Available to mentor
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Research scientistStanford University School of Medicine, Stanford, 2023
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Postdoctoral researcherStanford University School of Medicine, Stanford, 2019
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Postdoctoral researcherUniversity of California, San Diego, San Diego, 2016
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PhDUniversity of California, San Diego, San Diego, 2014
Our current research focuses on developing new machine learning (ML) and deep learning (DL) methods with statistical analysis from a data-driven approach using multiomics data and wearable sensor data to study multi-tissue responses to exercise and under disease model, to provide insights for therapeutic benefits. We use ML and DL methods to model the complexity and heterogeneity of multiomic data and wearable data. For multiomics data, in our ongoing work, we use network analysis and graphical neural network (GNN) to study how tissues communicate with each other in response to exercise. For the wearable data, we use signal processing and signal detection techniques and recurrent neural network (RNN) to track and evaluate the exercise responses in different individuals under various disease statuses. Finally, we will take advantage of ML and DL to link biomarkers at the molecular level with digital markers from wearable sensors to optimize training programs and to improve exercise efficiency.
Meng Wang Lab
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Xu N, Jiang J, Jiang F, Dong G, Meng L, Wang M, Chen J, Li C, Shi Y, He S, Li R. Nat Commun, 2024 Jul 8; 15 (1): 5730Journal ArticleCircCDC42-encoded CDC42-165aa regulates macrophage pyroptosis in Klebsiella pneumoniae infection through Pyrin inflammasome activation.
DOI:10.1038/s41467-024-50154-x PMID: 38977695 -
Zhang M, Xie Z, Tan Y, Wu Y, Wang M, Zhang P, Yuan Y, Li J. Cell Signal, 2024 Oct; 122: 111304Journal ArticleMETTL14-mediated N6-methyladenosine modification of TCP1 mRNA promotes acute myeloid leukemia progression.
DOI:10.1016/j.cellsig.2024.111304 PMID: 39033992 -
Zhang M, Wu Y, Lu X, Qin Y, Zhang C, Gu W, Gao R, Qi Y, Wang M, Huang Q. Chemical Engineering Journal, 2024 Aug 15; 494:Journal ArticleSelf-assembled multifunctional Prussian blue analogues nanocomposite for MRI-guided multimodal therapy for breast cancer
DOI:10.1016/j.cej.2024.152953 -
Bai X, Wu Y-P, Li Z-Y, Chen X-F, Wang M, Li J-J. Zhongguo Shi Yan Xue Ye Xue Za Zhi, 2024 Aug; 32 (4): 999 - 1004.Journal Article[Expression of lncRNA UCA1 in Acute Myeloid Leukemia Patients and Its Clinical Significance].
DOI:10.19746/j.cnki.issn.1009-2137.2024.04.004 PMID: 39192389 -
Zhang P-P, Wang M, Jin Y, Zhu J-F, Zhu F-B, Han L-L, Yang Y-L, Zhang F, Li J-J. Zhongguo Shi Yan Xue Ye Xue Za Zhi, 2024 Jun; 32 (3): 685 - 692.Journal Article[Clinical Characteristics and Prognosis of Patients with Acute Leukemia Complicated with Mucormycosis after Chemotherapy].
DOI:10.19746/j.cnki.issn.1009-2137.2024.03.006 PMID: 38926954 -
Zhou X, Shen X, Johnson JS, Spakowicz DJ, Agnello M, Zhou W, Avina M, Honkala A, Chleilat F, Chen SJ, Cha K, Leopold S, Zhu C, Chen L, Lyu L, Hornburg D, Wu S, Zhang X, Jiang C, Jiang L, Jiang L, Jian R, Brooks AW, Wang M, Contrepois K, Gao P, Rose SMS-F, Tran TDB, Nguyen H, Celli A, Hong B-Y, Bautista EJ, Dorsett Y, Kavathas PB, Zhou Y, Sodergren E, Weinstock GM, Snyder MP. Cell Host Microbe, 2024 Apr 10; 32 (4): 506 - 526.e9.Journal ArticleLongitudinal profiling of the microbiome at four body sites reveals core stability and individualized dynamics during health and disease.
DOI:10.1016/j.chom.2024.02.012 PMID: 38479397 -
Li J-J, Wu Y-P, Zhang M-M, Wang M, Zhang P-P, Liu L. Zhongguo Shi Yan Xue Ye Xue Za Zhi, 2024 Apr; 32 (2): 376 - 381.Journal Article[The Expression of METTL14 in Patients with Newly Diagnosed Acute Myeloid Leukemia and Its Clinical Significance].
DOI:10.19746/j.cnki.issn.1009-2137.2024.02.008 PMID: 38660839 -
Chen J, Jiang F, Xu N, Dong G, Jiang J, Wang M, Li C, Li R. J Med Food, 2024 Feb; 27 (2): 110 - 122.Journal ArticleAnthocyanin Extracted from Purple Sweet Potato Alleviates Dextran Sulfate Sodium-Induced Colitis in Mice by Suppressing Pyroptosis and Altering Intestinal Flora Structure.
DOI:10.1089/jmf.2023.K.0247 PMID: 38181190
