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Integrating Multi-Omics Features Enables Non-Invasive Early Diagnosis and Treatment Response Prediction of Diffuse Large B-cell Lymphoma

Weilong Zhang, Bangquan Ye, Yang Song,Ping Yang, Wenzhe Si, Hairong Jing, Fan Yang, Dan Yuan, Zhihong Wu, Jiahao Lyu, Kang Peng,Xu Zhang, Lingli Wang,Yan Li,Yan Liu,Chaoling Wu, Xiaoyu Hao, Yuqi Zhang, Wenxin Qi,Jing Wang,Fei Dong, Zijian Zhao,Hongmei Jing,Yanzhao Li

CLINICAL AND TRANSLATIONAL MEDICINE（2025）

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Key words
cfDNA,DLBCL,early diagnosis,integrated model,multi-omics,treatment prediction
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