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Michael Schmitt
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Carsten Müller-Tidow
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- National Center for Tumor Diseases, Heidelberg, Baden-Württemberg, Germany
| | - Max Topp
- Internal Medicine II, University Hospital of Würzburg, Würzburg, Bayern, Germany
| | - Hermann Einsele
- Internal Medicine II, University Hospital of Würzburg, Würzburg, Bayern, Germany
| | - Peter Dreger
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Nikhil C Munshi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Adam S Sperling
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Division of Hematology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Leo Rasche
- Internal Medicine II, University Hospital of Würzburg, Würzburg, Bayern, Germany
| | - Sandra Sauer
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Marc S Raab
- Department of Medicine V, University Hospital and Medical Faculty Heidelberg, Heidelberg, Baden-Württemberg, Germany
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center, Heidelberg, Baden-Württemberg, Germany
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Jeong JH, Heo M, Park S, Lee SH, Park O, Kim T, Yeo HJ, Jang JH, Cho WH, Yoo JW. Association between Age-Adjusted Endothelial Activation and Stress Index and Intensive Care Unit Mortality in Patients with Severe COVID-19. Tuberc Respir Dis (Seoul) 2024; 87:524-531. [PMID: 39044336 PMCID: PMC11468444 DOI: 10.4046/trd.2024.0081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/27/2024] [Accepted: 07/21/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUND Endothelial activation and stress index (EASIX) reflects endothelial dysfunction or damage. Because endothelial dysfunction is one of the key mechanisms, a few studies have shown the clinical usefulness of original and age-adjusted EASIX (age-EASIX) in patients with coronavirus disease 2019 (COVID-19). We aimed to evaluate the clinical utility of age-EASIX in predicting intensive care unit (ICU) mortality in critically ill patients with COVID-19 in South Korea. METHODS Secondary analysis was performed using clinical data retrospectively collected from 22 nationwide hospitals in South Korea between January 1, 2020, and August 31, 2021. Patients were at least 19 years old and admitted to the ICU for severe COVID-19, demanding at least high-flow nasal cannula oxygen therapy. EASIX [lactate dehydrogenase (U/L)×creatinine (mg/dL)/platelet count (109 cells/L)] and age-EASIX (EASIX×age) were calculated and log2-transformed. RESULTS The mean age of 908 critically ill patients with COVID-19 was 67.4 years with 59.7% male sex. The mean log2 age-EASIX was 7.38±1.45. Non-survivors (n=222, 24.4%) in the ICU had a significantly higher log2 age-EASIX than of survivors (8.2±1.52 vs. 7.1±1.32, p<0.001). log2 age-EASIX was significantly associated with ICU mortality (odds ratio, 1.541; 95% confidence interval, 1.322 to 1.796; p<0.001) and had a better area under the receiver operating characteristic curve than of the sequential organ failure assessment (SOFA) score in predicting ICU mortality (0.730 vs. 0.660, p=0.001). CONCLUSION Age-EASIX is significantly associated with ICU mortality and has better discriminatory ability than the SOFA score in predicting ICU mortality.
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Affiliation(s)
- Jong Hwan Jeong
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, Republic of Korea
| | - Manbong Heo
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, Republic of Korea
| | - Sunghoon Park
- Division of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
| | - Su Hwan Lee
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Onyu Park
- BioMedical Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Taehwa Kim
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Hye Ju Yeo
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Jin Ho Jang
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Woo Hyun Cho
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Jung-Wan Yoo
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, Republic of Korea
| | - on behalf of the Korean Intensive Care Study Group
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, Republic of Korea
- Division of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Republic of Korea
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- BioMedical Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Republic of Korea
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17
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Finke D, Hund H, Frey N, Luft T, Lehmann LH. EASIX (endothelial activation and stress index) predicts mortality in patients with coronary artery disease. Clin Res Cardiol 2024:10.1007/s00392-024-02534-y. [PMID: 39256221 DOI: 10.1007/s00392-024-02534-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 08/22/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND Coronary interventions reduce morbidity and mortality in patients with acute coronary syndrome. However, the risk of mortality for patients with coronary artery disease (CAD) additionally depends on their systemic endothelial health status. The 'Endothelial Activation and Stress Index' (EASIX) predicts endothelial complications and survival in diverse clinical settings. OBJECTIVE We hypothesized that EASIX may predict mortality in patients with CAD. METHODS In 1283 patients undergoing coronary catheterization (CC) and having a diagnosis of CAD, EASIX was measured within 52 days (range - 1 year to - 14 days) before CC and correlated with overall survival. In an independent validation cohort of 1934 patients, EASIXval was measured within 174 days (+ 28 days to + 11 years) after CC. RESULTS EASIX predicted the risk of mortality after CC (per log2: hazard ratio (HR) 1.29, 95% confidence interval: [1.18-1.41], p < 0.001) in multivariable Cox regression analyses adjusting for age, sex, a high-grade coronary stenosis ≥ 90%, left ventricular ejection fraction, arterial hypertension and diabetes. In the independent cohort, EASIX correlated with EASIXval with rho = 0.7. The long-term predictive value of EASIXval was confirmed (per log2: HR 1.53, [1.42-1.64], p < 0.001) and could be validated by integrated Brier score and concordance index. Pre-established cut-offs (0.88-2.32) associated with increased mortality (cut-off 0.88: HR training: 1.63; HR validation: 1.67, p < 0.0001 and cut-off 2.32: HR training: 3.57; HR validation: 4.65, p < 0.0001). CONCLUSIONS We validated EASIX as a potential biomarker to predict death of CAD patients, irrespective of the timing either before or after catheterization.
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Affiliation(s)
- Daniel Finke
- Department of Cardiology, Medizinische Klinik III, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Partnersite Heidelberg/Mannheim, Heidelberg, Germany
| | - Hauke Hund
- Department of Cardiology, Medizinische Klinik III, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Norbert Frey
- Department of Cardiology, Medizinische Klinik III, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
- German Center for Cardiovascular Research (DZHK), Partnersite Heidelberg/Mannheim, Heidelberg, Germany
| | - Thomas Luft
- Department of Oncology and Haematology, Medizinische Klinik V, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.
| | - Lorenz H Lehmann
- Department of Cardiology, Medizinische Klinik III, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.
- German Center for Cardiovascular Research (DZHK), Partnersite Heidelberg/Mannheim, Heidelberg, Germany.
- German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
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18
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Tachibana T, Miyazaki T, Matsumura A, Hagihara M, Tanaka M, Koyama S, Ogusa E, Aoki J, Nakajima Y, Takahashi H, Suzuki T, Ishii Y, Teshigawara H, Matsumoto K, Hatayama M, Izumi A, Ikuta K, Yamamoto K, Kanamori H, Fujisawa S, Nakajima H. Investigation of biomarkers to predict outcomes in allogeneic hematopoietic stem cell transplantation. Cytotherapy 2024; 26:921-929. [PMID: 38625069 DOI: 10.1016/j.jcyt.2024.03.490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 03/07/2024] [Accepted: 03/22/2024] [Indexed: 04/17/2024]
Abstract
BACKGROUND Various biomarkers have been developed and evaluated to predict the prognosis and complications of allogeneic hematopoietic cell transplantation (HCT). Most previous studies conducted on different biomarkers evaluated single effects such as those associated with inflammation, immunology, iron metabolism, and nutrition, and only a few studies have comprehensively analyzed markers. OBJECTIVE The study aimed to survey comprehensive multiple markers prior to HCT and extract those that significantly predict the outcomes. STUDY DESIGN A prospective multicenter observational study was performed. (UMIN000013506) Patients undergoing HCT for hematologic diseases were consecutively enrolled. Besides the usual clinical biomarkers, serum samples for extra-clinical biomarkers were collected and cryopreserved before starting the conditioning regimen. A total of 32 candidate biomarkers were selected, 23 from hematology, biochemistry, immunology, nutrition, and iron metabolism, and 9 from composite markers. Based on the area under the curve (AUC) values for survival, promising biomarkers was extracted. Internal validation for these markers was applied based on bootstrap methods. Setting the cut-off values for them, log-rank test was applied and outcomes including overall survival (OS), relapse, and non-relapse mortality (NRM) were evaluated using multivariate analyses. Furthermore, detailed analysis including transplant-related complications and external validation were conducted focusing on C-reactive protein (CRP) to platelet (Plt) ratio. RESULTS A total of 152 patients with hematologic malignancies were enrolled from April 2014 to March 2017. CRP, soluble interleukin-2 receptor (IL2R), CRP to albumin (Alb) ratio, CRP to Plt ratio, Plt to IL2R ratio, and IL2R to Alb ratio were identified as promising markers. Internal validation successfully confirmed their reliability of AUC and multivariate analysis demonstrated the statistical significance between the higher and the lower markers. Above all, a higher CRP to Plt ratio was significantly associated with a lower OS (hazard ratio [HR] 2.77; 95% confidence interval [CI] 1.30-5.91; P = 0.008) and higher non-relapse mortality rates (HR 2.79; 95%CI 1.14-6.80; P = 0.024) at 180 days. Furthermore, univariate analysis showed that a higher CRP to Plt ratio was significantly associated with a higher incidence of sinusoidal obstructive syndrome (P < 0.001) and bloodstream infection (P = 0.027). An external validation test confirmed the significance of the CRP to Plt ratio for these outcomes. CONCLUSION The multicenter prospective observational study successfully identified significant biomarkers in patients with hematologic malignancies who received HCT. In particular, CRP to Plt ratio was identified as a novel and useful biomarker for predicting transplant outcomes. Further investigations are needed to validate the novel markers, analysis of the pathophysiology, and application to treatment settings other than HCT.
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Affiliation(s)
- Takayoshi Tachibana
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan.
| | - Takuya Miyazaki
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ayako Matsumura
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Maki Hagihara
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Masatsugu Tanaka
- Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan
| | - Satoshi Koyama
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan; Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan; Department of Hematology, Yokohama City University Medical Center, Yokohama, Japan
| | - Eriko Ogusa
- Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan; Department of Hematology, Yokohama City University Medical Center, Yokohama, Japan
| | - Jun Aoki
- Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan
| | - Yuki Nakajima
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hiroyuki Takahashi
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Taisei Suzuki
- Department of Hematology, Yokohama City University Medical Center, Yokohama, Japan
| | - Yoshimi Ishii
- Department of Hematology, Yokohama City University Medical Center, Yokohama, Japan
| | - Haruka Teshigawara
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kenji Matsumoto
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Mayumi Hatayama
- Division of Metabolism and Biosystemic Science, Gastroenterology and Hematology/Oncology, Department of Medicine, Asahikawa Medical University, Asahikawa, Japan
| | - Akihiko Izumi
- Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan
| | - Katsuya Ikuta
- Division of Metabolism and Biosystemic Science, Gastroenterology and Hematology/Oncology, Department of Medicine, Asahikawa Medical University, Asahikawa, Japan; Japanese Red Cross Hokkaido Blood Center, Sapporo, Japan
| | - Koji Yamamoto
- Department of Biostatics, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Heiwa Kanamori
- Department of Hematology, Kanagawa Cancer Center, Yokohama, Japan
| | - Shin Fujisawa
- Department of Hematology, Yokohama City University Medical Center, Yokohama, Japan
| | - Hideaki Nakajima
- Department of Hematology and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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Escribano-Serrat S, Rodríguez-Lobato LG, Suárez-Lledó M, Pedraza A, Charry P, Cid J, Lozano M, Esteve J, Rosiñol L, Fernández-Avilés F, Carreras E, Díaz-Ricart M, Martínez C, Rovira M, Salas MQ. Improving the EASIX' predictive power for NRM in adults undergoing allogeneic hematopoietic cell transplantation. Bone Marrow Transplant 2024; 59:1022-1024. [PMID: 38521886 DOI: 10.1038/s41409-024-02267-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 03/04/2024] [Accepted: 03/06/2024] [Indexed: 03/25/2024]
Affiliation(s)
- Silvia Escribano-Serrat
- Hematopathology, Pathology Department, CDB, IDIBAPS, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - María Suárez-Lledó
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Alexandra Pedraza
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Paola Charry
- Apheresis & Cellular Therapy Unit, Department of Hemotherapy and Hemostasis, ICMHO, IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Joan Cid
- Apheresis & Cellular Therapy Unit, Department of Hemotherapy and Hemostasis, ICMHO, IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Miquel Lozano
- Apheresis & Cellular Therapy Unit, Department of Hemotherapy and Hemostasis, ICMHO, IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Jordi Esteve
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Laura Rosiñol
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Francesc Fernández-Avilés
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Enric Carreras
- Fundació i Institut de Recerca Josep Carreras contra la leucèmia (Campus Clínic), Barcelona, Spain
| | - Maribel Díaz-Ricart
- Hematopathology, Pathology Department, CDB, IDIBAPS, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Carmen Martínez
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - Montserrat Rovira
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain
| | - María Queralt Salas
- Hematopoietic Transplantation Unit and Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), IDIBAPS, Hospital Clínic, Barcelona, Spain.
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20
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Zhang Q, Zhu X, Xiao Y. The critical role of endothelial cell in the toxicity associated with chimeric antigen receptor T cell therapy and intervention strategies. Ann Hematol 2024; 103:2197-2206. [PMID: 38329486 PMCID: PMC11224091 DOI: 10.1007/s00277-024-05640-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 01/21/2024] [Indexed: 02/09/2024]
Abstract
Chimeric antigen receptor (CAR)-T cell therapy has shown promising results in patients with hematological malignancies. However, many patients still have poor prognoses or even fatal outcomes due to the life-threatening toxicities associated with the therapy. Moreover, even after improving the known influencing factors (such as number or type of CAR-T infusion) related to CAR-T cell infusion, the results remain unsatisfactory. In recent years, it has been found that endothelial cells (ECs), which are key components of the organization, play a crucial role in various aspects of immune system activation and inflammatory response. The levels of typical markers of endothelial activation positively correlated with the severity of cytokine release syndrome (CRS) and immune effector cell-associated neurotoxic syndrome (ICANS), suggesting that ECs are important targets for intervention and toxicity prevention. This review focuses on the critical role of ECs in CRS and ICANS and the intervention strategies adopted.
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Affiliation(s)
- Qi Zhang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaojian Zhu
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
| | - Yi Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
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21
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Tolosa-Ridao C, Cascos E, Rodríguez-Lobato LG, Pedraza A, Suárez-Lledó M, Charry P, Solano MT, Martinez-Sanchez J, Cid J, Lozano M, Rosiñol L, Esteve J, Urbano-Ispizua Á, Fernández-Avilés F, Martínez C, Carreras E, Díaz-Ricart M, Rovira M, Salas MQ. EASIX and cardiac adverse events after allogeneic hematopoietic cell transplantation. Bone Marrow Transplant 2024; 59:974-982. [PMID: 38521885 DOI: 10.1038/s41409-024-02270-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 03/25/2024]
Abstract
This study investigates the interaction between endothelial activation, indirectly measured using EASIX, and the probability of presenting cardiac adverse events (CAE) during the first year after allo-HCT. The 437 consecutive adults undergoing PB allo-HCT from 2012 and 2021 were included. EASIX was retrospectively calculated before and during the first 6 months after allo-HCT and transformed to log2-base to conduct the statistical analysis. The median age was 53, 46 (10.5%) patients had previous history of cardiac disease, MAC allo-HCTs were performed in 186 (42.6%) patients, and PTCY was administered in 242 (55.5%). The 1-year incidence of CAE was 12.6% (n = 55). The most prevalent cardiac events were heart failure and arrhythmias, 32.7% and 23.6% respectively, and the day +100 mortality rate of these patients was 40.5%. During the first 6 months after allo-HCT, EASIX trends were significantly higher in patients who developed CAE. Regression analyses confirmed that higher log2-EASIX values were predictors for higher risk for CAE during the first year after allo-HCT. This analysis identifies a significant association between higher endothelial activation, indirectly measured using EASIX, and higher risk for cardiac toxicity diagnosed during the first year after allo-HCT and extends the applicability of EASIX for identifying patients at risk for CAE.
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Affiliation(s)
- Carles Tolosa-Ridao
- Hematology Department, Hospital Universitari Mútua Terrassa, Barcelona, Spain
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Enric Cascos
- Cardiology Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Alexandra Pedraza
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - María Suárez-Lledó
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Paola Charry
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Apheresis and Cellular Therapy Unit, Hemotherapy and Hemostasis Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - María Teresa Solano
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Julia Martinez-Sanchez
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Joan Cid
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Apheresis and Cellular Therapy Unit, Hemotherapy and Hemostasis Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Miquel Lozano
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Apheresis and Cellular Therapy Unit, Hemotherapy and Hemostasis Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Laura Rosiñol
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Jordi Esteve
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Álvaro Urbano-Ispizua
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Francesc Fernández-Avilés
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Carmen Martínez
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Enric Carreras
- Fundació i Institut de Reserca Josep Carreras Contra la Leucèmia, Barcelona, Spain
| | - Maribel Díaz-Ricart
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Montserrat Rovira
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - María Queralt Salas
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology (ICMHO), Hospital Clínic de Barcelona, Barcelona, Spain.
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
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22
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Dachy G, Vankeerbergen M, Vanlangendonck N, Straetmans N, Lambert C, Hermans C, Poiré X. Von Willebrand factor as a potential predictive biomarker of early complications of endothelial origin after allogeneic hematopoietic stem cell transplantation. Bone Marrow Transplant 2024; 59:890-892. [PMID: 38459172 DOI: 10.1038/s41409-024-02242-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 02/01/2024] [Accepted: 02/05/2024] [Indexed: 03/10/2024]
Affiliation(s)
- Guillaume Dachy
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium.
| | - Marine Vankeerbergen
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Nicolas Vanlangendonck
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Nicole Straetmans
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Catherine Lambert
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Cédric Hermans
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Xavier Poiré
- Service d'Hématologie, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
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23
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Wang R, Jiang Y, He M, Xu J. EASIX is an effective marker in predicting mortality of traumatic brain injury patients. Eur J Med Res 2024; 29:300. [PMID: 38807251 PMCID: PMC11134687 DOI: 10.1186/s40001-024-01899-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/21/2024] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND The Endothelial Activation and Stress Index (EASIX) is a novel marker of endothelial injury and correlates with survival of various patients. The endothelial dysfunction plays an important role on the pathophysiological process of traumatic brain injury (TBI). This study was designed to explore the prognostic value of EASIX on TBI patients. METHODS 358 TBI patients hospitalized in the West China hospital between October 2018 and October 2022 were enrolled for this study. The EASIX was calculated based on the formula: lactate dehydrogenase (U/L) × creatinine (mg/dL)/platelets (109 cells/L). The univariate and multivariate logistic regression with forward method was performed to explore the association between EASIX and mortality. A prognostic model was developed combining significant risk factors in the multivariate logistic regression. The receiver operating characteristic (ROC) curve was used to compare the predictive accuracy of the EASIX and the developed model. RESULTS The 30-day mortality of enrolled 358 TBI patients was 51.1%. Non-survivors had higher EASIX than survivors (p < 0.001). The multivariate logistic regression confirmed seven risk factors for mortality of TBI including injury mechanism (p = 0.010), GCS (p < 0.001), glucose (p < 0.001), EASIX (p = 0.017), subdural hematoma (p = 0.012), coagulopathy (p = 0.001). The AUC of EASIX, SOFA, GCS was 0.747, 0.748 and 0.774, respectively. The AUC of developed predictive model was 0.874 with the sensitivity of 0.913 and specificity of 0.686. CONCLUSIONS The EASIX is a reliable marker for predicting mortality of TBI patients. The predictive model incorporating EASIX is helpful for clinicians to evaluate the mortality risk of TBI patients.
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Affiliation(s)
- Ruoran Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Yuelin Jiang
- West China Clinical Medical College of Sichuan University, Chengdu, Sichuan, China
| | - Min He
- Department of Critical Care Medicine, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China.
| | - Jianguo Xu
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China.
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24
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Zhao Y, Zhang X, Zhang M, Guo R, Zhang Y, Pu Y, Zhu H, Liu P, Zhang Y, He X, Lyu C, Lyu H, Xiao X, Zhao M. Modified EASIX scores predict severe CRS/ICANS in patients with acute myeloid leukemia following CLL1 CAR-T cell therapy. Ann Hematol 2024; 103:969-980. [PMID: 38214708 DOI: 10.1007/s00277-024-05617-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024]
Abstract
Chimeric antigen receptor T (CAR-T) cell therapy targeting CLL1 has been considered a potent weapon for patients with acute myeloid leukemia (AML). This study aims to evaluate the efficacy and toxicity of CLL1 CAR-T cell therapy in a larger cohort, with particular attention to cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS). Among the 32 patients assessed for efficacy, complete remission occurred in 71.88% (23/32) of cases and undetectable minimal residual disease in 14 patients. The CRS developed in all patients, with 8 individuals experiencing ICANS. Severe CRS and ICANS were observed in 11 and 2 patients, respectively. Furthermore, the Endothelial Activation and Stress Index (EASIX) and its derivatives measured before and after CLL1 CAR-T cell infusion were employed for predicting the severe complications. Significant differences were observed in EASIX scores on the day before lymphodepletion (Day BL, P = 0.023), -1 (P < 0.001), +1 (P < 0.001), and +3(P = 0.014); sEASIX scores on Day BL (P = 0.007), -1 (P < 0.001), +1 (P < 0.001), and +3 (P < 0.001); and mEASIX score on Day -1 (P = 0.004) between patients with mild and severe CRS/ICANS. Additionally, there was a significant difference in mEASIX scores between responders and non-responders on Day BL (P = 0.004) and Day -1 (P = 0.044). Our findings indicate that pre- and post-infusion assessments of EASIX/mEASIX/sEASIX scores serve as reliable prognostic indicators for severe CRS/ICANS and treatment response following CLL1 CAR-T cell therapy, which can assist physicians in implementing preemptive treatment strategies for potential severe complications and screening patients who are suitable candidates for CLL1 CAR-T cell therapy. EASIX/mEASIX/sEASIX scores serve as reliable prognostic indicators for severe CRS/ICANS following CLL1 CAR-T cell therapy. The preinfusion mEASIX scores of CLL1 CAR-T cells can effectively predict treatment response.
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Affiliation(s)
- Yifan Zhao
- The First Central Clinical College of Tianjin Medical University, Tianjin, 300380, China
| | - Xiaomei Zhang
- Nankai University School of Medicine, Tianjin, 300380, China
| | - Meng Zhang
- The First Central Clinical College of Tianjin Medical University, Tianjin, 300380, China
| | - Ruiting Guo
- The First Central Clinical College of Tianjin Medical University, Tianjin, 300380, China
| | - Yi Zhang
- The First Central Clinical College of Tianjin Medical University, Tianjin, 300380, China
| | - Yedi Pu
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Haibo Zhu
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Pengjiang Liu
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Yu Zhang
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Xiaoyuan He
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Cuicui Lyu
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Hairong Lyu
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China
| | - Xia Xiao
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China.
| | - Mingfeng Zhao
- Department of Hematology, Tianjin First Central Hospital, Tianjin, 300380, China.
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25
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Mussetti A, Rius-Sansalvador B, Moreno V, Peczynski C, Polge E, Galimard JE, Kröger N, Blaise D, Peffault de Latour R, Kulagin A, Mousavi A, Stelljes M, Hamladji RM, Middeke JM, Salmenniemi U, Sengeloev H, Forcade E, Platzbecker U, Reményi P, Angelucci E, Chevallier P, Yakoub-Agha I, Craddock C, Ciceri F, Schroeder T, Aljurf M, Ch K, Moiseev I, Penack O, Schoemans H, Mohty M, Glass B, Sureda A, Basak G, Peric Z. Artificial intelligence methods to estimate overall mortality and non-relapse mortality following allogeneic HCT in the modern era: an EBMT-TCWP study. Bone Marrow Transplant 2024; 59:232-238. [PMID: 38007531 DOI: 10.1038/s41409-023-02147-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 10/04/2023] [Accepted: 11/03/2023] [Indexed: 11/27/2023]
Abstract
Allogeneic haematopoietic cell transplantation (alloHCT) has curative potential counterbalanced by its toxicity. Prognostic scores fail to include current era patients and alternative donors. We examined adult patients from the EBMT registry who underwent alloHCT between 2010 and 2019 for oncohaematological disease. Our primary objective was to develop a new prognostic score for overall mortality (OM), with a secondary objective of predicting non-relapse mortality (NRM) using the OM score. AI techniques were employed. The model for OM was trained, optimized, and validated using 70%, 15%, and 15% of the data set, respectively. The top models, "gradient boosting" for OM (AUC = 0.64) and "elasticnet" for NRM (AUC = 0.62), were selected. The analysis included 33,927 patients. In the final prognostic model, patients with the lowest score had a 2-year OM and NRM of 18 and 13%, respectively, while those with the highest score had a 2-year OM and NRM of 82 and 93%, respectively. The results were consistent in the subset of the haploidentical cohort (n = 4386). Our score effectively stratifies the risk of OM and NRM in the current era but do not significantly improve mortality prediction. Future prognostic scores can benefit from identifying biological or dynamic markers post alloHCT.
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Affiliation(s)
- A Mussetti
- Department of Haematology, Institut Català d'Oncologia - Hospitalet, IDIBELL, University of Barcelona, Barcelona, Spain.
| | - B Rius-Sansalvador
- Biomarkers and Susceptibility Unit (UBS), Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), L'Hospitalet del Llobregat, Barcelona, Spain
- ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - V Moreno
- Biomarkers and Susceptibility Unit (UBS), Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), L'Hospitalet del Llobregat, Barcelona, Spain
- ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - C Peczynski
- EBMT Paris Study Office, Department of Haematology, Saint Antoine Hospital, INSERM Unité Mixte de Recherche (UMR)-S 938, Sorbonne University, Paris, France
| | - E Polge
- EBMT Global Committee (Shanghai and Paris Offices) and Acute Leukaemia Working Party, Hospital Saint-Antoine APHP and Sorbonne University, Paris, France
| | | | - N Kröger
- Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - D Blaise
- Programme de Transplantation & Therapie Cellulaire, Centre de Recherche en Cancérologie de Marseille, Institut Paoli Calmettes, Marseille, France
| | - R Peffault de Latour
- Service d'Hématologie-Greffe, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris (APHP), Paris, France
- Université Paris Diderot, Institut Universitaire d'Hématologie, Sorbonne Paris Cité, Paris, France
| | - A Kulagin
- Raisa Memorial (RM) Gorbacheva Research Institute, Pavlov University, St. Petersburg, Russia
| | - A Mousavi
- Shariati Hospital, Haematology-Oncology and BMT Research, Tehran, Islamic Republic of Iran
| | - M Stelljes
- Department of Medicine A, University Hospital Münster, Münster, Germany
| | - R M Hamladji
- Centre Pierre et Marie Curie, Service Hématologie Greffe de Moëlle, Alger, Algeria
| | - J M Middeke
- Med. Klinik I, University Hospital, TU Dresden, Germany
| | - U Salmenniemi
- HUCH Comprehensive Cancer Center, Stem Cell Transplantation Unit, Helsinki, Finland
| | - H Sengeloev
- Bone Marrow Transplant Unit Copenhagen, Department of Haematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - E Forcade
- CHU Bordeaux, Service d'hématologie Clinique et Thérapie Cellulaire, 33000, Pessac, France
| | | | - P Reményi
- Department of Haematology and Stem Cell Transplant, Dél-pesti Centrumkórház - Országos Hematológiai és Infektológiai Intézet, Budapest, Hungary
| | - E Angelucci
- Haematology and Cellular Therapy Unit. IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | | | - I Yakoub-Agha
- CHU de Lille LIRIC, INSERM U995, Université de Lille, Lille, France
| | - C Craddock
- Department of Haematology, University Hospital Birmingham NHS Trust, Queen Elizabeth Medical Centre, Edgbaston, Birmingham, UK
| | - F Ciceri
- Haematology & Bone Marrow Transplant, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - T Schroeder
- Department of Bone Marrow Transplantation, University Hospital, Essen, Germany
| | - M Aljurf
- Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | | | - I Moiseev
- R.M.Gorbacheva Memorial Institute of Oncology, Haematology and Transplantation, Pavlov First Saint Petersburg State Medical University, Saint-Petersburg, Russian Federation
| | - O Penack
- Department of Haematology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - H Schoemans
- Department of Haematology, University Hospitals Leuven, Leuven, Belgium
- Department of Public Health and Primary Care, ACCENT VV, KU Leuven - University of Leuven, Leuven, Belgium
| | - M Mohty
- Department of Haematology, Saint Antoine Hospital, INSERM UMR 938, Sorbonne University, Paris, France
| | - B Glass
- Klinik für Hämatologie und Stammzelltransplantation, HELIOS Klinikum Berlin-Buch, Berlin, Germany
| | - A Sureda
- Department of Haematology, Institut Català d'Oncologia - Hospitalet, IDIBELL, University of Barcelona, Barcelona, Spain
| | - G Basak
- Department of Haematology, Transplantation and Internal Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Z Peric
- School of medicine, University of Zagreb and University Hospital Centre Zagreb, Zagreb, Croatia
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26
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Pedraza A, Salas MQ, Rodríguez-Lobato LG, Escribano-Serrat S, Suárez-Lledo M, Martínez-Cebrian N, Solano MT, Arcarons J, Rosiñol L, Gutiérrez-García G, Fernández-Avilés F, Moreno-Castaño AB, Molina P, Pino M, Carreras E, Díaz-Ricart M, Rovira M, Palomo M, Martínez C. Easix Score Correlates With Endothelial Dysfunction Biomarkers and Predicts Risk of Acute Graft-Versus-Host Disease After Allogeneic Transplantation. Transplant Cell Ther 2024; 30:187.e1-187.e12. [PMID: 38000709 DOI: 10.1016/j.jtct.2023.11.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 10/27/2023] [Accepted: 11/16/2023] [Indexed: 11/26/2023]
Abstract
Plasma biomarkers of endothelial dysfunction have been postulated for the diagnosis and prognosis of acute graft-versus-host disease (aGVHD). However, their use is not validated in clinical practice yet. The endothelial activation and stress index (EASIX), a simple score based on routine laboratory parameters, is considered to be an indirect marker of endothelial damage. High value of EASIX was correlated with worse non-relapse mortality (NRM) and overall survival (OS) and a high risk of sinusoidal obstructive syndrome and transplant-associated thrombotic microangiopathy (TA-TMA). This study investigates the predictive value of plasma biomarkers and the EASIX score for the prediction of aGVHD. We assessed vascular cell adhesion molecule-1 (VCAM-1), tumor necrosis factor receptor 1 (TNFR1), and VWF:Ag plasma levels and the EASIX score before allogeneic hematopoietic stem cell transplantation (allo-HSCT) and on days 0, 3, 7, 14, and 21 in an experimental cohort (n = 33). EASIX was transformed to a base-2 logarithm to perform the analysis. For the most relevant biomarkers, we estimate the optimal cutoff values and the discriminatory ability to differentiate patients with high-risk of aGVHD. The conclusions obtained in the experimental cohort were validated in a large cohort of 321 patients at the same institution. Plasma biomarkers and EASIX showed similar post-transplantation dynamics consisting of a progressive increase. Multivariate analysis showed an association between high TNFR1 levels and Log-2 EASIX score on day 7 after transplantation with an increased likelihood of developing aGVHD (hazard ratio [HR] = 1, P = .002; HR = 2.31, P = .013, respectively). Patients with TNFR1 ≥1300 ng/mL (HR = 7.19, P = .006) and Log2-EASIX ≥3 (HR = 14.7, P <.001) at day 7 after transplantation were more likely to develop aGVHD with high predictive accuracy (C-index of 74% and 81%, respectively). In the validation cohort, patients with Log2-EASIX ≥3 on day 7 after transplantation presented a significantly higher incidence of grade II-IV aGVHD (HR = 1.94, P = .004) independent of GVHD prophylaxis (HR = 0.38, P = .004), conditioning regimen (HR = 0.59, P =.02) and type of donor (HR = 2.38, P = .014). Differential degree of endothelial damage can be measured using both EASIX score and plasma biomarkers in the early post-transplantation period. Patients at risk of developing aGVHD could be easily identified by a high EASIX score. Both indicators of endothelial activation represent a promising approach to predict aGVHD.
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Affiliation(s)
- Alexandra Pedraza
- Blood Bank Department, Biomedical Diagnostic Center, Banc de Sang i Teixits, Hospital Clínic Barcelona, Spain.
| | - María Queralt Salas
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Silvia Escribano-Serrat
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain
| | - María Suárez-Lledo
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Nuria Martínez-Cebrian
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - María Teresa Solano
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Jordi Arcarons
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Laura Rosiñol
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Gonzalo Gutiérrez-García
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Francesc Fernández-Avilés
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain
| | - Ana Belén Moreno-Castaño
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain
| | - Patricia Molina
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain
| | - Marc Pino
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain
| | - Enric Carreras
- Fundació i Institut de Recerca Josep Carreras contra la Leucèmia (Campus Clínic), Barcelona
| | - Maribel Díaz-Ricart
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain
| | - Montserrat Rovira
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain; Fundació i Institut de Recerca Josep Carreras contra la Leucèmia (Campus Clínic), Barcelona
| | - Marta Palomo
- Hemostasis and Erythropathology Laboratory, Hematopathology, Department of Pathology, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Haematology External Quality Assessment Laboratory, Biomedical Diagnostic Center, Biochemistry and Molecular Genetics Department, Biomedical Diagnostic Center, Hospital Clínic Barcelona, Barcelona, Spain
| | - Carmen Martínez
- Hematopoietic Stem Cell Transplantation Unit, Hematology Department, Institute of Cancer and Blood Diseases Hospital Clínic de Barcelona, IDIBAPS, Josep Carreras Institute, Barcelona, Spain; Fundació i Institut de Recerca Josep Carreras contra la Leucèmia (Campus Clínic), Barcelona
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Horan DE, Kielsen K, Weischendorff SW, Sørum ME, Kammersgaard MB, Ifversen M, Nielsen C, Ryder LP, Johansson PI, Müller K. sVEGF-R1 in acute non-infectious toxicity syndromes after pediatric allogeneic hematopoietic stem cell transplantation. Transpl Immunol 2024; 82:101975. [PMID: 38122992 DOI: 10.1016/j.trim.2023.101975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 12/11/2023] [Accepted: 12/14/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Allogeneic hematopoietic stem cell transplantation (HSCT) is challenged by acute non-infectious toxicities, including sinusoidal obstruction syndrome (SOS), engraftment syndrome (ES) and capillary leak syndrome (CLS) among others. These complications are thought to be driven by a dysfunctional vascular endothelium, but the pathophysiological mechanisms remain incompletely understood, and the diagnoses are challenged by purely clinical diagnostic criteria that are partly overlapping, limiting the possibilities for progress in this field. There is, however, increasing evidence suggesting that these challenges may be met through the development of diagnostic biomarkers to improve diagnostic accuracy of pathogenetically homogenous entities, improved pre-transplant risk assessment and the early identification of patients with increased need for specific treatment. Soluble vascular endothelial growth factor receptor-1 (sVEGF-R1) is emerging as an important biomarker of endothelial damage in patients with trauma and sepsis but has not been studied in HSCT. OBJECTIVES To investigate sVEGF-R1 as a marker of endothelial damage in pediatric HSCT patients by exploring associations with SOS, CLS, ES, and acute graft-versus-host disease (aGvHD). METHODS We prospectively included 113 children undergoing myeloablative HSCT and measured sVEGF-R1 in plasma samples obtained weekly during the early period of transplantation and 3 months post-transplant. RESULTS All over, sVEGF-R1 levels were significantly increased from day +7 after graft infusion, peaking at day +30, most pronounced in patients receiving busulfan. Patients considered to be at increased risk of SOS and therefore commenced on prophylactic defibrotide had significantly elevated levels of sVEGF-R1 before start of conditioning (446 pg/mL vs. 281 pg/mL, p = 0.0035), and this treatment appeared to stabilize sVEGF-R1 levels compared to patients not treated with defibrotide. Thirteen (11.5%) children meeting the modified Seattle criteria for SOS at median day +8 (1-18), had significantly elevated sVEGF-R1 levels on day +14 (489 pg/mL vs. 327 pg/mL, p = 0.007). In contrast. sVEGF-R1 levels in the much broader group of patients (45.1%) meeting EBMT-SOS criteria, including patients with very mild disease, did not overall differ in sVEGF-R1 levels, but higher sVEGF-R1 levels were seen in EBMT-SOS patients with an increased need for diuretic treatment. Importantly, sVEGF-R1 levels were not associated with ES and CLS but were significantly increased on day +30 in patients with grade III-IV aGvHD (OR = 4.2 pr. quartile, p = 0.023). CONCLUSION VEGF-R1 levels are found to be increased in pediatric patients developing SOS, reflecting the severity of morbidity. sVEGF-R1 were unassociated with both CLS and ES. The potential of sVEGF-R1 as a clinically useful biomarker for SOS should be further explored to improve pre-transplant SOS-risk assessment, SOS-severity grading, and to guide treatment.
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Affiliation(s)
- Denise Elbæk Horan
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Institute for Inflammation Research, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Katrine Kielsen
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Clinical Immunology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Sarah Wegener Weischendorff
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Institute for Inflammation Research, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Maria Ebbesen Sørum
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Institute for Inflammation Research, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Marte B Kammersgaard
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Institute for Inflammation Research, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Marianne Ifversen
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Claus Nielsen
- Institute for Inflammation Research, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
| | - Lars P Ryder
- Department of Clinical Immunology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Pär I Johansson
- Section for Transfusion Medicine, Capital Region Blood Bank, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
| | - Klaus Müller
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Institute for Inflammation Research, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Institute of Clinical Medicine, University of Copenhagen, Denmark.
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Çelik S, Kaynar L, Güven ZT, Atasever Duran K, Kontaş O, Keklik M, Ünal A. The effect of danger-associated molecular patterns on survival in acute graft versus host disease. Bone Marrow Transplant 2024; 59:189-195. [PMID: 37935781 DOI: 10.1038/s41409-023-02145-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 10/02/2023] [Accepted: 10/30/2023] [Indexed: 11/09/2023]
Abstract
Danger-associated molecular patterns (DAMPs) are molecules that can initiate and maintain robust inflammatory responses and were investigated in the pathogenesis of graft versus host disease (GvHD). Uric acid (UA) and fibrinogen (Fib) are DAMPs released from damaged tissue during allogeneic hematopoietic stem cell transplantation (allo-HCT) and GvHD. We aimed to evaluate the effects of UA and Fib levels on survival in GvHD. One hundred seventy-four patients with grade 2-4 acute GvHD were included. UA and Fib levels were evaluated on allo-HCT day 0 and GvHD on days 0, 7, 14, and 28. Fib GvHD day 0 was the independent predictor for overall survival (OS), non-relapse mortality (NRM), and progression-free survival in multivariable models (HR 0.98, p < 0.001; HR 0.98, p = 0.001, HR 0.98, p = 0.006, respectively). Also UA GvHD day 28 was the independent predictor for OS and NRM (HR 0.77, p = 0.004; HR 0.76, p = 0.011, respectively). Our results indicated that hypouricemia and hypofibrinogenemia were associated with a significantly shorter OS and higher NRM. UA and Fib are remarkable molecules in GvHD because they are routinely utilized, readily available, can be therapeutic targets, and have DAMPs and antioxidant features.
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Affiliation(s)
- Serhat Çelik
- Department of Hematology, Faculty of Medicine, Kırıkkale University, Kırıkkale, Türkiye.
| | - Leylagül Kaynar
- Department of Hematology, Faculty of Medicine, Medipol Mega University, İstanbul, Türkiye
| | - Zeynep Tuğba Güven
- Department of Hematology, Faculty of Medicine, Erciyes University, Kayseri, Türkiye
| | - Kübra Atasever Duran
- Department of Internal Medicine, Faculty of Medicine, Erciyes University, Kayseri, Türkiye
| | - Olgun Kontaş
- Department of Pathology, Faculty of Medicine, Erciyes University, Kayseri, Türkiye
| | - Muzaffer Keklik
- Department of Hematology, Faculty of Medicine, Erciyes University, Kayseri, Türkiye
| | - Ali Ünal
- Department of Hematology, Faculty of Medicine, Erciyes University, Kayseri, Türkiye
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Weise G, Massoud R, Krause R, Heidenreich S, Janson D, Klyuchnikov E, Wolschke C, Zeck G, Kröger N, Ayuk F. Development and Validation of a Concise Objectifiable Risk Evaluation Score for Non-Relapse Mortality after Allogeneic Hematopoietic Stem Cell Transplantation. Cancers (Basel) 2024; 16:515. [PMID: 38339266 PMCID: PMC10854706 DOI: 10.3390/cancers16030515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/19/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
We aimed to develop a concise objectifiable risk evaluation (CORE) tool for predicting non-relapse mortality (NRM) and overall survival (OS) after allogeneic hematopoietic stem cell transplantation (allo-HCT). A total of 1120 adult patients who had undergone allo-HCT at our center between 2013 and 2020 were divided into training, first, and second validation cohorts. Objectifiable, patient-related factors impacting NRM in univariate and multivariate analyses were: serum albumin, serum creatinine, serum C-reactive protein (CRP), heart function (LVEF), lung function (VC, FEV1), and patient age. Hazard ratios were assigned points (0-3) based on their impact on NRM and summed to the individual CORE HCT score. The CORE HCT score stratified patients into three distinct low-, intermediate-, and high-risk groups with two-year NRM rates of 9%, 22%, and 46%, respectively, and OS rates of 73%, 55%, and 35%, respectively (p < 0.001). These findings were confirmed in a first and a second recently treated validation cohort. Importantly, the CORE HCT score remained informative across various conditioning intensities, disease-specific subgroups, and donor types, but did not impact relapse incidence. A comparison of CORE HCT vs. HCT Comorbidity Index (HCT-CI) in the second validation cohort revealed better performance of the CORE HCT score with c-statistics for NRM and OS of 0.666 (SE 0.05, p = 0.001) and 0.675 (SE 0.039, p < 0.001) vs. 0.431 (SE 0.057, p = 0.223) and 0.535 (SE 0.042, p = 0.411), respectively. The CORE HCT score is a concise and objectifiable risk evaluation tool for adult patients undergoing allo-HCT for malignant disease. External multicenter validation is underway.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Francis Ayuk
- Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20251 Hamburg, Germany; (G.W.); (R.M.); (R.K.); (S.H.); (D.J.); (E.K.); (C.W.); (G.Z.); (N.K.)
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30
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Penack O, Luft T, Peczynski C, Benner A, Sica S, Arat M, Itäla-Remes M, Corral LL, Schaap NPM, Karas M, Raida L, Schroeder T, Dreger P, Metafuni E, Ozcelik T, Sandmaier BM, Kordelas L, Moiseev I, Schoemans H, Koenecke C, Basak GW, Peric Z. Endothelial Activation and Stress Index (EASIX) to predict mortality after allogeneic stem cell transplantation: a prospective study. J Immunother Cancer 2024; 12:e007635. [PMID: 38199608 PMCID: PMC10806535 DOI: 10.1136/jitc-2023-007635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND We previously reported that the "Endothelial Activation and Stress Index" (EASIX; ((creatinine×lactate dehydrogenase)÷thrombocytes)) measured before start of conditioning predicts mortality after allogeneic hematopoietic stem cell transplantation (alloSCT) when used as continuous score. For broad clinical implementation, a prospectively validated EASIX-pre cut-off is needed that defines a high-risk cohort and is easy to use. METHOD In the current study, we first performed a retrospective cohort analysis in n=2022 alloSCT recipients and identified an optimal cut-off for predicting non-relapse mortality (NRM) as EASIX-pre=3. For cut-off validation, we conducted a multicenter prospective study with inclusion of n=317 first alloSCTs from peripheral blood stem cell in adult patients with acute leukemia, lymphoma or myelodysplastic syndrome/myeloproliferative neoplasms in the European Society for Blood and Marrow Transplantation network. RESULTS Twenty-three % (n=74) of alloSCT recipients had EASIX-pre ≥3 taken before conditioning. NRM at 2 years was 31.1% in the high EASIX group versus 11.5% in the low EASIX group (p<0.001). Patients with high EASIX-pre also had worse 2 years overall survival (51.6% vs 70.9%; p=0.002). We were able to validate the cut-off and found that EASIX ≥3 was associated with more than twofold increased risk for NRM in multivariate analysis (HR=2.18, 95% CI 1.2 to 3.94; p=0.01). No statistically significant difference could be observed for the incidence of relapse. CONCLUSIONS The results of this study provide a prospectively validated standard laboratory biomarker index to estimate the transplant-related mortality risk after alloSCT. EASIX ≥3 taken before conditioning identifies a population of alloSCT recipients who have a more than twofold increased risk of treatment-related mortality.
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Affiliation(s)
- Olaf Penack
- Department for Haematology, Oncology and Tumorimmunology, Charité Universitätsmedizin Berlin, Berlin, Germany
- EBMT Transplant Complications Working Party, Heidelberg, Germany
| | - Thomas Luft
- Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Christophe Peczynski
- EBMT Transplant Complications Working Party, Paris, France
- Department of Haematology, Sorbonne University, Paris, France
| | - Axel Benner
- German Cancer Research Centre, Heidelberg, Germany
| | - Simona Sica
- Istituto di Ematologia, Universita Cattolica S. Cuore, Rome, Italy
| | - Mutlu Arat
- Florence Nightingale Hospital, Hematopoietic SCT Unit, Demiroglu Bilim University Istanbul, Istanbul, Turkey
| | | | - Lucia López Corral
- Department for Haematology, Hospital Clinico San Carlos, Salamanca, Spain
| | | | - Michal Karas
- Hospital Dept. of Hematology/Oncology, Charles University, Pilsen, Czech Republic
| | - Ludek Raida
- Olomouc University Social Health Institute, Olomouc, Czech Republic
| | - Thomas Schroeder
- Dept. of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen, Germany
| | - Peter Dreger
- Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Tulay Ozcelik
- Florence Nightingale Hospital, Hematopoietic SCT Unit, Demiroglu Bilim University Istanbul, Istanbul, Turkey
| | | | - Lambros Kordelas
- Dept. of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen, Germany
| | - Ivan Moiseev
- EBMT Transplant Complications Working Party, Paris, France
- First Pavlov State Medical University of St Petersburg, St Petersburg, Russian Federation
| | - Hélène Schoemans
- EBMT Transplant Complications Working Party, Paris, France
- Department of Hematology, University Hospitals Leuven and KU Leuven, Leuven, Belgium
| | - Christian Koenecke
- Hematology, Hemostasis, Oncology and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany
| | - Grzegorz W Basak
- EBMT Transplant Complications Working Party, Paris, France
- Department of Hematology, Oncology and Internal Medicine, the Medical University of Warsaw, Warsaw, Poland
| | - Zinaida Peric
- EBMT Transplant Complications Working Party, Paris, France
- Department of Hematology, University of Rijeka, Rijeka, Croatia
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Escribano-Serrat S, Rodríguez-Lobato LG, Charry P, Martínez-Cibrian N, Suárez-Lledó M, Rivero A, Moreno-Castaño AB, Solano MT, Arcarons J, Nomdedeu M, Cid J, Lozano M, Pedraza A, Rosiñol L, Esteve J, Urbano-Ispizua Á, Palomo M, Fernández-Avilés F, Martínez C, Díaz-Ricart M, Carreras E, Rovira M, Salas MQ. Endothelial Activation and Stress Index in adults undergoing allogeneic hematopoietic cell transplantation with post-transplant cyclophosphamide-based prophylaxis. Cytotherapy 2024; 26:73-80. [PMID: 37952139 DOI: 10.1016/j.jcyt.2023.10.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 06/09/2023] [Accepted: 10/27/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND AIMS Post-transplant cyclophosphamide (PTCY)-based prophylaxis is becoming widespread for allogeneic hematopoietic cell transplantation (allo-HCT) performed independently of the selected donor source. In parallel, use of the Endothelial Activation and Stress Index (EASIX)-considered a surrogate parameter of endothelial activation-for predicting patient outcomes and clinical complications is gaining popularity in the allo-HCT setting. METHODS We first investigated whether the dynamics of EASIX after allo-HCT differ between patients receiving PTCY and patients receiving other prophylaxis. We then investigated whether the predictive capacity of EASIX persists in PTCY-based allo-HCT. A total of 328 patients transplanted between 2014 and 2020 were included, and 201 (61.2%) received PTCY. RESULTS EASIX trends differed significantly between the groups. Compared with patients receiving other prophylaxis, patients receiving PTCY had lower EASIX on day 0 and higher values between day 7 and day 100. In patients receiving PTCY, higher EASIX correlated significantly with higher non-relapse mortality (NRM) and lower overall survival (OS) when measured before and during the first 180 days after allo-HCT. In addition, higher EASIX scores measured at specific time points were predictors of veno-occlusive disease (VOD), transplant-associated thrombotic microangiopathy (TA-TMA) and grade 2-4 acute graft-versus-host disease (aGVHD) risk. CONCLUSIONS This study demonstrates how EASIX trends vary during the first 180 days after allo-HCT in patients receiving PTCY and those not receiving PTCY and validates the utility of this index for predicting NRM, OS and risk of VOD, TA-TMA and grade 2-4 aGVHD in patients receiving PTCY.
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Affiliation(s)
- Silvia Escribano-Serrat
- Department of Hematology and Hemotherapy, Hospital Clínico San Carlos, IdiSSC, Madrid, Spain; Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Paola Charry
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Nuria Martínez-Cibrian
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - María Suárez-Lledó
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Andrea Rivero
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Ana Belén Moreno-Castaño
- Hematopathology, Pathology Department, CDB, Hospital Clínic Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - María Teresa Solano
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Jordi Arcarons
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Meritxell Nomdedeu
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Joan Cid
- Apheresis and Cellular Therapy Unit, Department of Hemotherapy and Hemostasis, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Miquel Lozano
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Alexandra Pedraza
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Laura Rosiñol
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Jordi Esteve
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Álvaro Urbano-Ispizua
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Marta Palomo
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Francesc Fernández-Avilés
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Carmen Martínez
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - Maribel Díaz-Ricart
- Hematopathology, Pathology Department, CDB, Hospital Clínic Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Enric Carreras
- Fundació i Institut de Recerca Josep Carreras Contra la Leucèmia (Campus Clínic), Barcelona, Spain
| | - Montserrat Rovira
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain
| | - María Queralt Salas
- Hematopoietic Transplantation Unit, Hematology Department, Clinical Institute of Hematology and Oncology, IDIBAPS, Hospital Clínic Barcelona, Barcelona, Spain.
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Tomasik J, Avni B, Grisariu S, Elias S, Zimran E, Stepensky P, Basak GW. Endothelial Activation and Stress Index Score as a Prognostic Factor of Cytokine Release Syndrome in CAR-T Patients - A Retrospective Analysis of Multiple Myeloma and Large B-Cell Lymphoma Cohorts. Arch Immunol Ther Exp (Warsz) 2024; 72:aite-2024-0018. [PMID: 39277881 DOI: 10.2478/aite-2024-0018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 08/02/2024] [Indexed: 09/17/2024]
Abstract
Endothelial Activation and Stress Index (EASIX) has been proposed as a prognostic factor of adverse events or survival in hematological malignancies. Endothelial dysfunction has been associated with complications following stem cell transplantation and chimeric antigen receptor (CAR)-T therapy. This retrospective cohort study evaluated the utility of the EASIX score as a prognostic factor of cytokine release syndrome (CRS) in multiple myeloma/light-chain amyloidosis (MM/AL amyloidosis; N = 69) and large B-cell lymphoma (LBCL) cohorts (N = 65). Occurrence of CRS grade ≥3 was the primary endpoint. For both cohorts, the EASIX and simplified EASIX (s-EASIX) scores were calculated at four different time points before CAR-T infusion to assess its prognostic value. In the MM/AL amyloidosis cohort, neither EASIX nor s-EASIX scores calculated at any time point were associated with the occurrence of CRS grade ≥3. In the LBCL cohort, EASIX and s-EASIX scores measured before lymphodepletion (EASIX-pre and s-EASIX-pre) showed a significant relationship with CRS grade ≥3 (odds ratio [OR] = 1.06 and OR = 1.05, respectively). The cutoff value of 1.835 for EASIX-pre was associated with 4.59-fold increased OR of CRS grade ≥3 (95% confidence interval [CI]: 1.13-21.84), whereas s-EASIX-pre cutoff equaled 2.134 and was associated with 4.13-fold increased OR of CRS grade ≥3 (95% CI: 1.01-17.93). However, after internal validation with bootstrapping, the significance was lost both for the EASIX-pre and s-EASIX-pre cutoff. The presented findings indicate that the EASIX scores fail to predict CRS in MM/amyloidosis CAR-T patients, whereas they can be implemented as CRS grade ≥3 predictors in LBCL CAR-T patients.
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Affiliation(s)
- Jaromir Tomasik
- Department of Hematology, Transplantation and Internal Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Batia Avni
- Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Medical Center, Jerusalem, Israel
| | - Sigal Grisariu
- Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Medical Center, Jerusalem, Israel
| | - Shlomo Elias
- Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Medical Center, Jerusalem, Israel
| | - Eran Zimran
- Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Medical Center, Jerusalem, Israel
| | - Polina Stepensky
- Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Medical Center, Jerusalem, Israel
| | - Grzegorz W Basak
- Department of Hematology, Transplantation and Internal Medicine, Medical University of Warsaw, Warsaw, Poland
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Gavriilaki E, Bousiou Z, Batsis I, Vardi A, Mallouri D, Koravou EE, Konstantinidou G, Spyridis N, Karavalakis G, Noli F, Patriarcheas V, Masmanidou M, Touloumenidou T, Papalexandri A, Poziopoulos C, Yannaki E, Sakellari I, Politou M, Papassotiriou I. Soluble Urokinase-Type Plasminogen Activator Receptor (suPAR) and Growth Differentiation Factor-15 (GDF-15) Levels Are Significantly Associated with Endothelial Injury Indices in Adult Allogeneic Hematopoietic Cell Transplantation Recipients. Int J Mol Sci 2023; 25:231. [PMID: 38203404 PMCID: PMC10778584 DOI: 10.3390/ijms25010231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/17/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Hematopoietic stem cell transplantation-associated thrombotic microangiopathy (HSCT-TMA) and graft-versus-host disease (GvHD) represent life-threatening syndromes after allogeneic hematopoietic stem cell transplantation (allo-HSCT). In both conditions, endothelial dysfunction is a common denominator, and development of relevant biomarkers is of high importance for both diagnosis and prognosis. Despite the fact that soluble urokinase plasminogen activator receptor (suPAR) and growth differentiation factor-15 (GDF-15) have been determined as endothelial injury indices in various clinical settings, their role in HSCT-related complications remains unexplored. In this context, we used immunoenzymatic methods to measure suPAR and GDF-15 levels in HSCT-TMA, acute and/or chronic GVHD, control HSCT recipients, and apparently healthy individuals of similar age and gender. We found considerably greater SuPAR and GDF-15 levels in HSCT-TMA and GVHD patients compared to allo-HSCT and healthy patients. Both GDF-15 and suPAR concentrations were linked to EASIX at day 100 and last follow-up. SuPAR was associated with creatinine and platelets at day 100 and last follow-up, while GDF-15 was associated only with platelets, suggesting that laboratory values do not drive EASIX. SuPAR, but not GDF-15, was related to soluble C5b-9 levels, a sign of increased HSCT-TMA risk. Our study shows for the first time that suPAR and GDF-15 indicate endothelial damage in allo-HSCT recipients. Rigorous validation of these biomarkers in many cohorts may provide utility for their usefulness in identifying and stratifying allo-HSCT recipients with endothelial cell impairment.
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Affiliation(s)
- Eleni Gavriilaki
- Second Propedeutic Department of Internal Medicine, Hippocration Hospital, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece
| | - Zoi Bousiou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Ioannis Batsis
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Anna Vardi
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Despina Mallouri
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Evaggelia-Evdoxia Koravou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Georgia Konstantinidou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Nikolaos Spyridis
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Georgios Karavalakis
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Foteini Noli
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Vasileios Patriarcheas
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Marianna Masmanidou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Tasoula Touloumenidou
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Apostolia Papalexandri
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Christos Poziopoulos
- Department of Hematology, Metropolitan Hospital, Neo Faliro, 18547 Athens, Greece;
| | - Evangelia Yannaki
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Ioanna Sakellari
- BMT Unit, Hematology Department, George Papanicolaou General Hospital, 57010 Thessaloniki, Greece; (Z.B.); (I.B.); (A.V.); (D.M.); (E.-E.K.); (G.K.); (N.S.); (G.K.); (F.N.); (V.P.); (M.M.); (T.T.); (A.P.); (E.Y.); (I.S.)
| | - Marianna Politou
- Hematology Laboratory-Blood Bank, Aretaieion Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Ioannis Papassotiriou
- First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, 15772 Athens, Greece;
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Farid KMN, Sauer T, Schmitt M, Müller-Tidow C, Schmitt A. Symptomatic Patients with Hyperleukocytic FLT3-ITD Mutated Acute Myeloid Leukemia Might Benefit from Leukapheresis. Cancers (Basel) 2023; 16:58. [PMID: 38201486 PMCID: PMC10778499 DOI: 10.3390/cancers16010058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/18/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
PURPOSE We aimed to identify subsets of patients who benefit from emergency LA and to establish a therapeutic algorithm for AML patients with hyperleukocytosis. METHODS In this single-center retrospective cohort study, a total of 20 consecutive patients underwent LA because of their clinical symptoms. Overall survival (OS) analysis was conducted using the Kaplan-Meier plot method. Univariate and multivariate analyses (using multiple logistic regression) were performed. At the time of diagnosis, all patients received a standard diagnostic workup for AML including FLT3-ITD mutational analysis. RESULTS FLT3-ITD mut AML patients receiving LA had a median OS of 437 days (range 5-2379 days) with a corresponding 14-day survival of 92.3%, while FLT3 wt AML patients displayed a significantly lower median OS of only 5 days (range 1-203 days) with a corresponding 14-day survival of 14.3% (p = 0.0001). CONCLUSIONS Among patients with clinical symptoms of leukostasis, the subset of FLT3-ITD mut AML patients showed a better outcome with lower early mortality after emergency LA. Based on these observations, we established a therapeutic algorithm for AML patients with hyperleukocytosis.
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Affiliation(s)
| | - Tim Sauer
- Department of Internal Medicine V, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Michael Schmitt
- Department of Internal Medicine V, University Hospital Heidelberg, 69120 Heidelberg, Germany
- German Cancer Research Center (DKFZ), National Center for Tumor Diseases (NCT), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Carsten Müller-Tidow
- Department of Internal Medicine V, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Anita Schmitt
- Department of Internal Medicine V, University Hospital Heidelberg, 69120 Heidelberg, Germany
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Shouval R, Fein JA. The sum of the parts: what we can and cannot learn from comorbidity scores in allogeneic transplantation. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2023; 2023:715-722. [PMID: 38066892 PMCID: PMC10727067 DOI: 10.1182/hematology.2023000458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Allogeneic hematopoietic cell transplantation (alloHCT) requires the comprehensive evaluation of patients across multiple dimensions. Among the factors considered, comorbidities hold great significance in the pretransplant assessment. As many as 40% of alloHCT recipients will have a high burden of comorbidities in contemporary cohorts. To ensure a standardized evaluation, several comorbidity scores have been developed; however, they exhibit variations in properties and performance. This review examines the strengths and weaknesses associated with these comorbidity scores, critically appraising these models and proposing a framework for their application in considering the alloHCT candidate. Furthermore, we introduce the concept that comorbidities may have specific effects depending on the chosen transplantation approach and outline the findings of key studies that consider the impact of individual comorbidities on alloHCT outcomes. We suggest that a personalized transplantation approach should not rely solely on the overall burden of comorbidities but should also take into account the individual comorbidities themselves, along with other patient, disease, and transplantation-related factors.
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Affiliation(s)
- Roni Shouval
- Department of Medicine, Adult Bone Marrow Transplantation Service, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Joshua A Fein
- Department of Medicine, Weill Cornell Medical College, New York, NY
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Rozmus J, Levine JE, Schultz KR. Planning GvHD preemptive therapy: risk factors, biomarkers, and prognostic scores. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2023; 2023:149-154. [PMID: 38066854 PMCID: PMC10727102 DOI: 10.1182/hematology.2023000425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Prevention of acute and chronic graft-versus-host disease (aGvHD and cGvHD) is an important objective of allogeneic hematopoietic cell transplantation (HCT). While there is has been significant progress in preventative approaches in the peritransplant period to minimize development of GvHD, no preventative approach has completely eliminated development of either aGvHD or cGvHD. Recently, posttransplant immune biomarker profiling early post-HCT by the Mount Sinai Acute GvHD International Consortium group has resulted in a validated risk assignment algorithm and development of preemptive approaches to decrease aGvHD and mortality in high-risk patients. cGvHD risk assignment algorithms have been developed based on measurements at day 100 and may be used for future preemptive intervention trials to minimize cGvHD. This article discusses the current state of the art in aGvHD and cGvHD preemptive algorithms and therapeutic interventions and what is needed to move these into validated approaches.
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Affiliation(s)
- Jacob Rozmus
- Pediatric Hematology Oncology and BMT, BC Children's Hospital Research Institute and University of British Columbia, Vancouver, BC, Canada
| | - John E Levine
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Kirk R Schultz
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY
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Thanhakun R, Wudhikarn K, Bunworasate U, Rattanathammethee T, Norasetthada L, Kanya P, Chaloemwong J, Wongkhantee S, Phiphitaporn P, Chansung K, Jit-Ueakul D, Laoruangroj C, Prayongratana K, Wong P, Julamanee J, Lekhakula A, Chuncharunee S, Niparuck P, Kanitsap N, Makruasi N, Suwanban T, Praditsuktavorn P, Khuhapinant A, Intragumtornchai T. Endothelial activation and stress index as a prognostic factor of diffuse large B-cell lymphoma: the report from the nationwide multi-center Thai Lymphoma Study Group. Ann Hematol 2023; 102:3533-3541. [PMID: 37718327 DOI: 10.1007/s00277-023-05437-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 09/04/2023] [Indexed: 09/19/2023]
Abstract
Several prognostic models have been introduced to predict outcomes of patients with diffuse large B-cell lymphoma (DLBCL). Endothelial activation and stress index (EASIX) is a surrogate of endothelial dysfunction which has been shown to predict outcomes of patients with various hematologic malignancies. However, the prognostic implication of EASIX for DLBCL is limited and warrants exploration. We conducted a retrospective study enrolling adult DLBCL patients including a discovery cohort from the single-centered university hospital database and a validation cohort from the independent nationwide multi-center registry. EASIX scores were calculated using creatinine, lactate dehydrogenase, and platelet levels. The receiver operating characteristic curve analysis was used to determine optimal cutoff. Statistical analysis explored the impact of EASIX on survival outcomes. A total of 323 patients were included in the discovery cohort. The optimal EASIX cutoff was 1.07 stratifying patients into low (53.9%) and high EASIX (46.1%) groups. Patients with high EASIX had worse 2-year progression-free survival (PFS) (53.4% vs. 81.5%, p<0.001) and overall survival (OS) (64.4% vs. 88.7%, p<0.001) than patients with low EASIX. Multivariate analysis revealed that older age, bulky disease, impaired performance status, and high EASIX were associated with an unfavorable OS. In the validation cohort of 499 patients, the optimal EASIX cutoff was 1.04. Similar to the discovery cohort, high EASIX score was associated with high-risk diseases, worse PFS, and inferior OS. In conclusion, EASIX score was significantly associated with survival outcomes and may be used as a simple prognostic tool to better risk-classify DLBCL.
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Affiliation(s)
- Ronakrit Thanhakun
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Kitsada Wudhikarn
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
| | - Udomsak Bunworasate
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | | | - Lalita Norasetthada
- Division of Hematology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Piyapong Kanya
- Division of Hematology, Chiang Rai Prachanukroh Hospital, Chiang Rai, Thailand
| | | | | | - Pisa Phiphitaporn
- Division of Hematology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Kanchana Chansung
- Division of Hematology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Dusit Jit-Ueakul
- Division of Hematology, Faculty of Medicine, Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand
| | - Chonlada Laoruangroj
- Division of Hematology, Faculty of Medicine, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Kannadit Prayongratana
- Division of Hematology, Faculty of Medicine, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Peerapon Wong
- Division of Hematology, Faculty of Medicine, Naresuan University, Phitsanulok, Thailand
| | - Jakrawadee Julamanee
- Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Arnuparp Lekhakula
- Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Suporn Chuncharunee
- Division of Hematology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Pimjai Niparuck
- Division of Hematology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nonglak Kanitsap
- Division of Hematology, Faculty of Medicine, Thammasart University, Bangkok, Thailand
| | - Nisa Makruasi
- Division of Hematology, Faculty of Medicine, Srinakharinwirot University, Nakhon Nayok, Thailand
| | - Tawatchai Suwanban
- Division of Hematology, Rajavithi Hospital, College of Medicine, Rangsit University, Bangkok, Thailand
| | | | - Archrob Khuhapinant
- Division of Hematology, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Tanin Intragumtornchai
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
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de Boer JW, Keijzer K, Pennings ERA, van Doesum JA, Spanjaart AM, Jak M, Mutsaers PGNJ, van Dorp S, Vermaat JSP, van der Poel MWM, van Dijk LV, Kersten MJ, Niezink AGH, van Meerten T. Population-Based External Validation of the EASIX Scores to Predict CAR T-Cell-Related Toxicities. Cancers (Basel) 2023; 15:5443. [PMID: 38001703 PMCID: PMC10670876 DOI: 10.3390/cancers15225443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 11/14/2023] [Accepted: 11/14/2023] [Indexed: 11/26/2023] Open
Abstract
Cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS) can hamper the clinical benefit of CAR T-cell therapy in patients with relapsed/refractory large B-cell lymphoma (r/r LBCL). To assess the risk of CRS and ICANS, the endothelial activation and stress index (EASIX), the modified EASIX (m-EASIX), simplified EASIX (s-EASIX), and EASIX with CRP/ferritin (EASIX-F(C)) were proposed. This study validates these scores in a consecutive population-based cohort. Patients with r/r LBCL treated with axicabtagene ciloleucel were included (n = 154). EASIX scores were calculated at baseline, before lymphodepletion (pre-LD) and at CAR T-cell infusion. The EASIX and the s-EASIX at pre-LD were significantly associated with ICANS grade ≥ 2 (both p = 0.04), and the EASIX approached statistical significance at infusion (p = 0.05). However, the predictive performance was moderate, with area under the curves of 0.61-0.62. Validation of the EASIX-FC revealed that patients in the intermediate risk group had an increased risk of ICANS grade ≥ 2 compared to low-risk patients. No significant associations between EASIX scores and CRS/ICANS grade ≥ 3 were found. The (m-/s-) EASIX can be used to assess the risk of ICANS grade ≥ 2 in patients treated with CAR T-cell therapy. However, due to the moderate performance of the scores, further optimization needs to be performed before broad implementation as a clinical tool, directing early intervention and guiding outpatient CAR T-cell treatment.
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Affiliation(s)
- Janneke W. de Boer
- Department of Hematology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (J.W.d.B.); (K.K.); (J.A.v.D.)
| | - Kylie Keijzer
- Department of Hematology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (J.W.d.B.); (K.K.); (J.A.v.D.)
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (L.V.v.D.); (A.G.H.N.)
| | - Elise R. A. Pennings
- Department of Hematology, Amsterdam UMC Location University of Amsterdam, 1007 MB Amsterdam, The Netherlands (M.J.K.)
- Cancer Center Amsterdam, 1105 AZ Amsterdam, The Netherlands
- LYMMCARE (Lymphoma and Myeloma Center Amsterdam), 1105 AZ Amsterdam, The Netherlands
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, 3062 PA Rotterdam, The Netherlands
| | - Jaap A. van Doesum
- Department of Hematology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (J.W.d.B.); (K.K.); (J.A.v.D.)
| | - Anne M. Spanjaart
- Department of Hematology, Amsterdam UMC Location University of Amsterdam, 1007 MB Amsterdam, The Netherlands (M.J.K.)
- Cancer Center Amsterdam, 1105 AZ Amsterdam, The Netherlands
- LYMMCARE (Lymphoma and Myeloma Center Amsterdam), 1105 AZ Amsterdam, The Netherlands
| | - Margot Jak
- Department of Hematology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands;
| | - Pim G. N. J. Mutsaers
- Department of Hematology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands;
| | - Suzanne van Dorp
- Department of Hematology, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands;
| | - Joost S. P. Vermaat
- Department of Hematology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands;
| | - Marjolein W. M. van der Poel
- Department of Internal Medicine, Division of Hematology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands;
| | - Lisanne V. van Dijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (L.V.v.D.); (A.G.H.N.)
| | - Marie José Kersten
- Department of Hematology, Amsterdam UMC Location University of Amsterdam, 1007 MB Amsterdam, The Netherlands (M.J.K.)
- Cancer Center Amsterdam, 1105 AZ Amsterdam, The Netherlands
- LYMMCARE (Lymphoma and Myeloma Center Amsterdam), 1105 AZ Amsterdam, The Netherlands
| | - Anne G. H. Niezink
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (L.V.v.D.); (A.G.H.N.)
| | - Tom van Meerten
- Department of Hematology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (J.W.d.B.); (K.K.); (J.A.v.D.)
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Yegin ZA, Savaş EM, Yıldız Ş, Kök Mİ, Erdemir MB, Bostankolu Değirmenci B, Özkurt ZN, Yağcı M. Preconditioning Modified-Easix as a Predictor of Prognosis in Allogeneic Hematopoietic Stem Cell Transplant Recipients. Indian J Hematol Blood Transfus 2023; 39:586-597. [PMID: 37786821 PMCID: PMC10542067 DOI: 10.1007/s12288-022-01623-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 12/23/2022] [Indexed: 01/06/2023] Open
Abstract
Allogeneic hematopoietic stem cell transplantation (alloHCT) is associated with severe complications, most of which share a common physiopathological background characterized by endothelial dysfunction. A novel risk assessment model, endothelial activation and stress index (EASIX), has been introduced as a predictor of endothelial activation. This retrospective study was performed to evaluate the predictive impact of EASIX/modified-EASIX (mEASIX) on transplant outcome. Medical records of 398 alloHCT recipients [median age: 43(17-71) years; M/F: 243/155] were examined. EASIX/mEASIX were calculated at specific time points before and after transplantation. EASIX/mEASIX were significantly associated with transplant complications including engraftment syndrome, sinusoidal obstruction syndrome, febrile neutropenia and transplant associated thrombotic microangiopathy. The probability of overall survival was significantly higher in low-preconditioning mEASIX (day -7) group (37% vs 25.2%; p = 0.008; HR: 2.057; 95% CI: 1.208-3.504). The probabilities of day30 mortality (2.9% vs 19.4%; p = 0.017; HR: 7.028; 95% CI: 1.418-34.836), day100 mortality (9% vs 33%; p = 0.004; HR: 4.469; 95% CI: 1.619-12.336) and non relapse mortality (44.8% vs 61.4%; p = 0.005; HR: 2.551; 95% CI: 1.318-4.941) were lower in low-preconditioning mEASIX (day -7) group. This retrospective cohort analysis demonstrates the significant impact of EASIX/mEASIX on transplant complications and survival. Prospective analyses are mandatory to assess the predictive role of EASIX/mEASIX in clinical practice.
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Affiliation(s)
- Zeynep Arzu Yegin
- Department of Hematology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Emine Merve Savaş
- Department of Hematology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Şeyma Yıldız
- Department of Hematology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Münevver İrem Kök
- Department of Hematology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Meltem Büşra Erdemir
- Department of Internal Medicine, Gazi University Faculty of Medicine, Ankara, Turkey
| | | | - Zübeyde Nur Özkurt
- Department of Hematology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Münci Yağcı
- Department of Hematology, Gazi University Faculty of Medicine, Ankara, Turkey
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40
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Shourabizadeh H, Aleman DM, Rousseau LM, Law AD, Viswabandya A, Michelis FV. Machine Learning for the Prediction of Survival Post-Allogeneic Hematopoietic Cell Transplantation: A Single-Center Experience. Acta Haematol 2023; 147:280-291. [PMID: 37769635 DOI: 10.1159/000533665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 08/14/2023] [Indexed: 10/03/2023]
Abstract
INTRODUCTION Prediction of outcomes following allogeneic hematopoietic cell transplantation (HCT) remains a major challenge. Machine learning (ML) is a computational procedure that may facilitate the generation of HCT prediction models. We sought to investigate the prognostic potential of multiple ML algorithms when applied to a large single-center allogeneic HCT database. METHODS Our registry included 2,697 patients that underwent allogeneic HCT from January 1976 to December 2017. 45 pretransplant baseline variables were included in the predictive assessment of each ML algorithm on overall survival (OS) as determined by area under the curve (AUC). Pretransplant variables used in the EBMT ML study (Shouval et al., 2015) were used as a benchmark for comparison. RESULTS On the entire dataset, the random forest (RF) algorithm performed best (AUC 0.71 ± 0.04) compared to the second-best model, logistic regression (LR) (AUC = 0.69 ± 0.04) (p < 0.001). Both algorithms demonstrated improved AUC scores using all 45 variables compared to the limited variables examined by the EBMT study. Survival at 100 days post-HCT using RF on the full dataset discriminated patients into different prognostic groups with different 2-year OS (p < 0.0001). We then examined the ML methods that allow for significant individual variable identification, including LR and RF, and identified matched related donors (HR = 0.49, p < 0.0001), increasing TBI dose (HR = 1.60, p = 0.006), increasing recipient age (HR = 1.92, p < 0.0001), higher baseline Hb (HR = 0.59, p = 0.0002), and increased baseline FEV1 (HR = 0.73, p = 0.02), among others. CONCLUSION The application of multiple ML techniques on single-center allogeneic HCT databases warrants further investigation and may provide a useful tool to identify variables with prognostic potential.
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Affiliation(s)
- Hamed Shourabizadeh
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Dionne M Aleman
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Louis-Martin Rousseau
- Department of Mathematical and Industrial Engineering, Polytechnique Montreal, Montreal, Québec, Canada
| | - Arjun D Law
- Hans Messner Allogeneic Transplant Program, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Auro Viswabandya
- Hans Messner Allogeneic Transplant Program, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Fotios V Michelis
- Hans Messner Allogeneic Transplant Program, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
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Kordelas L, Terzer T, Gooley T, Davis C, Sandmaier BM, Sorror M, Penack O, Schaeper NDE, Blau IW, Beelen D, Radujkovic A, Dreger P, Luft T. EASIX-1year and late mortality after allogeneic stem cell transplantation. Blood Adv 2023; 7:5374-5381. [PMID: 37477588 PMCID: PMC10509665 DOI: 10.1182/bloodadvances.2022008617] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 04/18/2023] [Accepted: 07/12/2023] [Indexed: 07/22/2023] Open
Abstract
Patients with hematological malignancies who survive the first year after allogeneic stem cell transplantation (allo-SCT) without relapse have a substantial risk of nonrelapse mortality (NRM) and missing predictive markers. The Endothelial Activation and Stress Index (EASIX) predicts endothelial complications and NRM early after allo-SCT. We hypothesized that EASIX assessed 1 year after allo-SCT in survivors who were disease free may predict late NRM. Survivors who were relapse-free at 1 year after allo-SCT were retrospectively studied in 2 independent cohorts (training cohort, n = 610; merged validation cohort, n = 852). EASIX determined 1 year after allo-SCT correlated with the overall survival (OS), NRM, and relapse. Serum endothelial and inflammatory markers were measured in the training cohort and correlated with EASIX-1year, which predicted OS and NRM but not relapse risk in both the training and validation cohorts in univariable and multivariable Cox regression analyses. Brier score and c-index analyses validated the univariable EASIX effects. There was no significant interaction between EASIX-1year and incidence of chronic graft-versus-host disease (GVHD) on OS. EASIX-1year predicted the outcome irrespective of preexisting comorbidities. Principal causes of NRM in both training and validation cohorts were infections with and without GVHD as well as cardiovascular complications. EASIX-1year correlated with sCD141 and interleukin-18 but not with C-reactive protein, suppressor of tumorigenicity-2, angiopoietin-2, CXCL9, or CXCL8. To our knowledge, EASIX-1year is the first validated predictor of late overall and NRM. Patients who are high risk as defined by EASIX-1year might be considered for intensified surveillance and prophylactic measures.
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Affiliation(s)
- Lambros Kordelas
- Department of Bone Marrow Transplantation, West German Cancer Centre, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Tobias Terzer
- Division of Biostatistics, German Cancer Research Centre, Heidelberg, Germany
| | - Ted Gooley
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
| | - Chris Davis
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Brenda M. Sandmaier
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
| | - Mohamed Sorror
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
| | - Olaf Penack
- Hematology, Oncology and Tumorimmunology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Nigel D. E. Schaeper
- Hematology, Oncology and Tumorimmunology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Igor W. Blau
- Hematology, Oncology and Tumorimmunology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Dietrich Beelen
- Department of Bone Marrow Transplantation, West German Cancer Centre, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | | | - Peter Dreger
- Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Thomas Luft
- Medicine V, University Hospital Heidelberg, Heidelberg, Germany
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42
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Fujita S, Monna-Oiwa M, Kato S, Isobe M, Takahashi S, Nannya Y, Konuma T. Pretransplantation EASIX Score Predicts Nonrelapse and Overall Mortality of Adult Patients Undergoing Single-Unit Unrelated Cord Blood Transplantation. Transplant Cell Ther 2023; 29:580.e1-580.e8. [PMID: 37402420 DOI: 10.1016/j.jtct.2023.06.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/19/2023] [Accepted: 06/29/2023] [Indexed: 07/06/2023]
Abstract
The Endothelial Activation and Stress Index (EASIX) is a laboratory-based score used to estimate endothelial damage occurring after hematopoietic cell transplantation (HCT). The EASIX score exhibits dynamic changes during the course of transplantation and has been identified as a predictor of nonrelapse mortality (NRM) and worse overall survival (OS) in studies focused mainly on patients who received matched related or unrelated donor allogeneic HCT. However, the role of EASIX score in the setting of cord blood transplantation (CBT) is unclear. This study examined the association between pretransplant EASIX score and post-transplantation outcomes in adult patients undergoing single-unit CBT. We retrospectively evaluated the impact of EASIX score at different time points on post-transplantation outcomes in adults following single-unit unrelated CBT between 1998 and 2022 at our institution. EASIX scores were calculated at the start of conditioning (EASIX-PRE), at day 30 post-CBT (EASIX-d30), at day 100 post-CBT (EASIX-d100), and at the onset of grade II-IV acute graft-versus-host disease (GVHD) (EASIX-GVHD II-IV). A total of 317 patients were included in this study. In the multivariate analysis, log2-EASIX-PRE (continuous variable) was significantly associated with lower risks of neutrophil engraftment (hazard ratio [HR], .87; 95% confidence interval [CI], .80 to .94; P < .001) and platelet engraftment (HR, .91; 95% CI, .83 to .99; P = .047), lower risk of grade II-IV acute GVHD (HR, .85; 95% CI, .76 to .94; P = .003), and higher risk of veno-occlusive disease/sinusoidal obstruction syndrome (VOD/SOS) (HR, 1.44; 95% CI, 1.03 to 2.02; P = .032). Log2-EASIX-PRE also was significantly associated with higher NRM (HR, 1.42; 95% CI, 1.08 to 1.86; P = .011) and worse OS (HR, 1.26; 95% CI, 1.08 to 1.46; P = .003), but not with relapse (HR, 1.02; 95% CI, .88 to 1.18; P = .780). Similarly, log2-EASIX-d30 (HR, 1.60; 95% CI, 1.26 to 2.05; P < .001), and log2-EASIX-d100 (HR, 2.01; 95% CI, 1.63 to 2.48; P < .001) were also significantly associated with higher NRM, but log2-EASIX-GVHD II-IV was not (HR, 1.15; 95% CI, .85 to 1.55; P = .360). Pretransplantation EASIX score is a powerful predictor of engraftment, VOS/SOS, NRM, and OS in adult patients undergoing single-unit unrelated CBT who mainly received intensified conditioning regimens. EASIX is an easily evaluable and dynamic prognostic score for accurately predicting post-transplantation outcomes in patients at any time during the course of allogeneic HCT, particularly for CBT.
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Affiliation(s)
- Sumiko Fujita
- Department of Hematology/Oncology, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Maki Monna-Oiwa
- Department of Hematology/Oncology, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Seiko Kato
- Department of Hematology/Oncology, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Masamichi Isobe
- Department of Hematology/Oncology, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Satoshi Takahashi
- Division of Clinical Precision Research Platform, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Yasuhito Nannya
- Department of Hematology/Oncology, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Takaaki Konuma
- Department of Hematology/Oncology, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan.
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43
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Xu HB, Ye Y, Xue F, Wu J, Suo Z, Zhang H. Association Between Endothelial Activation and Stress Index and 28-Day Mortality in Septic ICU patients: a Retrospective Cohort Study. Int J Med Sci 2023; 20:1165-1173. [PMID: 37575274 PMCID: PMC10416722 DOI: 10.7150/ijms.85870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 07/18/2023] [Indexed: 08/15/2023] Open
Abstract
Background: Endothelial Activation and Stress Index (EASIX) is a reliable alternative biomarker of endothelial dysfunction. Because endothelial activation is involved in sepsis pathophysiology, we aimed to investigate the association between EASIX and prognosis in septic patients. Methods: Data were extracted from the Medical Information Mart for Intensive Care (MIMIC) IV database. EASIX scores were calculated using the formula: lactate dehydrogenase (U/L) × creatinine (mg/dL)/platelet count (109/L). Patients were grouped into tertiles according to log2 transformed EASIX. The primary and secondary outcomes were 28-day and 90-day mortality. Cox proportional hazards models, Kaplan-Meier curves, restricted cubic spline curves, and subgroup analyses were conducted to evaluate the association between EASIX and prognosis in septic patients. Results: A total of 7504 patients were included. Multivariable Cox proportional hazards analyses showed that higher log2-EASIX was associated with increased risk of 28-day mortality (HR, 1.10; 95% CI, 1.07-1.13; P < 0.001). Compared with tertile 1, the tertile 2 and 3 groups had higher risk of 28-day mortality [HR (95% CI) 1.24 (1.09-1.41); HR (95% CI) 1.51 (1.31-1.74)]; P for trend < 0.001). Similar results were found for 90-day mortality. Kaplan-Meier curves showed that patients with higher EASIX had lower 28-day and 90-day survival rates. A linear relationship was found between log2-EASIX and 28-day and 90-day mortality. Conclusion: High EASIX was significantly associated with an increased risk of 28-day and 90-day all-cause mortality in patients with sepsis.
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Affiliation(s)
- Hong-Bo Xu
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Yuan Ye
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Fang Xue
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Jinglan Wu
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Zhijun Suo
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Haigang Zhang
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
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44
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Sorror ML. The use of prognostic models in allogeneic transplants: a perspective guide for clinicians and investigators. Blood 2023; 141:2173-2186. [PMID: 36800564 PMCID: PMC10273168 DOI: 10.1182/blood.2022017999] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/08/2023] [Accepted: 02/08/2023] [Indexed: 02/19/2023] Open
Abstract
Allogeneic hematopoietic cell transplant (HCT) can cure many hematologic diseases, but it carries the potential risk of increased morbidity and mortality rates. Prognostic evaluation is a scientific entity at the core of care for potential recipients of HCT. It can improve the decision-making process of transplant vs no transplant, help choose the best transplant strategy and allows for future trials targeting patients' intolerances to transplant; hence, it ultimately improves transplant outcomes. Prognostic models are key for appropriate actuarial outcome estimates, which have frequently been shown to be better than physicians' subjective estimates. To make the most accurate prognostic evaluation for HCT, one should rely on >1 prognostic model. For relapse and relapse-related mortality risks, the refined disease risk index is currently the most informative model. It can be supplemented with disease-specific models that consider genetic mutations as predictors in addition to information on measurable residual disease. For nonrelapse mortality and HCT-related morbidity risks, the HCT-comorbidity index and Karnofsky performance status have proven to be the most reliable and most accepted by physicians. These can be supplemented with gait speed as a measure of frailty. Some other global prognostic models might add additional prognostic information. Physicians' educated perceptions can then put this information into context, taking into consideration conditioning regimen and donor choices. The future of transplant mandates (1) clinical investigators specifically trained in prognostication, (2) increased reliance on geriatric assessment, (3) the use of novel biomarkers such as genetic variants, and (4) the successful application of novel statistical methods such as machine learning.
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Affiliation(s)
- Mohamed L. Sorror
- Clinical Research Division, Fred Hutchinson Cancer Center and University of Washington School of Medicine, Seattle, WA
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45
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Sanchez-Escamilla M, Flynn J, Devlin S, Maloy M, Fatmi SA, Tomas AA, Escribano-Serrat S, Ponce D, Sauter CS, Giralt SA, Scordo M, Perales MA. EASIX score predicts inferior survival after allogeneic hematopoietic cell transplantation. Bone Marrow Transplant 2023; 58:498-505. [PMID: 36721042 PMCID: PMC10513445 DOI: 10.1038/s41409-023-01922-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 01/05/2023] [Accepted: 01/13/2023] [Indexed: 02/02/2023]
Abstract
The Endothelial Activation and Stress Index (EASIX) is a prognostic tool that uses common clinical laboratory values and has been shown to predict non-relapse mortality (NRM) and overall survival (OS) at the onset of acute graft-versus-host disease (GVHD) after allogeneic hematopoietic cell transplantation (HCT). We hypothesized that EASIX calculated at different time points pre- and post- HCT may predict NRM and OS, and that EASIX calculated at onset of GVHD may predict response to steroids. We evaluated the EASIX score pre- and post-HCT in 152 patients with lymphoid malignancies undergoing unmodified reduced intensity conditioning (RIC) alloHCT with uniform GVHD prophylaxis. In multivariate analysis, EASIX calculated pre-HCT was significantly associated with higher NRM (HR = 1.64, p = 0.009) and lower OS (HR = 1.33, p = 0.046). Furthermore, EASIX calculated at day 30 and at day 100 was associated with increased NRM (HR = 1.65, p < 0.001; and HR = 1.65, p < 0.001) and decreased OS (HR = 1.27, p = 0.018; and HR = 1.49, p < 0.001), independent of HCT-CI, disease and conditioning regimen. Our study shows that high EASIX scores at various time points pre- and post-HCT are significantly associated with poorer overall outcomes. EASIX provides an independent and easily accessible tool to predict outcomes that can be complementary to other measures of risk stratification for patients undergoing HCT.
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Affiliation(s)
- Miriam Sanchez-Escamilla
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
- Department of Hematological Malignancies and Stem Cell Transplantation, Research Institute of Marques de Valdecilla (IDIVAL), Santander, Spain.
| | - Jessica Flynn
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Sean Devlin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Molly Maloy
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Samira A Fatmi
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Ana Alarcon Tomas
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Silvia Escribano-Serrat
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Doris Ponce
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, 10065, USA
| | - Craig S Sauter
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, 10065, USA
| | - Sergio A Giralt
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, 10065, USA
| | - Michael Scordo
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, 10065, USA
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
- Department of Medicine, Weill Cornell Medical College, New York, NY, 10065, USA.
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46
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Vythoulkas D, Lazana I, Kroupis C, Gavriilaki E, Konstantellos I, Bousiou Z, Chondropoulos S, Griniezaki M, Vardi A, Gkirkas K, Karagiannidou A, Batsis I, Stamouli M, Sakellari I, Tsirigotis P. Endothelial Injury Syndromes after Allogeneic Hematopoietic Stem Cell Transplantation: Angiopetin-2 as a Novel Predictor of the Outcome and the Role of Functional Autoantibodies against Angiotensin II Type 1 and Endothelin A Receptor. Int J Mol Sci 2023; 24:ijms24086960. [PMID: 37108124 PMCID: PMC10138628 DOI: 10.3390/ijms24086960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/01/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
Transplant-associated thrombotic microangiopathy (TMA) occurs in a significant percentage of patients after allogeneic stem cell transplantation (allo-SCT) and is associated with significant morbidity and mortality. The aim of the present study was to examine the association of serum angiopoetin-2 (Ang2) levels and the presence of antibodies against angiotensin II type 1 (AT1R) and ndothelin A Recreptor (ETAR) with the outcome of patients with TMA and/or graft-versus-host disease (GVHD) after allo-SCT. Analysis of our data showed that elevated serum Ang2 levels at the time of TMA diagnosis are significantly associated with increased non-relapse mortality and decreased overall survival. To our knowledge, this is the first study demonstrating an association between raised Ang2 levels and poor outcomes in patients with TMA. Antibodies against AT1R (AT1R-Abs) and ETAR (ETAR-Abs) were detected in 27% and 23% of the patients, respectively, but there was no association between the presence of autoantibodies and the outcome of patients with TMA. However, a significant finding was the strong positive correlation between the presence of AT1R-Abs with the occurrence of chronic fibrotic GVHD, such as scleroderma and cryptogenic organizing pneumonia, raising the possibility of the contribution of autoantibodies in the pathogenesis of fibrotic GVHD manifestations.
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Affiliation(s)
- Dionysios Vythoulkas
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Ioanna Lazana
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Christos Kroupis
- Clinical Biochemistry and Molecular Diagnostics, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Eleni Gavriilaki
- Hematology and Bone Marrow Transplantation Department, "G. Papanikolaou" General Hospital, 57010 Thessaloniki, Greece
| | - Ioannis Konstantellos
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Zoi Bousiou
- Hematology and Bone Marrow Transplantation Department, "G. Papanikolaou" General Hospital, 57010 Thessaloniki, Greece
| | - Spiros Chondropoulos
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Marianna Griniezaki
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Anna Vardi
- Hematology and Bone Marrow Transplantation Department, "G. Papanikolaou" General Hospital, 57010 Thessaloniki, Greece
| | - Konstantinos Gkirkas
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Aggeliki Karagiannidou
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Ioannis Batsis
- Hematology and Bone Marrow Transplantation Department, "G. Papanikolaou" General Hospital, 57010 Thessaloniki, Greece
| | - Maria Stamouli
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Ioanna Sakellari
- Hematology and Bone Marrow Transplantation Department, "G. Papanikolaou" General Hospital, 57010 Thessaloniki, Greece
| | - Panagiotis Tsirigotis
- Hematology Division, 2nd Department of Internal Medicine, Propaedeutic, "ATTIKON" University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
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47
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Schult D, Rasch S, Schmid RM, Lahmer T, Mayr U. EASIX Is an Accurate and Easily Available Prognostic Score in Critically Ill Patients with Advanced Liver Disease. J Clin Med 2023; 12:jcm12072553. [PMID: 37048641 PMCID: PMC10094870 DOI: 10.3390/jcm12072553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/18/2023] [Accepted: 03/22/2023] [Indexed: 03/31/2023] Open
Abstract
Acute-on-chronic liver failure (ACLF) is associated with high mortality. Objective prognostic scores are important for treatment decisions. EASIX (Endothelial Activation and Stress Index) is a simple biomarker consisting of LDH, platelets, and creatinine, reflecting endothelial dysfunction after allogeneic stem cell transplantation. Considering endothelial dysfunction in the pathogenesis of ACLF, this study aimed to test the discriminative ability of EASIX in advanced liver disease. We retrospectively analysed the prognostic potential of EASIX to predict 28-day and 3-month mortality in a total of 188 liver cirrhotic patients requiring treatment at the intensive care unit. We evaluated the ability of EASIX to rule out early infections and predict the need for hemodialysis. EASIX performed moderately better than established scores in predicting 28-day mortality (AUC = 0.771) and was nearly equivalent (AUC = 0.791) to SOFA and APACHE-II in the prediction of 3-month mortality. Importantly, EASIX showed better diagnostic potential in ruling out clinically apparent infections than common proinflammatory markers (AUC = 0.861, p < 0.001) and showed suitable accuracy in predicting the need for hemodialysis (AUC = 0.833). EASIX is an accurate, objective and easily assessable biomarker for predicting mortality and complications in patients with advanced liver disease.
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48
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Schoettler ML, Carreras E, Cho B, Dandoy CE, Ho VT, Jodele S, Moissev I, Sanchez-Ortega I, Srivastava A, Atsuta Y, Carpenter P, Koreth J, Kroger N, Ljungman P, Page K, Popat U, Shaw BE, Sureda A, Soiffer R, Vasu S. Harmonizing Definitions for Diagnostic Criteria and Prognostic Assessment of Transplantation-Associated Thrombotic Microangiopathy: A Report on Behalf of the European Society for Blood and Marrow Transplantation, American Society for Transplantation and Cellular Therapy, Asia-Pacific Blood and Marrow Transplantation Group, and Center for International Blood and Marrow Transplant Research. Transplant Cell Ther 2023; 29:151-163. [PMID: 36442770 PMCID: PMC10119629 DOI: 10.1016/j.jtct.2022.11.015] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 11/18/2022] [Indexed: 11/27/2022]
Abstract
Transplantation-associated thrombotic microangiopathy (TA-TMA) is an increasingly recognized complication of hematopoietic cell transplantation (HCT) associated with significant morbidity and mortality. However, TA-TMA is a clinical diagnosis, and multiple criteria have been proposed without universal application. Although some patients have a self-resolving disease, others progress to multiorgan failure and/or death. Poor prognostic features also are not uniformly accepted. The lack of harmonization of diagnostic and prognostic markers has precluded multi-institutional studies to better understand incidence and outcomes. Even current interventional trials use different criteria, making it challenging to interpret the data. To address this urgent need, the American Society for Transplantation and Cellular Therapy, Center for International Bone Marrow Transplant Research, Asia-Pacific Blood and Marrow Transplantation, and European Society for Blood and Marrow Transplantation nominated representatives for an expert panel tasked with reaching consensus on diagnostic and prognostic criteria. The panel reviewed literature, generated consensus statements regarding diagnostic and prognostic features of TA-TMA using the Delphi method, and identified future directions of investigation. Consensus was reached on 4 key concepts: (1) TA-TMA can be diagnosed using clinical and laboratory criteria or tissue biopsy of kidney or gastrointestinal tissue; however, biopsy is not required; (2) consensus diagnostic criteria are proposed using the modified Jodele criteria with additional definitions of anemia and thrombocytopenia. TA-TMA is diagnosed when ≥4 of the following 7 features occur twice within 14 days: anemia, defined as failure to achieve transfusion independence despite neutrophil engraftment; hemoglobin decline by ≥1 g/dL or new-onset transfusion dependence; thrombocytopenia, defined as failure to achieve platelet engraftment, higher-than-expected transfusion needs, refractory to platelet transfusions, or ≥50% reduction in baseline platelet count after full platelet engraftment; lactate dehydrogenase (LDH) exceeding the upper limit of normal (ULN); schistocytes; hypertension; soluble C5b-9 (sC5b-9) exceeding the ULN; and proteinuria (≥1 mg/mg random urine protein-to-creatinine ratio [rUPCR]); (3) patients with any of the following features are at increased risk of nonrelapse mortality and should be stratified as high-risk TA-TMA: elevated sC5b-9, LDH ≥2 times the ULN, rUPCR ≥1 mg/mg, multiorgan dysfunction, concurrent grade II-IV acute graft-versus-host disease (GVHD), or infection (bacterial or viral); and (4) all allogeneic and pediatric autologous HCT recipients with neuroblastoma should be screened weekly for TA-TMA during the first 100 days post-HCT. Patients diagnosed with TA-TMA should be risk-stratified, and those with high-risk disease should be offered participation in a clinical trial for TA-TMA-directed therapy if available. We propose that these criteria and risk stratification features be used in data registries, prospective studies, and clinical practice across international settings. This harmonization will facilitate the investigation of TA-TMA across populations diverse in race, ethnicity, age, disease indications, and transplantation characteristics. As these criteria are widely used, we expect continued refinement as necessary. Efforts to identify more specific diagnostic and prognostic biomarkers are a top priority of the field. Finally, an investigation of the impact of TA-TMA-directed treatment, particularly in the setting of concurrent highly morbid complications, such as steroid-refractory GVHD and infection, is critically needed.
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Affiliation(s)
- M L Schoettler
- Department Blood and Marrow Transplantation, Children's Healthcare of Atlanta, Aflac Cancer and Blood Disorders Center, Atlanta, Georgia
| | - E Carreras
- Spanish Bone Marrow Donor Registry, Josep Carreras Foundation and Leukemia Research Institute, Barcelona, Catalunya, Spain
| | - B Cho
- Department of Internal Medicine, Catholic Blood and Marrow Transplantation Center, Seoul, Korea
| | - C E Dandoy
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - V T Ho
- Department of Medical Oncology, Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - S Jodele
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - I Moissev
- RM Gorbacheva Research Institute, Pavlov University, Saint-Petersburg, Russian Federation
| | | | - A Srivastava
- Department of Haematology, Christian Medical College, Vellore, India
| | - Y Atsuta
- Japanese Data Center for Hematopoietic Cell Transplantation, Nagoya, Japan
| | - P Carpenter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - J Koreth
- Department of Medical Oncology, Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - N Kroger
- Division of Hematology, Ohio State University, Columbus, Ohio
| | - P Ljungman
- Department of Cellular Therapy and Allogeneic Stem Cell Transplantation, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - K Page
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Division of Pediatric Hematology/Oncology/Blood and Marrow Transplant, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - U Popat
- Department of Stem Cell Transplantation & Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - B E Shaw
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Division of Pediatric Hematology/Oncology/Blood and Marrow Transplant, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - A Sureda
- Clinical Hematology Department, Institut Català d'Oncologia-Hospitalet, Barcelona, Spain
| | - R Soiffer
- Department of Medical Oncology, Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - S Vasu
- Division of Hematology, Ohio State University, Columbus, Ohio.
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49
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Mariotti J, Magri F, Giordano L, De Philippis C, Sarina B, Mannina D, Taurino D, Santoro A, Bramanti S. EASIX predicts non-relapse mortality after haploidentical transplantation with post-transplant cyclophosphamide. Bone Marrow Transplant 2023; 58:247-256. [PMID: 36414698 DOI: 10.1038/s41409-022-01874-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 11/03/2022] [Accepted: 11/08/2022] [Indexed: 11/23/2022]
Abstract
Endothelial Activation and Stress Index (EASIX) is a prognostic score reflecting endothelial damage. It can identify cohorts of patients at higher risk of non-relapse mortality (NRM) after allogeneic stem cell transplantation (SCT) from a matched-related or -unrelated donor. No data are available in the setting of haploidentical-SCT with post-transplant cyclophosphamide (PT-Cy). We retrospectively analyzed the role of EASIX score in a cohort of 266 patients receiving Haplo-SCT with PT-Cy at our center. By a decision-tree model, 1-year NRM was 16% vs. 29% and overall survival was 59% vs. 32%, respectively, for patients with a pre-transplant EASIX (EASIX-PRE) <0.8 vs. ≥0.8 (p < 0.001). By multivariable analysis, EASIX-PRE was an independent predictor of NRM (hazard ratio [HR] 2.43, p < 0.001) and overall survival (HR: 1.64, p = 0.011). EASIX-PRE did not predict patients at higher risk of developing acute graft-versus-host disease (GVHD) but was an independent predictor of 1-year NRM (3.2 cutoff, HR 6.61, p = 0.002; <3.2 vs. ≥3.2: 10% vs. 56%, p < 0.001) in patients developing acute GVHD. EASIX score can also represent an important tool to predict mortality in the setting of Haplo-SCT with PT-Cy. It may help to make therapeutic decisions both before the transplant and at the onset of acute GVHD.
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Affiliation(s)
- Jacopo Mariotti
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy.
| | - Filippo Magri
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Laura Giordano
- Biostatistics Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Chiara De Philippis
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Barbara Sarina
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Daniele Mannina
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Daniela Taurino
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Armando Santoro
- Biostatistics Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
| | - Stefania Bramanti
- BMT and Cell Therapy Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Italy
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50
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Acosta-Medina AA, Baranwal A, Johnson IM, Kharfan-Dabaja MA, Murthy H, Palmer JM, Sproat L, Mangaonkar A, Shah MV, Hogan WJ, Litzow MR, Tefferi A, Alkhateeb HB. Comparison of Pretransplantation Prediction Models for Nonrelapse Mortality in Patients with Myelofibrosis Undergoing Allogeneic Stem Cell Transplantation. Transplant Cell Ther 2023:S2666-6367(23)01069-2. [PMID: 36773650 DOI: 10.1016/j.jtct.2023.02.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/01/2023] [Accepted: 02/01/2023] [Indexed: 02/11/2023]
Abstract
Allogeneic stem cell transplantation (alloSCT) is the only known curative treatment for myelofibrosis (MF). Risk assessment remains important for patient counseling and predicting survival outcomes for relapse and nonrelapse mortality (NRM). Outcome-prediction tools can guide decision-making. Their use in MF has relied on their extrapolation from other malignancies. The primary objective of this study was to assess the performance of the Hematopoietic cell Transplantation Comorbidity Index (HCT-CI), the augmented HCT-CI (aHCT-CI), and the Endothelial Activation and Stress Index (EASIX) in predicting NRM in patients with MF undergoing alloSCT. We retrospectively reviewed patients with MF undergoing alloSCT between 2012 and 2020 at the Mayo Clinic. Data were abstracted from the electronic medical record. EASIX score was calculated before starting conditioning therapy and analyzed based on log2- transformed values. We evaluated the log2-EASIX scores by quartiles to assess the effect of increasing values on NRM. NRM was evaluated using competing risk analyses. We used the Kaplan-Meier and log-rank methods to evaluate OS. The Fine-Gray model was used to determine risk factors for NRM. The performance of HCT-CI and aHCT-CI was compared by evaluation of model concordance given the high correlation between HCT-CI and aHCT-CI (r = .75). A total of 87 patients were evaluated. The median duration of follow-up after alloSCT was 5 years (95% confidence interval [CI], 4.4 to 6.31 years). Patients with a high HCT-CI score had significantly increased cumulative incidence of NRM at 3 years (35.5% versus 11.6%; P = .011) after alloSCT. A progressively increasing 3-year NRM was observed with increasing aHCT-CI risk category, and patients with a high or very high aHCT-CI score had significantly higher 3-year NRM compared to those with intermediate-risk or low-risk aHCT-CI scores at 3 years post-alloSCT (31.9% versus 6.52%; P = .004). An increasing log2-EASIX score quartile was not associated with 3-year NRM (19.0% versus 10.1% versus 25% versus 14.3%; P = .59), and the EASIX score was not found to be a predictor of post-transplantation NRM. A high HCT-CI was associated with significantly worse 3-year overall survival (OS) (hazard ratio [HR], 4.41; 95% CI, 1.97 to 9.87; P < .001). A high or very high aHCT-CI was significantly associated with poor 3-year OS (HR, 3.99; 95% CI, 1.56 to 10.22; P = .004). An increasing log2-EASIX score quartile group was not associated with 3-year OS (3-year OS rate, 66.7% versus 80.4% versus 64.6% versus 76.2%; P = .57). The EASIX score should not be used routinely in patients with MF. Both the HCT-CI and the aHCT-CI are accurate in predicting long-term survival outcomes in this patient population. Further studies are important to validate our findings of the role of EASIX in predicting NRM in patients with MF or other myeloproliferative neoplasms undergoing alloSCT. © 2023 American Society for Transplantation and Cellular Therapy. Published by Elsevier Inc.
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Affiliation(s)
| | - Anmol Baranwal
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | | | | | - Hemant Murthy
- Division of Hematology, Mayo Clinic, Jacksonville, Florida
| | | | - Lisa Sproat
- Division of Hematology, Mayo Clinic, Phoenix, Arizona
| | | | - Mithun V Shah
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | | | - Mark R Litzow
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Ayalew Tefferi
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
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