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.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout





Similar content being viewed by others
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Copelan EA. Hematopoietic stem-cell transplantation. N Engl J Med. 2006;354:1813–26.
Zeiser R, Blazar BR. Acute graft-versus-host disease - biologic process, prevention, and therapy. N Engl J Med. 2017;377:2167–79.
Ferrara JL, Levine JE, Reddy P, Holler E. Graft-versus-host disease. Lancet. 2009;373:1550–61.
Kitko CL, Paczesny S, Yanik G, Braun T, Jones D, Whitfield J, et al. Plasma elevations of tumor necrosis factor-receptor-1 at day 7 postallogeneic transplant correlate with graft-versus-host disease severity and overall survival in pediatric patients. Biol Blood Marrow Transplant. 2008;14:759–65.
Qayed M, Kapoor U, Gillespie S, Westbrook A, Aguayo-Hiraldo P, Ayuk FA, et al. A validated risk stratification that incorporates MAGIC biomarkers predicts long-term outcomes in pediatric patients with acute GVHD. Transpl Cell Ther. 2024;30:603.e1–603.e11.
Jacobsohn DA. Acute graft-versus-host disease in children. Bone Marrow Transpl. 2008;41:215–21.
Heo S-K, Noh E-K, Lee YJ, Shin Y, Kim Y, Im H-S, et al. The soluble VCAM-1 level is a potential biomarker predicting severe acute graft versus host disease after allogeneic hematopoietic cell transplantation. BMC Cancer. 2022;22:997.
Reikvam H, Mosevoll KA, Melve GK, Günther C-C, Sjo M, Bentsen P-T, et al. The Pretransplantation Serum Cytokine Profile in Allogeneic Stem Cell Recipients Differs from Healthy Individuals, and Various Profiles are Associated with Different Risks of Posttransplantation Complications. Biol Blood Marrow Transpl. 2012;18:190–9.
Choi SW, Kitko CL, Braun T, Paczesny S, Yanik G, Mineishi S, et al. Change in plasma tumor necrosis factor receptor 1 levels in the first week after myeloablative allogeneic transplantation correlates with severity and incidence of GVHD and survival. Blood. 2008;112:1539–42.
Kitko CL, Paczesny S, Yanik G, Braun T, Jones D, Whitfield J, et al. Plasma elevations of tumor necrosis factor-receptor-1 at day 7 postallogeneic transplant correlate with graft-versus-host disease severity and overall survival in pediatric patients. Biol Blood Marrow Transpl. 2008;14:759–65.
August KJ, Chiang KY, Bostick RM, Flanders WD, Waller EK, Langston A, et al. Biomarkers of immune activation to screen for severe, acute GVHD. Bone Marrow Transpl. 2011;46:601–4.
Willems E, Humblet-Baron S, Dengis O, Seidel L, Beguin Y, Baron F. Elevations of tumor necrosis factor receptor 1 at day 7 and acute graft-versus-host disease after allogeneic hematopoietic cell transplantation with nonmyeloablative conditioning. Bone Marrow Transpl. 2010;45:1442–8.
Luft T, Benner A, Terzer T, Jodele S, Dandoy CE, Storb R, et al. EASIX and mortality after allogeneic stem cell transplantation. Bone Marrow Transpl. 2020;55:553–61.
Li N, Zhao C, Ma R, Lou R, Liu X-J, Zheng F-M, et al. Cytokine profiling during conditioning in haploidentical stem cell transplantation and its prognostic impact on early transplant outcomes. Transpl Immunol. 2023;78:101830.
Lv M, Ye HG, Zhao XS, Zhao XY, Chang YJ, Liu DH, et al. Ceruloplasmin is a potential biomarker for aGvHD following allogeneic hematopoietic stem cell transplantation. PLoS ONE. 2013;8:e58735.
Hill GR, Koyama M. Cytokines and costimulation in acute graft-versus-host disease. Blood. 2020;136:418–28.
Socié G, Blazar BR. Acute graft-versus-host disease: from the bench to the bedside. Blood. 2009;114:4327–36.
Ferrara JL, Reddy P. Pathophysiology of graft-versus-host disease. Semin Hematol. 2006;43:3–10.
Przepiorka D, Weisdorf D, Martin P, Klingemann HG, Beatty P, Hows J, et al. 1994 Consensus Conference on Acute GVHD Grading. Bone Marrow Transpl. 1995;15:825–8.
Schoemans HM, Lee SJ, Ferrara JL, Wolff D, Levine JE, Schultz KR, et al. EBMT-NIH-CIBMTR Task Force position statement on standardized terminology & guidance for graft-versus-host disease assessment. Bone Marrow Transpl. 2018;53:1401–15.
Luminex® Discovery Assay Human Premixed Multi-Analyte Kit. Catalog Number LXSAHM ed. Minneapolis, MN: R&D Systems Inc.; 2023. p. For the simultaneous detection of multiple human biomarkers in cell culture supernates, serum, and plasma.
R Core Team. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2020.
Therneau T, Grambsch P. Modeling survival data: Extending the cox model. New York: Springer-Verlag; 2000.
Wickham H ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York; 2016.
Gu Z. Complex heatmap visualization. iMeta. 2022;1:e43.
Levine JE, Braun TM, Harris AC, Holler E, Taylor A, Miller H, et al. A prognostic score for acute graft-versus-host disease based on biomarkers: a multicentre study. Lancet Haematol. 2015;2:e21–e9.
MacMillan ML, Robin M, Harris AC, DeFor TE, Martin PJ, Alousi A, et al. A refined risk score for acute graft-versus-host disease that predicts response to initial therapy, survival, and transplant-related mortality. Biol Blood Marrow Transpl. 2015;21:761–7.
Vander Lugt MT, Braun TM, Hanash S, Ritz J, Ho VT, Antin JH, et al. ST2 as a marker for risk of therapy-resistant graft-versus-host disease and death. N Engl J Med. 2013;369:529–39.
Socie G, Michonneau D. Milestones in acute GVHD pathophysiology. Front Immunol. 2022;13:1079708.
Ghimire S, Weber D, Mavin E, Wang XN, Dickinson AM, Holler E. Pathophysiology of GvHD and other HSCT-related major complications. Front Immunol. 2017;8:79.
Sakata N, Yasui M, Okamura T, Inoue M, Yumura-Yagi K, Kawa K. Kinetics of plasma cytokines after hematopoietic stem cell transplantation from unrelated donors: the ratio of plasma IL-10/sTNFR level as a potential prognostic marker in severe acute graft-versus-host disease. Bone Marrow Transpl. 2001;27:1153–61.
Etra A, El Jurdi N, Katsivelos N, Kwon D, Gergoudis S, Morales G, et al. Amphiregulin, ST2, and REG3α biomarker risk algorithms as predictors of nonrelapse mortality in patients with acute GVHD. Blood Adv. 2024;8:3284–92.
Satwani P, Jin Z, Duffy D, Morris E, Bhatia M, Garvin JH, et al. Transplantation-related mortality, graft failure, and survival after reduced-toxicity conditioning and allogeneic hematopoietic stem cell transplantation in 100 consecutive pediatric recipients. Biol Blood Marrow Transpl. 2013;19:552–61.
McNeer JL, Kletzel M, Rademaker A, Alford K, O’Day K, Schaefer C, et al. Early elevation of C-reactive protein correlates with severe infection and nonrelapse mortality in children undergoing allogeneic stem cell transplantation. Biol Blood Marrow Transpl. 2010;16:350–7.
Simonin M, Dalissier A, Labopin M, Willasch A, Zecca M, Mouhab A, et al. More chronic GvHD and non-relapse mortality after peripheral blood stem cell compared with bone marrow in hematopoietic transplantation for paediatric acute lymphoblastic leukemia: a retrospective study on behalf of the EBMT Paediatric Diseases Working Party. Bone Marrow Transpl. 2017;52:1071–3.
Acknowledgements
The authors would like to acknowledge all patients and their families as well as the clinical staff involved in the care of HSCT pediatric patients at the Willem-Alexander Children’s Hospital, Leiden.
Author information
Authors and Affiliations
Contributions
ABV was responsible for study design, literature review, clinical data collection, data cleaning and statistical analysis, interpretation of results and drafting of the manuscript. EGJA assisted with study design, statistical analysis, and interpretation. EBA provided expert advice on data cleaning and statistical analysis, and interpretation of results. AMJH performed all laboratory tests and collected and cleaned the laboratory data. MWS provided expert advice on study design and laboratory data collection. ACL, GL and ABM were involved in study design and interpretation of results. EPB was responsible for study design, interpretation of results and supervised the research. All authors contributed to writing the manuscript.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Verbeek, A.B., von Asmuth, E.G.J., van den Akker, E.B. et al. Pre-transplant inflammation and its associations with acute GvHD and mortality in pediatric allogeneic hematopoietic stem cell transplantation patients. Bone Marrow Transplant (2025). https://doi.org/10.1038/s41409-025-02583-5
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41409-025-02583-5