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Path Properties of Atmospheric Transitions: Illustration with a Low-Order Sudden Stratospheric Warming Model 期刊论文
Journal of the Atmospheric Sciences, 2020
作者:  Finkel, Justin;  Abbot, Dorian S.;  Weare, Jonathan
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/09
International evaluation of an AI system for breast cancer screening 期刊论文
NATURE, 2020, 577 (7788) : 89-+
作者:  McKinney, Scott Mayer;  Sieniek, Marcin;  Godbole, Varun;  Godwin, Jonathan;  Antropova, Natasha;  Ashrafian, Hutan;  Back, Trevor;  Chesus, Mary;  Corrado, Greg C.;  Darzi, Ara;  Etemadi, Mozziyar;  Garcia-Vicente, Florencia;  Gilbert, Fiona J.;  Halling-Brown, Mark;  Hassabis, Demis;  Jansen, Sunny;  Karthikesalingam, Alan;  Kelly, Christopher J.;  King, Dominic;  Ledsam, Joseph R.;  Melnick, David;  Mostofi, Hormuz;  Peng, Lily;  Reicher, Joshua Jay;  Romera-Paredes, Bernardino;  Sidebottom, Richard;  Suleyman, Mustafa;  Tse, Daniel;  Young, Kenneth C.;  De Fauw, Jeffrey;  Shetty, Shravya
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/03

Screening mammography aims to identify breast cancer at earlier stages of the disease, when treatment can be more successful(1). Despite the existence of screening programmes worldwide, the interpretation of mammograms is affected by high rates of false positives and false negatives(2). Here we present an artificial intelligence (AI) system that is capable of surpassing human experts in breast cancer prediction. To assess its performance in the clinical setting, we curated a large representative dataset from the UK and a large enriched dataset from the USA. We show an absolute reduction of 5.7% and 1.2% (USA and UK) in false positives and 9.4% and 2.7% in false negatives. We provide evidence of the ability of the system to generalize from the UK to the USA. In an independent study of six radiologists, the AI system outperformed all of the human readers: the area under the receiver operating characteristic curve (AUC-ROC) for the AI system was greater than the AUC-ROC for the average radiologist by an absolute margin of 11.5%. We ran a simulation in which the AI system participated in the double-reading process that is used in the UK, and found that the AI system maintained non-inferior performance and reduced the workload of the second reader by 88%. This robust assessment of the AI system paves the way for clinical trials to improve the accuracy and efficiency of breast cancer screening.


  
A metabolic pathway for bile acid dehydroxylation by the gut microbiome 期刊论文
NATURE, 2020
作者:  Zhong, Miao;  Tran, Kevin;  Min, Yimeng;  Wang, Chuanhao;  Wang, Ziyun;  Dinh, Cao-Thang;  De Luna, Phil;  Yu, Zongqian;  Rasouli, Armin Sedighian;  Brodersen, Peter;  Sun, Song;  Voznyy, Oleksandr;  Tan, Chih-Shan;  Askerka, Mikhail;  Che, Fanglin;  Liu, Min;  Seifitokaldani, Ali;  Pang, Yuanjie;  Lo, Shen-Chuan;  Ip, Alexander;  Ulissi, Zachary;  Sargent, Edward H.
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/03

The biosynthetic pathway that produces the secondary bile acids DCA and LCA in human gut microbes has been fully characterized, engineered into another bacterial host, and used to confer DCA production in germ-free mice-an important proof-of-principle for the engineering of gut microbial pathways.


The gut microbiota synthesize hundreds of molecules, many of which influence host physiology. Among the most abundant metabolites are the secondary bile acids deoxycholic acid (DCA) and lithocholic acid (LCA), which accumulate at concentrations of around 500 mu M and are known to block the growth ofClostridium difficile(1), promote hepatocellular carcinoma(2)and modulate host metabolism via the G-protein-coupled receptor TGR5 (ref.(3)). More broadly, DCA, LCA and their derivatives are major components of the recirculating pool of bile acids(4)  the size and composition of this pool are a target of therapies for primary biliary cholangitis and nonalcoholic steatohepatitis. Nonetheless, despite the clear impact of DCA and LCA on host physiology, an incomplete knowledge of their biosynthetic genes and a lack of genetic tools to enable modification of their native microbial producers limit our ability to modulate secondary bile acid levels in the host. Here we complete the pathway to DCA and LCA by assigning and characterizing enzymes for each of the steps in its reductive arm, revealing a strategy in which the A-B rings of the steroid core are transiently converted into an electron acceptor for two reductive steps carried out by Fe-S flavoenzymes. Using anaerobic in vitro reconstitution, we establish that a set of six enzymes is necessary and sufficient for the eight-step conversion of cholic acid to DCA. We then engineer the pathway intoClostridium sporogenes, conferring production of DCA and LCA on a nonproducing commensal and demonstrating that a microbiome-derived pathway can be expressed and controlled heterologously. These data establish a complete pathway to two central components of the bile acid pool.


  
Global chemical effects of the microbiome include new bile-acid conjugations 期刊论文
NATURE, 2020, 579 (7797) : 123-+
作者:  Dossin, Francois;  Pinheiro, Ines;  Zylicz, Jan J.;  Roensch, Julia;  Collombet, Samuel;  Le Saux, Agnes;  Chelmicki, Tomasz;  Attia, Mikael;  Kapoor, Varun;  Zhan, Ye;  Dingli, Florent;  Loew, Damarys;  Mercher, Thomas;  Dekker, Job;  Heard, Edith
收藏  |  浏览/下载:31/0  |  提交时间:2020/07/03

Metabolomics data from germ-free and specific-pathogen-free mice reveal effects of the microbiome on host chemistry, identifying conjugations of bile acids that are also enriched in patients with inflammatory bowel disease or cystic fibrosis.


A mosaic of cross-phylum chemical interactions occurs between all metazoans and their microbiomes. A number of molecular families that are known to be produced by the microbiome have a marked effect on the balance between health and disease(1-9). Considering the diversity of the human microbiome (which numbers over 40,000 operational taxonomic units(10)), the effect of the microbiome on the chemistry of an entire animal remains underexplored. Here we use mass spectrometry informatics and data visualization approaches(11-13) to provide an assessment of the effects of the microbiome on the chemistry of an entire mammal by comparing metabolomics data from germ-free and specific-pathogen-free mice. We found that the microbiota affects the chemistry of all organs. This included the amino acid conjugations of host bile acids that were used to produce phenylalanocholic acid, tyrosocholic acid and leucocholic acid, which have not previously been characterized despite extensive research on bile-acid chemistry(14). These bile-acid conjugates were also found in humans, and were enriched in patients with inflammatory bowel disease or cystic fibrosis. These compounds agonized the farnesoid X receptor in vitro, and mice gavaged with the compounds showed reduced expression of bile-acid synthesis genes in vivo. Further studies are required to confirm whether these compounds have a physiological role in the host, and whether they contribute to gut diseases that are associated with microbiome dysbiosis.


  
Twofold expansion of the Indo-Pacific warm pool warps the MJO life cycle 期刊论文
Nature, 2019, 575: 647-651
作者:  M. K. Roxy;  Panini Dasgupta;  Michael J. McPhaden;  Tamaki Suematsu;  Chidong Zhang;  Daehyun Kim
收藏  |  浏览/下载:7/0  |  提交时间:2020/04/16
Widespread drying of European peatlands in recent centuries 期刊论文
NATURE GEOSCIENCE, 2019, 12 (11) : 922-+
作者:  Swindles, Graeme T.;  Morris, Paul J.;  Mullan, Donal J.;  Payne, Richard J.;  Roland, Thomas P.;  Amesbury, Matthew J.;  Lamentowicz, Mariusz;  Turner, T. Edward;  Gallego-Sala, Angela;  Sim, Thomas;  Barr, Iestyn D.;  Blaauw, Maarten;  Blundell, Antony;  Chambers, Frank M.;  Charman, Dan J.;  Feurdean, Angelica;  Galloway, Jennifer M.;  Galka, Mariusz;  Green, Sophie M.;  Kajukalo, Katarzyna;  Karofeld, Edgar;  Korhola, Atte;  Lamentowicz, Lukasz;  Langdon, Peter;  Marcisz, Katarzyna;  Mauquoy, Dmitri;  Mazei, Yuri A.;  McKeown, Michelle M.;  Mitchell, Edward A. D.;  Novenko, Elena;  Plunkett, Gill;  Roe, Helen M.;  Schoning, Kristian;  Sillasoo, Ulle;  Tsyganov, Andrey N.;  van der Linden, Marjolein;  Valiranta, Minna;  Warner, Barry
收藏  |  浏览/下载:12/0  |  提交时间:2020/02/16
The human imperative of stabilizing global climate change at 1.5 degrees C 期刊论文
SCIENCE, 2019, 365 (6459) : 1263-+
作者:  Hoegh-Guldberg, O.;  Jacob, D.;  Taylor, M.;  Bolanos, T. Guillen;  Bindi, M.;  Brown, S.;  Camilloni, I. A.;  Diedhiou, A.;  Djalante, R.;  Ebi, K.;  Engelbrecht, F.;  Guiot, J.;  Hijioka, Y.;  Mehrotra, S.;  Hope, C. W.;  Payne, A. J.;  Poertner, H. -O.;  Seneviratne, S. I.;  Thomas, A.;  Warren, R.;  Zhou, G.
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27
Conservation, acquisition, and functional impact of sex-biased gene expression in mammals 期刊论文
SCIENCE, 2019, 365 (6450) : 249-+
作者:  Naqvi, Sahin;  Godfrey, Alexander K.;  Hughes, Jennifer F.;  Goodheart, Mary L.;  Mitchell, Richard N.;  Page, David C.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
A radiative cooling structural material 期刊论文
SCIENCE, 2019, 364 (6442) : 760-+
作者:  Li, Tian;  Zhai, Yao;  He, Shuaiming;  Gan, Wentao;  Wei, Zhiyuan;  Heidarinejad, Mohammad;  Dalgo, Daniel;  Mi, Ruiyu;  Zhao, Xinpeng;  Song, Jianwei;  Dai, Jiaqi;  Chen, Chaoji;  Aili, Ablimit;  Vellore, Azhar;  Martini, Ashlie;  Yang, Ronggui;  Srebric, Jelena;  Yin, Xiaobo;  Hu, Liangbing
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
The NASA Twins Study: A multidimensional analysis of a year-long human spaceflight 期刊论文
SCIENCE, 2019, 364 (6436) : 144-+
作者:  Garrett-Bakelman, Francine E.;  Darshi, Manjula;  Green, Stefan J.;  Gur, Ruben C.;  Lin, Ling;  Macias, Brandon R.;  McKenna, Miles J.;  Meydan, Cem;  Mishra, Tejaswini;  Nasrini, Jad;  Piening, Brian D.;  Rizzardi, Lindsay F.;  Sharma, Kumar;  Siamwala, Jamila H.;  Taylor, Lynn;  Vitaterna, Martha Hotz;  Afkarian, Maryam;  Afshinnekoo, Ebrahim;  Ahadi, Sara;  Ambati, Aditya;  Arya, Maneesh;  Bezdan, Daniela;  Callahan, Colin M.;  Chen, Songjie;  Choi, Augustine M. K.;  Chlipala, George E.;  Contrepois, Kevin;  Covington, Marisa;  Crucian, Brian E.;  De Vivo, Immaculata;  Dinges, David F.;  Ebert, Douglas J.;  Feinberg, Jason I.;  Gandara, Jorge A.;  George, Kerry A.;  Goutsias, John;  Grills, George S.;  Hargens, Alan R.;  Heer, Martina;  Hillary, Ryan P.;  Hoofnagle, Andrew N.;  Hook, Vivian Y. H.;  Jenkinson, Garrett;  Jiang, Peng;  Keshavarzian, Ali;  Laurie, Steven S.;  Lee-McMullen, Brittany;  Lumpkins, Sarah B.;  MacKay, Matthew;  Maienschein-Cline, Mark G.;  Melnick, Ari M.;  Moore, Tyler M.;  Nakahira, Kiichi;  Patel, Hemal H.;  Pietrzyk, Robert;  Rao, Varsha;  Saito, Rintaro;  Salins, Denis N.;  Schilling, Jan M.;  Sears, Dorothy D.;  Sheridan, Caroline K.;  Stenger, Michael B.;  Tryggvadottir, Rakel;  Urban, Alexander E.;  Vaisar, Tomas;  Van Espen, Benjamin;  Zhang, Jing;  Ziegler, Michael G.;  Zwart, Sara R.;  Charles, John B.;  Kundrot, Craig E.;  Scott, Graham B. I.;  Bailey, Susan M.;  Basner, Mathias;  Feinberg, Andrew P.;  Lee, Stuart M. C.;  Mason, Christopher E.;  Mignot, Emmanuel;  Rana, Brinda K.;  Smith, Scott M.;  Snyder, Michael P.;  Turek, Fred W.
收藏  |  浏览/下载:38/0  |  提交时间:2019/11/27