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An improved forecast of precipitation type using correlation-based feature selection and multinomial logistic regression 期刊论文
ATMOSPHERIC RESEARCH, 2020, 240
作者:  Moon, Seung-Hyun;  Kim, Yong-Hyuk
收藏  |  浏览/下载:12/0  |  提交时间:2020/08/18
Precipitation type  Precipitation phase  Multinomial logistic regression  Correlation-based feature selection  
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  
Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Guijo-Rubio, D.;  Casanova-Mateo, C.;  Sanz-Justo, J.;  Gutierrez, P. A.;  Cornejo-Bueno, S.;  Hervas, C.;  Salcedo-Sanz, S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Convective clouds  Convective analysis  Airports  Machine learning techniques  Ordinal regression  
The performance of natural resource management interventions in agriculture: Evidence from alternative meta-regression analyses 期刊论文
ECOLOGICAL ECONOMICS, 2020, 171
作者:  De los Santos-Montero, Luis A.;  Bravo-Ureta, Boris E.;  von Cramon-Taubadel, Stephan;  Hasiner, Eva
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
Natural resource management  Agriculture  Meta-regression analysis  Impact evaluation  
Impact of Hurricane Maria on Beach Erosion in Puerto Rico: Remote Sensing and Causal Inference 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Valentin, Jaynise M. Perez;  Muller, Marc F.
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/02
synthetic aperture radar  SAR  regression discontinuity  causal inference  hurricane  beach losses  
Accuracy of six years of operational statistical seasonal forecasts of rainfall in Western Australia (2013 to 2018) 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Evans, Fiona H.;  Guthrie, Meredith M.;  Foster, Ian
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
South-West Western Australia  Seasonal rainfall  Statistical seasonal forecast  Forecast validation  Forecast verification  Forecast accuracy  Partial least squares regression  
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  
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


  
Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Wolanin, Aleksandra;  Mateo-Garcia, Gonzalo;  Camps-Valls, Gustau;  Gomez-Chova, Luis;  Meroni, Michele;  Duveiller, Gregory;  Liangzhi, You;  Guanter, Luis
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
wheat yield  Indian Wheat Belt  food security  remote sensing  explainable artificial intelligence (XAI)  deep learning (DL)  regression activation map (RAM)  
Linear correction method for improved atmospheric vertical profile retrieval based on ground-based microwave radiometer 期刊论文
ATMOSPHERIC RESEARCH, 2020, 232
作者:  Zhao, Yuxin;  Yan, Hualong;  Wu, Peng;  Zhou, Di
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/02
Atmospheric profile retrieval  Brightness temperature correction  Linear regression  Vertical temperature  Water vapor profiles