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Integrating genomic features for non-invasive early lung cancer detection 期刊论文
NATURE, 2020, 580 (7802) : 245-+
作者:  Wang, Qinyang;  Wang, Yupeng;  Ding, Jingjin;  Wang, Chunhong;  Zhou, Xuehan;  Gao, Wenqing;  Huang, Huanwei;  Shao, Feng;  Liu, Zhibo
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/03

Circulating tumour DNA in blood is analysed to identify genomic features that distinguish early-stage lung cancer patients from risk-matched controls, and these are integrated into a machine-learning method for blood-based lung cancer screening.


Radiologic screening of high-risk adults reduces lung-cancer-related mortality(1,2)  however, a small minority of eligible individuals undergo such screening in the United States(3,4). The availability of blood-based tests could increase screening uptake. Here we introduce improvements to cancer personalized profiling by deep sequencing (CAPP-Seq)(5), a method for the analysis of circulating tumour DNA (ctDNA), to better facilitate screening applications. We show that, although levels are very low in early-stage lung cancers, ctDNA is present prior to treatment in most patients and its presence is strongly prognostic. We also find that the majority of somatic mutations in the cell-free DNA (cfDNA) of patients with lung cancer and of risk-matched controls reflect clonal haematopoiesis and are non-recurrent. Compared with tumour-derived mutations, clonal haematopoiesis mutations occur on longer cfDNA fragments and lack mutational signatures that are associated with tobacco smoking. Integrating these findings with other molecular features, we develop and prospectively validate a machine-learning method termed '  lung cancer likelihood in plasma'  (Lung-CLiP), which can robustly discriminate early-stage lung cancer patients from risk-matched controls. This approach achieves performance similar to that of tumour-informed ctDNA detection and enables tuning of assay specificity in order to facilitate distinct clinical applications. Our findings establish the potential of cfDNA for lung cancer screening and highlight the importance of risk-matching cases and controls in cfDNA-based screening studies.


  
Collisional cooling of ultracold molecules 期刊论文
NATURE, 2020, 580 (7802) : 197-+
作者:  Wang, Qinyang;  Wang, Yupeng;  Ding, Jingjin;  Wang, Chunhong;  Zhou, Xuehan;  Gao, Wenqing;  Huang, Huanwei;  Shao, Feng;  Liu, Zhibo
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/03

Since the original work on Bose-Einstein condensation(1,2), the use of quantum degenerate gases of atoms has enabled the quantum emulation of important systems in condensed matter and nuclear physics, as well as the study of many-body states that have no analogue in other fields of physics(3). Ultracold molecules in the micro- and nanokelvin regimes are expected to bring powerful capabilities to quantum emulation(4) and quantum computing(5), owing to their rich internal degrees of freedom compared to atoms, and to facilitate precision measurement and the study of quantum chemistry(6). Quantum gases of ultracold atoms can be created using collision-based cooling schemes such as evaporative cooling, but thermalization and collisional cooling have not yet been realized for ultracold molecules. Other techniques, such as the use of supersonic jets and cryogenic buffer gases, have reached temperatures limited to above 10 millikelvin(7,8). Here we show cooling of NaLi molecules to micro- and nanokelvin temperatures through collisions with ultracold Na atoms, with both molecules and atoms prepared in their stretched hyperfine spin states. We find a lower bound on the ratio of elastic to inelastic molecule-atom collisions that is greater than 50-large enough to support sustained collisional cooling. By employing two stages of evaporation, we increase the phase-space density of the molecules by a factor of 20, achieving temperatures as low as 220 nanokelvin. The favourable collisional properties of the Na-NaLi system could enable the creation of deeply quantum degenerate dipolar molecules and raises the possibility of using stretched spin states in the cooling of other molecules.


NaLi molecules are cooled to micro- and nanokelvin temperatures through collisions with ultracold Na atoms by using molecules and atoms in stretched hyperfine spin states and applying two evaporation stages.


  
Multi-model analysis of climate impacts on plant photosynthesis in China during 2000-2015 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (15) : 5539-5555
作者:  Yan, Hao;  Wang, Shao-Qiang;  Cao, Yun;  Xu, Ling-Ling;  Wu, Men-xin;  Cheng, Lu;  Mao, Liu-Xi;  Zhang, Xian-Zhou;  Liu, Yun-Fen;  Wang, Yan-Fen;  Chen, Shi-Ping;  Li, Ying-Nian;  Han, Shi-Jie;  Zhou, Guo-Yi;  Zhang, Yi-Ping;  Shugart, Herman H.;  Wang, Jun-Bang;  Zhao, Feng-Hua
收藏  |  浏览/下载:13/0  |  提交时间:2020/02/17
climate change  dry/wet climate  Gross primary production  meteorological factors  multi-model analysis  
Identify optimal predictors of statistical downscaling of summer daily precipitation in China from three-dimensional large-scale variables 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 99-113
作者:  Liu, Yonghe;  Feng, Jinming;  Shao, Yuehong;  Li, Jianlin
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Statistical downscaling  Predictor selection  Generalized linear models  Grid box selection  Nash-Sutcliffe efficiency  
Petrogenesis of high-K calc-alkaline granodiorite and its enclaves from the SE Lhasa block, Tibet (SW China): Implications for recycled subducted sediments 期刊论文
GEOLOGICAL SOCIETY OF AMERICA BULLETIN, 2019, 131: 1224-1238
作者:  Zhu, Ren-Zhi;  Lai, Shao-Cong;  Qin, Jiang-Feng;  Zhao, Shao-Wei;  Santosh, M.
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Predicting support for flood mitigation based on flood insurance purchase behavior 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (5)
作者:  Shao, Wanyun;  Feng, Kairui;  Lin, Ning
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/26
flood insurance  decision-making mechanism  Bayesian network  flood risk mitigation  
Hot lithium-oxygen batteries charge ahead 期刊论文
SCIENCE, 2018, 361 (6404) : 758-758
作者:  Feng, Shuting;  Lunger, Jaclyn R.;  Johnson, Jeremiah A.;  Shao-Horn, Yang
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Breast cancer metastasis suppressor OTUD1 deubiquitinates SMAD7 期刊论文
NATURE COMMUNICATIONS, 2017, 8
作者:  Zhang, Zhengkui;  Fan, Yao;  Xie, Feng;  Zhou, Hang;  Jin, Ke;  Shao, Li;  Shi, Wenhao;  Fang, Pengfei;  Yang, Bing;  van Dam, Hans;  ten Dijke, Peter;  Zheng, Xiaofeng;  Yan, Xiaohua;  Jia, Junling;  Zheng, Min;  Jin, Jin;  Ding, Chen;  Ye, Sheng;  Zhou, Fangfang;  Zhang, Long
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27
An evaluation of government incentives for new energy vehicles in China focusing on vehicle purchasing restrictions 期刊论文
ENERGY POLICY, 2017, 110
作者:  Ma, Shao-Chao;  Fan, Ying;  Feng, Lianyong
收藏  |  浏览/下载:1/0  |  提交时间:2019/04/09
New energy vehicles  Policy evaluation  Vehicle purchasing restrictions on  Panel co-integration  
N-epsilon-Fatty acylation of Rho GTPases by a MARTX toxin effector 期刊论文
SCIENCE, 2017, 358 (6362) : 528-530
作者:  Zhou, Yan;  Huang, Chunfeng;  Yin, Li;  Wan, Muyang;  Wang, Xiaofei;  Li, Lin;  Liu, Yanhua;  Wang, Zhao;  Fu, Panhan;  Zhang, Ni;  Chen, She;  Liu, Xiaoyun;  Shao, Feng;  Zhu, Yongqun
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27