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Integrating data mining and transmission theory in the ecology of infectious diseases 期刊论文
ECOLOGY LETTERS, 2020, 23 (8) : 1178-1188
作者:  Han, Barbara A.;  39;Regan, Suzanne M.
收藏  |  浏览/下载:8/0  |  提交时间:2020/05/25
Boosted regression  disease dynamics  disease macroecology  pathogen transmission  random forest  statistical learning  zoonosis  zoonotic spillover  
Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载:7/0  |  提交时间:2020/05/13
machine learning  inference  floods  
Water Resources as Determinants for Foreign Direct Investments in Land - A Gravity Analysis of Foreign Land Acquisitions 期刊论文
ECOLOGICAL ECONOMICS, 2020, 170
作者:  Hirsch, Cornelius;  Krisztin, Tamas;  See, Linda
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
FDI  Foreign Land Acquisition  Bilateral Trade Agreements  Water Resources  Precipitation  Yield Gap  Gravity model  PPML  ZIP  
Reconstruction of GRACE Data on Changes in Total Water Storage Over the Global Land Surface and 60 Basins 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Sun, Zhangli;  Long, Di;  Yang, Wenting;  Li, Xueying;  Pan, Yun
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
GRACE  spherical harmonics  mascons  machine learning  data gaps  reconstruction  
Population growth and land development: Investigating the bi-directional interactions 期刊论文
ECOLOGICAL ECONOMICS, 2020, 169
作者:  Tong, Qingmeng;  Qiu, Feng
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
Population growth  Land development  Spatial spillovers  Spatial regression model  
Comparison of Data-Driven Techniques to Reconstruct (1992-2002) and Predict (2017-2018) GRACE-Like Gridded Total Water Storage Changes Using Climate Inputs 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Li, Fupeng;  Kusche, Juergen;  Rietbroek, Roelof;  Wang, Zhengtao;  Forootan, Ehsan;  Schulze, Kerstin;  Lueck, Christina
收藏  |  浏览/下载:4/0  |  提交时间:2020/05/13
Reduced-Dimensional Gaussian Process Machine Learning for Groundwater Allocation Planning Using Swarm Theory 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Siade, Adam J.;  Cui, Tao;  Karelse, Robert N.;  Hampton, Clive
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Jiang, Ze;  Sharma, Ashish;  Johnson, Fiona
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
A bioorthogonal system reveals antitumour immune function of pyroptosis 期刊论文
NATURE, 2020
作者:  Kim, Sungchul;  Loeff, Luuk;  Colombo, Sabina;  Jergic, Slobodan;  Brouns, Stan J. J.;  Joo, Chirlmin
收藏  |  浏览/下载:49/0  |  提交时间:2020/07/03

Bioorthogonal chemistry capable of operating in live animals is needed to investigate biological processes such as cell death and immunity. Recent studies have identified a gasdermin family of pore-forming proteins that executes inflammasome-dependent and -independent pyroptosis(1-5). Pyroptosis is proinflammatory, but its effect on antitumour immunity is unknown. Here we establish a bioorthogonal chemical system, in which a cancer-imaging probe phenylalanine trifluoroborate (Phe-BF3) that can enter cells desilylates and '  cleaves'  a designed linker that contains a silyl ether. This system enabled the controlled release of a drug from an antibody-drug conjugate in mice. When combined with nanoparticle-mediated delivery, desilylation catalysed by Phe-BF3 could release a client protein-including an active gasdermin-from a nanoparticle conjugate, selectively into tumour cells in mice. We applied this bioorthogonal system to gasdermin, which revealed that pyroptosis of less than 15% of tumour cells was sufficient to clear the entire 4T1 mammary tumour graft. The tumour regression was absent in immune-deficient mice or upon T cell depletion, and was correlated with augmented antitumour immune responses. The injection of a reduced, ineffective dose of nanoparticle-conjugated gasdermin along with Phe-BF3 sensitized 4T1 tumours to anti-PD1 therapy. Our bioorthogonal system based on Phe-BF3 desilylation is therefore a powerful tool for chemical biology  our application of this system suggests that pyroptosis-induced inflammation triggers robust antitumour immunity and can synergize with checkpoint blockade.


In mouse models of cancer, a biorthogonal chemical system based on desilylation catalysed by phenylalanine trifluoroborate enables the controlled release of gasdermin to induce pyroptosis selectively in tumour cells


  
Summer Monsoon Rainfall Patterns and Predictability over Southeast China 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Dai, Lun;  Cheng, Tat Fan;  Lu, Mengqian
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
Rainfall Predictability  Data Mining  Monsoon  Climate  Spatiotemporal Analysis  Southeast China