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Thunderstorm and fair-weather quasi-static electric fields over land and ocean 期刊论文
Atmospheric Research, 2021
作者:  Jennifer G. Wilson, Kenneth L. Cummins
收藏  |  浏览/下载:6/0  |  提交时间:2021/04/12
Non-target and suspect characterisation of organic contaminants in Arctic air – Part 2: Application of a new tool for identification and prioritisation of chemicals of emerging Arctic concern in air 期刊论文
Atmospheric Chemistry and Physics, 2020
作者:  Laura Röhler, Martin Schlabach, Peter Haglund, Knut Breivik, Roland Kallenborn, and Pernilla Bohlin-Nizzetto
收藏  |  浏览/下载:6/0  |  提交时间:2020/08/09
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.


  
Somatic inflammatory gene mutations in human ulcerative colitis epithelium 期刊论文
NATURE, 2020, 577 (7789) : 254-+
作者:  Nanki, Kosaku;  Fujii, Masayuki;  Shimokawa, Mariko;  Matano, Mami;  Nishikori, Shingo;  Date, Shoichi;  Takano, Ai;  Toshimitsu, Kohta;  Ohta, Yuki;  Takahashi, Sirirat;  Sugimoto, Shinya;  Ishimaru, Kazuhiro;  Kawasaki, Kenta;  Nagai, Yoko;  Ishii, Ryota;  Yoshida, Kosuke;  Sasaki, Nobuo;  Hibi, Toshifumi;  Ishihara, Soichiro;  Kanai, Takanori;  Sato, Toshiro
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/03

With ageing, normal human tissues experience an expansion of somatic clones that carry cancer mutations(1-7). However, whether such clonal expansion exists in the non-neoplastic intestine remains unknown. Here, using whole-exome sequencing data from 76 clonal human colon organoids, we identify a unique pattern of somatic mutagenesis in the inflamed epithelium of patients with ulcerative colitis. The affected epithelium accumulates somatic mutations in multiple genes that are related to IL-17 signalling-including NFKBIZ, ZC3H12A and PIGR, which are genes that are rarely affected in colon cancer. Targeted sequencing validates the pervasive spread of mutations that are related to IL-17 signalling. Unbiased CRISPR-based knockout screening in colon organoids reveals that the mutations confer resistance to the proapoptotic response that is induced by IL-17A. Some of these genetic mutations are known to exacerbate experimental colitis in mice(8-11), and somatic mutagenesis in human colon epithelium may be causally linked to the inflammatory process. Our findings highlight a genetic landscape that adapts to a hostile microenvironment, and demonstrate its potential contribution to the pathogenesis of ulcerative colitis.


  
HBO1 is required for the maintenance of leukaemia stem cells 期刊论文
NATURE, 2020, 577 (7789) : 266-+
作者:  MacPherson, Laura;  Anokye, Juliana;  Yeung, Miriam M.;  Lam, Enid Y. N.;  Chan, Yih-Chih;  Weng, Chen-Fang;  Yeh, Paul;  Knezevic, Kathy;  Butler, Miriam S.;  Hoegl, Annabelle;  Chan, Kah-Lok;  Burr, Marian L.;  Gearing, Linden J.;  Willson, Tracy;  Liu, Joy;  Choi, Jarny;  Yang, Yuqing;  Bilardi, Rebecca A.;  Falk, Hendrik;  Nghi Nguyen;  Stupple, Paul A.;  Peat, Thomas S.;  Zhang, Ming;  de Silva, Melanie;  Carrasco-Pozo, Catalina;  Avery, Vicky M.;  Khoo, Poh Sim;  Dolezal, Olan;  Dennis, Matthew L.;  Nuttall, Stewart;  Surjadi, Regina;  Newman, Janet;  Ren, Bin;  Leaver, David J.;  Sun, Yuxin;  Baell, Jonathan B.;  Dovey, Oliver;  Vassiliou, George S.;  Grebien, Florian;  Dawson, Sarah-Jane;  Street, Ian P.;  Monahan, Brendon J.;  Burns, Christopher J.;  Choudhary, Chunaram;  Blewitt, Marnie E.;  Voss, Anne K.;  Thomas, Tim;  Dawson, Mark A.
收藏  |  浏览/下载:17/0  |  提交时间:2020/07/03

Acute myeloid leukaemia (AML) is a heterogeneous disease characterized by transcriptional dysregulation that results in a block in differentiation and increased malignant self-renewal. Various epigenetic therapies aimed at reversing these hallmarks of AML have progressed into clinical trials, but most show only modest efficacy owing to an inability to effectively eradicate leukaemia stem cells (LSCs)(1). Here, to specifically identify novel dependencies in LSCs, we screened a bespoke library of small hairpin RNAs that target chromatin regulators in a unique ex vivo mouse model of LSCs. We identify the MYST acetyltransferase HBO1 (also known as KAT7 or MYST2) and several known members of the HBO1 protein complex as critical regulators of LSC maintenance. Using CRISPR domain screening and quantitative mass spectrometry, we identified the histone acetyltransferase domain of HBO1 as being essential in the acetylation of histone H3 at K14. H3 acetylated at K14 (H3K14ac) facilitates the processivity of RNA polymerase II to maintain the high expression of key genes (including Hoxa9 and Hoxa10) that help to sustain the functional properties of LSCs. To leverage this dependency therapeutically, we developed a highly potent small-molecule inhibitor of HBO1 and demonstrate its mode of activity as a competitive analogue of acetyl-CoA. Inhibition of HBO1 phenocopied our genetic data and showed efficacy in a broad range of human cell lines and primary AML cells from patients. These biological, structural and chemical insights into a therapeutic target in AML will enable the clinical translation of these findings.


  
AI shows promise for breast cancer screening 期刊论文
NATURE, 2020, 577 (7788) : 35-36
作者:  Pisano, Etta D.
收藏  |  浏览/下载:1/0  |  提交时间:2020/07/03
Biodegradation of phenol and catechol in cloud water: comparison to chemical oxidation in the atmospheric multiphase system 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (8) : 4987-4997
作者:  Jaber, Saly;  Lallement, Audrey;  Sancelme, Martine;  Leremboure, Martin;  Mailhot, Gilles;  Ervens, Barbara;  Delort, Anne-Marie
收藏  |  浏览/下载:5/0  |  提交时间:2020/05/13
Anti-PfGARP activates programmed cell death of parasites and reduces severe malaria 期刊论文
NATURE, 2020
作者:  Rauch, Jennifer N.;  Luna, Gabriel;  Guzman, Elmer;  Audouard, Morgane;  Challis, Collin;  Sibih, Youssef E.;  Leshuk, Carolina;  Hernandez, Israel;  Wegmann, Susanne;  Hyman, Bradley T.;  Gradinaru, Viviana;  Kampmann, Martin;  Kosik, Kenneth S.
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/03

Malaria caused by Plasmodium falciparum remains the leading single-agent cause of mortality in children(1), yet the promise of an effective vaccine has not been fulfilled. Here, using our previously described differential screening method to analyse the proteome of blood-stage P. falciparum parasites(2), we identify P. falciparum glutamic-acid-rich protein (PfGARP) as a parasite antigen that is recognized by antibodies in the plasma of children who are relatively resistant-but not those who are susceptible-to malaria caused by P. falciparum. PfGARP is a parasite antigen of 80 kDa that is expressed on the exofacial surface of erythrocytes infected by early-to-late-trophozoite-stage parasites. We demonstrate that antibodies against PfGARP kill trophozoite-infected erythrocytes in culture by inducing programmed cell death in the parasites, and that vaccinating non-human primates with PfGARP partially protects against a challenge with P. falciparum. Furthermore, our longitudinal cohort studies showed that, compared to individuals who had naturally occurring anti-PfGARP antibodies, Tanzanian children without anti-PfGARP antibodies had a 2.5-fold-higher risk of severe malaria and Kenyan adolescents and adults without these antibodies had a twofold-higher parasite density. By killing trophozoite-infected erythrocytes, PfGARP could synergize with other vaccines that target parasite invasion of hepatocytes or the invasion of and egress from erythrocytes.


Antibodies against Plasmodium falciparum glutamic-acid-rich protein (PfGARP), an antigen expressed on the surface of infected red blood cells, kill P. falciparum parasites by inducing programmed cell death and reduce the risk of severe malaria.


  
Development of a cloud-screening algorithm for direct and diffuse AODs from the Skyradiometer Network 期刊论文
Atmospheric Research, 2020
作者:  Yongjoo Choi, Young Sung Ghim, Sang-Woo Kim, Huidong Yeo
收藏  |  浏览/下载:9/0  |  提交时间:2020/05/13
CRISPR screen in regulatory T cells reveals modulators of Foxp3 期刊论文
NATURE, 2020
作者:  Xu, Daqian;  Wang, Zheng;  Xia, Yan;  Shao, Fei;  Xia, Weiya;  Wei, Yongkun;  Li, Xinjian;  Qian, Xu;  Lee, Jong-Ho;  Du, Linyong;  Zheng, Yanhua;  Lv, Guishuai;  Leu, Jia-shiun;  Wang, Hongyang;  Xing, Dongming;  Liang, Tingbo;  Hung, Mien-Chie;  Lu, Zhimin
收藏  |  浏览/下载:33/0  |  提交时间:2020/07/03

Regulatory T (T-reg) cells are required to control immune responses and maintain homeostasis, but are a significant barrier to antitumour immunity(1). Conversely, T-reg instability, characterized by loss of the master transcription factor Foxp3 and acquisition of proinflammatory properties(2), can promote autoimmunity and/or facilitate more effective tumour immunity(3,4). A comprehensive understanding of the pathways that regulate Foxp3 could lead to more effective T-reg therapies for autoimmune disease and cancer. The availability of new functional genetic tools has enabled the possibility of systematic dissection of the gene regulatory programs that modulate Foxp3 expression. Here we developed a CRISPR-based pooled screening platform for phenotypes in primary mouse T-reg cells and applied this technology to perform a targeted loss-of-function screen of around 500 nuclear factors to identify gene regulatory programs that promote or disrupt Foxp3 expression. We identified several modulators of Foxp3 expression, including ubiquitin-specific peptidase 22 (Usp22) and ring finger protein 20 (Rnf20). Usp22, a member of the deubiquitination module of the SAGA chromatin-modifying complex, was revealed to be a positive regulator that stabilized Foxp3 expression  whereas the screen suggested that Rnf20, an E3 ubiquitin ligase, can serve as a negative regulator of Foxp3. T-reg-specific ablation of Usp22 in mice reduced Foxp3 protein levels and caused defects in their suppressive function that led to spontaneous autoimmunity but protected against tumour growth in multiple cancer models. Foxp3 destabilization in Usp22-deficient T-reg cells could be rescued by ablation of Rnf20, revealing a reciprocal ubiquitin switch in T-reg cells. These results reveal previously unknown modulators of Foxp3 and demonstrate a screening method that can be broadly applied to discover new targets for T-reg immunotherapies for cancer and autoimmune disease.


A CRISPR-based screening platform was used to identify previously uncharacterized genes that regulate the regulatory T cell-specific master transcription factor Foxp3, indicating that this screening method may be broadly applicable for the discovery of other genes involved in autoimmunity and immune responses to cancer.