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Impacts of Using State-of-the-Art Multivariate Bias Correction Methods on Hydrological Modeling Over North America 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang John;  Xu, Chong-Yu;  Chen, Hua
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/13
multivariate bias correction methods  hydrological modeling  intervariable correlation  climate regimes  North America  
Peripheral T cell expansion predicts tumour infiltration and clinical response 期刊论文
NATURE, 2020, 579 (7798) : 274-+
作者:  Yasuda, Sayaka;  Tsuchiya, Hikaru;  Kaiho, Ai;  Guo, Qiang;  Ikeuchi, Ken;  Endo, Akinori;  Arai, Naoko;  Ohtake, Fumiaki;  Murata, Shigeo;  Inada, Toshifumi;  Baumeister, Wolfgang;  Fernandez-Busnadiego, Ruben;  Tanaka, Keiji;  Saeki, Yasushi
收藏  |  浏览/下载:18/0  |  提交时间:2020/07/03

Despite the resounding clinical success in cancer treatment of antibodies that block the interaction of PD1 with its ligand PDL1(1), the mechanisms involved remain unknown. A major limitation to understanding the origin and fate of T cells in tumour immunity is the lack of quantitative information on the distribution of individual clonotypes of T cells in patients with cancer. Here, by performing deep single-cell sequencing of RNA and T cell receptors in patients with different types of cancer, we survey the profiles of various populations of T cells and T cell receptors in tumours, normal adjacent tissue, and peripheral blood. We find clear evidence of clonotypic expansion of effector-like T cells not only within the tumour but also in normal adjacent tissue. Patients with gene signatures of such clonotypic expansion respond best to anti-PDL1 therapy. Notably, expanded clonotypes found in the tumour and normal adjacent tissue can also typically be detected in peripheral blood, which suggests a convenient approach to patient identification. Analyses of our data together with several external datasets suggest that intratumoural T cells, especially in responsive patients, are replenished with fresh, non-exhausted replacement cells from sites outside the tumour, suggesting continued activity of the cancer immunity cycle in these patients, the acceleration of which may be associated with clinical response.


  
A new two-stage multivariate quantile mapping method for bias correcting climate model outputs 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3603-3623
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang;  Shen, Mingxi;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Bias correction  Inter-variable correlation  Statistical downscaling  Climate change  Global climate model