scholarly journals Simultaneously Sizing and Quantitating Zeptomole-Level DNA at High Throughput in Free Solution

2014 ◽  
Vol 20 (43) ◽  
pp. 13821-13821
Author(s):  
Zaifang Zhu ◽  
Huang Chen ◽  
Apeng Chen ◽  
Joann J. Lu ◽  
Shaorong Liu ◽  
...  
Author(s):  
Yilai Li ◽  
Jennifer N. Cash ◽  
John. J.G. Tesmer ◽  
Michael A. Cianfrocco

ABSTRACTThe growth of single-particle cryo-EM into a mainstream structural biology tool has allowed for many important biological discoveries. Continued developments in data collection strategies alongside new sample preparation devices heralds a future where users will collect multiple datasets per microscope session. To make cryo-EM data processing more automatic and user-friendly, we have developed an automatic pipeline for cryo-EM data preprocessing and assessment using a combination of deep learning and image analysis tools. We have verified the performance of this pipeline on a number of datasets and extended its scope to include sample screening by the user-free assessment of the qualities of a series of datasets under different conditions. We propose that our workflow provides a decision-free solution for cryo-EM, making data preprocessing more generalized and robust in the high-throughput era as well as more convenient for users from a range of backgrounds.


2000 ◽  
Vol 72 (19) ◽  
pp. 4640-4645 ◽  
Author(s):  
Yinfa Ma ◽  
Michael R. Shortreed ◽  
Edward S. Yeung

2014 ◽  
Vol 20 (43) ◽  
pp. 13817-13817
Author(s):  
Zaifang Zhu ◽  
Huang Chen ◽  
Apeng Chen ◽  
Joann J. Lu ◽  
Shaorong Liu ◽  
...  

2014 ◽  
Vol 20 (43) ◽  
pp. 13945-13950 ◽  
Author(s):  
Zaifang Zhu ◽  
Huang Chen ◽  
Apeng Chen ◽  
Joann J. Lu ◽  
Shaorong Liu ◽  
...  

2002 ◽  
Vol 74 (17) ◽  
pp. 4328-4333 ◽  
Author(s):  
Wyatt N. Vreeland ◽  
Robert J. Meagher ◽  
Annelise E. Barron

2007 ◽  
Vol 177 (4S) ◽  
pp. 52-53
Author(s):  
Stefano Ongarello ◽  
Eberhard Steiner ◽  
Regina Achleitner ◽  
Isabel Feuerstein ◽  
Birgit Stenzel ◽  
...  

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