Skip to main content

ORIGINAL RESEARCH article

Front. Immunol.

Sec. Cancer Immunity and Immunotherapy

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1547056

Development and Validation of Novel Models Based on Clonality Immunoglobulin Gene Rearrangement for Evaluation of Bone Marrow Involvement and Prognostic Prediction in Patients with Diffuse Large B-cell Lymphoma: a Multicenter Retrospective Study

Provisionally accepted
Ze-Lin Liu Ze-Lin Liu 1Qianping Li Qianping Li 2Rui-Qi Liu Rui-Qi Liu 3Yang-Yang Ding Yang-Yang Ding 1Ya Liao Ya Liao 1Lin-Hui Hu Lin-Hui Hu 1Lian-fang Pu Lian-fang Pu 1Chun-Hua Zhu Chun-Hua Zhu 4Sheng-Hui Zhang Sheng-Hui Zhang 2*Shudao Xiong Shudao Xiong 1*
  • 1 Department of Hematology, The Second Hospital of Anhui Medical University, Hefei, China
  • 2 Wenzhou Medical University, Wenzhou, Zhejiang Province, China
  • 3 Qilu Hospital, Shandong University, Jinan, Shandong Province, China
  • 4 Air Force HealthCare Center for Special Services Hangzhou, Hangzhou, Jiangsu Province, China

The final, formatted version of the article will be published soon.

    Bone marrow involvement (BMI) is a poor prognostic factor in diffuse large B cell lymphoma (DLBCL), and accurate evaluation of BMI is crucial for determining stages and prognosis. This study aimed to identify the most effective examinations for evaluating BMI in DLBCL, including positron emission tomography-computed tomography (PET/CT), immunoglobulin gene rearrangement (IGR), flow cytometry (FCM), bone marrow cytology (BMC) and bone marrow biopsy pathology (BMB), and to further explore its prognostic significance in DLBCL patients. A total of 364 newly diagnosed patients with DLBCL were included in this retrospective study.Compared to other detection methods, Clonal IGR BMI-positive were found the highest rate of 114 patients (31.3%), and IGR BM involvement-positive patients of DLBCL had the worst survival outcomes, especially among patients in stages I to III (P<0.001). Notably, PET/CT existed some limitations in BMI diagnosis, particularly in stage IV patients (P>0.05). Additionally, the combination of IGR and BMB demonstrated superior prognostic predictive capability for the patients in stage IV (P<0.001). Multivariate analysis further confirmed that double-positive BMI of IGR and BMB was an independent prognostic factors of PFS (P=0.026) and OS (P=0.042). In addition, the novel IPI and NCCN-IPI stratification models were established by incorporating the combination of IGR and BMB in training group. The C-index of novel models were increased when IGR and BMB were supplemented in our cohort. Our results suggest that IGR is the most valuable methods for evaluating BMI compared to traditional detection methods. Adding the combination of IGR and BMB to the IPI and NCCN-IPI score may improve their predictive ability.In summary, IGR is ensential for evaluation of BMI, and provide an ideal method for disease staging and risk stratification in DLBCL patients in the rituximab era.

    Keywords: diffuse large B cell lymphoma, Bone marrow involvement, Immunoglobulin gene rearrangement, Positron emission tomography-computed tomography, Flow Cytometry, Bone marrow cytology, Bone Marrow Biopsy Pathology, Prognostic model

    Received: 17 Dec 2024; Accepted: 26 Mar 2025.

    Copyright: © 2025 Liu, Li, Liu, Ding, Liao, Hu, Pu, Zhu, Zhang and Xiong. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence:
    Sheng-Hui Zhang, Wenzhou Medical University, Wenzhou, 325035, Zhejiang Province, China
    Shudao Xiong, Department of Hematology, The Second Hospital of Anhui Medical University, Hefei, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

    Research integrity at Frontiers

    Man ultramarathon runner in the mountains he trains at sunset

    95% of researchers rate our articles as excellent or good

    Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


    Find out more