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Journal of Zhejiang University SCIENCE B

ISSN 1673-1581(Print), 1862-1783(Online), Monthly

Composite B-cell and T-cell lymphomas: clinical, pathological, and molecular features of three cases and literature review

Abstract: Composite lymphoma (CL) involving B-cell lymphoma and T-cell lymphoma is extremely rare. Herein, we report three such cases using immunohistochemistry, flow cytometry, and the next-generation sequencing (NGS) to identify the pathological and molecular characteristics of CL. In the first case, the patient was admitted to hospital for generalized pruritic maculopapular rash over the whole body. An excisional biopsy of the skin lesions showed T-cell lymphoma. At the same time, the staging bone marrow (BM) biopsy revealed a diffuse large B-cell lymphoma (DLBCL). After R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone) therapies, the patient produced a good response with substantial dissipation of the rashes and relief of skin. The other two patients were admitted to hospital due to lymphadenopathy and were diagnosed with DLBCL and follicular lymphoma (FL) after core needle biopsy of lymph nodes, BM biopsy, BM aspiration, and flow cytometry. Following R-CHOP and R-COP (rituximab, cyclophosphamide, vincristine, and prednisone) therapies, they achieved complete remission unconfirmed (CRu) and complete remission (CR). However, one or two years later, they suffered a relapse of lymphadenopathy. The shocking fact was that re-biopsy of lymphadenopathy revealed peripheral T-cell lymphoma (PTCL) and angioimmunoblastic T-cell lymphoma (AITL). NGS findings identified DNA methyltransferase 3a (DNMT3a), isocitrate dehydrogenase 2 (IDH2), Ras homolog gene family, member A (RHOA), splicing factor 3B subunit 1 (SF3B1), and tumor protein p53 (TP53) mutations. After immunochemotherapy, these patients achieved CRu and CR again. Nevertheless, they suffered a second relapse of T-cell lymphoma. Finally, they died due to progression of disease. We found that the occurrence of CL is associated with Epstein-Barr virus infection and DNMT3a, IDH2, and TP53 mutations, and the prognosis of the disease is closely related to the T-cell lymphoma components.

Key words: Composite lymphoma; B-cell lymphoma; T-cell lymphoma

Chinese Summary  <14> 移动边缘计算中联邦学习的能效策略综述

颜康1,束妮娜1,吴韬1,2,刘春生1,杨盘隆3
1国防科技大学电子对抗学院,中国合肥市,230009
2香港理工大学电子计算学系,中国香港特别行政区,999077
3中国科学技术大学计算机科学与技术学院,中国合肥市,230026
摘要:随着第五代网络技术和物联网的蓬勃发展,终端用户设备数量和各种各样的应用程序正在激增,从而在网络边缘产生大量数据。为了高效处理这些数据,创新性的移动边缘计算框架已经出现,以实现靠近用户流量的低延迟和高效的计算能力。近年来,由于其保护隐私的优势,联邦学习在边缘计算中展示出经验性的成功。因此,它成为各种机器学习任务中分析和处理分布式数据有前景的解决方案,这些任务是移动边缘计算中的主要工作负载。遗憾的是,终端用户设备通常由容量有限的电池供电,在执行高能耗的联邦学习任务时会面临挑战。为应对这些挑战,已有许多节能策略被提出。考虑到目前缺乏全面总结和分类这些策略的调查,我们对移动边缘计算中联邦学习的节能策略的最新进展作了全面调查。具体而言,首先介绍了联邦学习中的系统模型和能耗模型,涉及计算和通信。然后,分析了提高能效方面的挑战,并从3个角度总结了节能策略:基于学习的策略、资源分配策略和客户端选择策略。对这些策略作了详细分析,比较了它们的优势和劣势。此外,通过展示实验结果,直观展现了这些策略对联邦学习性能的影响。最后,讨论了节能联邦学习若干潜在研究方向。

关键词组:移动边缘计算;联邦学习;能量高效


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DOI:

10.1631/jzus.B2300181

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On-line Access:

2023-08-08

Received:

2023-03-16

Revision Accepted:

2023-04-16

Crosschecked:

2023-08-08

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