{"title":"Dynamic immune profiling enables early distinction between gastrointestinal GVHD and viral diarrhea after hematopoietic stem cell transplantation.","authors":"Man Chen, Xue-Qiao Wang, Jing Long, Min-Jing Fu, Hui Wang, Wei Zhao","doi":"10.1186/s12865-026-00850-8","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is curative for hematologic malignancies, yet diarrhea after allo-HSCT-mainly due to gastrointestinal graft-versus-host disease (GI-GVHD) or viral infection-remains a major clinical challenge. Early etiological differentiation is essential for appropriate management.</p><p><strong>Aims: </strong>This study aimed to develop an immune-based predictive model by dynamically monitoring lymphocyte subsets and cytokines after allo-HSCT.</p><p><strong>Results: </strong>Among 232 patients who underwent allo-HSCT at Beijing Lu Daopei Hospital between 2021 and 2024, 58 developed biopsy-confirmed post-transplant (post-HSCT) diarrhea, comprising 34 cases of GI-GVHD and 24 cases of viral enteritis. Immune profiles were measured one week prior to diarrhea onset, as well as at weeks 4 and 5 post-HSCT. Predictive features were selected using LASSO and logistic regression to construct single- and multi-time-point models, which were validated using nomogram, calibration, and decision curve analyses. At the pre-diarrhea point, patients with aGVHD had higher Reg3α, CD3⁺T%, CD8⁺T%, naive CD4⁺/CD4⁺T%, and Th2/CD4⁺T%, but lower NK count and NK% (all P < 0.05). The single-time-point model achieved good discrimination (AUC = 0.799), while the multi-time-point model integrating nine dynamic parameters showed superior accuracy (AUC = 0.908).</p><p><strong>Conclusions: </strong>Dynamic immune profiling may aid in the early distinction between GI-GVHD and viral enteritis, highlighting its potential as a tool for immunological surveillance to guide intervention after allo-HSCT.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":" ","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2026-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13386629/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Immunology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12865-026-00850-8","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is curative for hematologic malignancies, yet diarrhea after allo-HSCT-mainly due to gastrointestinal graft-versus-host disease (GI-GVHD) or viral infection-remains a major clinical challenge. Early etiological differentiation is essential for appropriate management.
Aims: This study aimed to develop an immune-based predictive model by dynamically monitoring lymphocyte subsets and cytokines after allo-HSCT.
Results: Among 232 patients who underwent allo-HSCT at Beijing Lu Daopei Hospital between 2021 and 2024, 58 developed biopsy-confirmed post-transplant (post-HSCT) diarrhea, comprising 34 cases of GI-GVHD and 24 cases of viral enteritis. Immune profiles were measured one week prior to diarrhea onset, as well as at weeks 4 and 5 post-HSCT. Predictive features were selected using LASSO and logistic regression to construct single- and multi-time-point models, which were validated using nomogram, calibration, and decision curve analyses. At the pre-diarrhea point, patients with aGVHD had higher Reg3α, CD3⁺T%, CD8⁺T%, naive CD4⁺/CD4⁺T%, and Th2/CD4⁺T%, but lower NK count and NK% (all P < 0.05). The single-time-point model achieved good discrimination (AUC = 0.799), while the multi-time-point model integrating nine dynamic parameters showed superior accuracy (AUC = 0.908).
Conclusions: Dynamic immune profiling may aid in the early distinction between GI-GVHD and viral enteritis, highlighting its potential as a tool for immunological surveillance to guide intervention after allo-HSCT.
期刊介绍:
BMC Immunology is an open access journal publishing original peer-reviewed research articles in molecular, cellular, tissue-level, organismal, functional, and developmental aspects of the immune system as well as clinical studies and animal models of human diseases.